From 62eb6b71f0772fcf8c5cd084a5cdce62cddf7304 Mon Sep 17 00:00:00 2001
From: rdp_neohpc <robertodelprete88@gmail.com>
Date: Thu, 12 Mar 2026 10:26:04 +0000
Subject: [PATCH 1/4] feat(snapflow): implement snap2stamps workflows

Add a canonical sarpyx.snapflow.snap2stamps module with upstream-equivalent TOPSAR and Stripmap processing branches.

Keep snap2stamps_pipelines as a compatibility shim, update package exports, refresh the notebook and guide imports, and expand tests around branch selection and dispatch.
---
 docs/user_guide/snap2stamps_guide.md     |  125 +--
 notebooks/snapflow.ipynb                 |  666 +++++++++++-
 sarpyx/snapflow/__init__.py              |   42 +-
 sarpyx/snapflow/engine.py                |  355 ++++++-
 sarpyx/snapflow/snap2stamps.py           | 1227 ++++++++++++++++++++++
 sarpyx/snapflow/snap2stamps_pipelines.py |  201 +---
 tests/test_snap2stamps_pipelines.py      |  326 ++++--
 7 files changed, 2557 insertions(+), 385 deletions(-)
 create mode 100644 sarpyx/snapflow/snap2stamps.py

diff --git a/docs/user_guide/snap2stamps_guide.md b/docs/user_guide/snap2stamps_guide.md
index 3ef3a80..56107de 100644
--- a/docs/user_guide/snap2stamps_guide.md
+++ b/docs/user_guide/snap2stamps_guide.md
@@ -1,107 +1,86 @@
 # SNAP2StaMPS Guide
 
-This guide explains how to run SNAP2StaMPS-like workflows in `sarpyx` using the `snapflow` engine.
+This guide explains the processing-only `snap2stamps` implementation in `sarpyx.snapflow`.
 
 ## Scope
 
-The implementation is provided by:
+The canonical module is:
 
-- `sarpyx.snapflow.snap2stamps_pipelines.Snap2StampsRunner`
+- `sarpyx.snapflow.snap2stamps`
 
-It supports:
+It implements the upstream processing branches as Python helpers and branch selectors:
 
-- Sentinel-1 TOPSAR flow (prepare, split, coreg/ifg, plotting, export)
-- TerraSAR-X/TanDEM-X stripmap flow (unpack, subset, coreg, ifg, plotting, export)
-- Graph-template execution from `snap2stamps/graphs/*.xml`
+- Sentinel-1 TOPSAR split/apply-orbit, coregistration/interferogram, and export variants
+- TerraSAR-X/TanDEM-X Stripmap subset, coregistration, interferogram/topo-phase, and export variants
+- Legacy pair-workflow helpers kept for notebook and test compatibility
 
-## Prerequisites
-
-- SNAP installed with `gpt` available
-- Project config file (`project_topsar.conf` or `project_stripmap.conf`) with required sections
-- Optional: `asf_search` if you use Sentinel auto-download (`autoDownload=Y`)
+It does not recreate the upstream CLI/config runner, plotting scripts, or download automation.
 
 ## Quick Start
 
 ```python
-from sarpyx.snapflow.snap2stamps_pipelines import Snap2StampsRunner
-
-runner = Snap2StampsRunner.from_project_file(
-    "snap2stamps/bin/project_topsar.conf",
-    gpt_path="/usr/local/snap/bin/gpt",
-    memory="16G",
-    parallelism=8,
-    timeout=7200,
+from sarpyx.snapflow.snap2stamps import (
+    PairProducts,
+    list_pipeline_names,
+    run_processing_pipeline,
 )
 
-# Full automatic run based on SENSOR in config
-runner.run_auto()
-```
-
-## TOPSAR Usage
+print(list_pipeline_names("topsar"))
 
-### Full automatic run
+pair = PairProducts("master_orbit.dim", "slave_orbit.dim")
+result = run_processing_pipeline(
+    "topsar_coreg_ifg_subset",
+    pair=pair,
+    outdir="data/output/insar",
+    master_count=1,
+    burst_count=3,
+    subset_region="0,0,1024,1024",
+)
 
-```python
-runner.run_topsar_auto()
+print(result.pipeline_name, result.coreg_path, result.ifg_path)
 ```
 
-### Step-by-step run
+## TOPSAR Branches
 
-```python
-runner.prepare_topsar_secondaries()
-runner.select_topsar_master(mode="AUTO")  # AUTO/FIRST/LAST/MANUAL or numeric index
-runner.run_topsar_split_master()
-runner.run_topsar_split_secondaries()
-runner.run_topsar_coreg_ifg()
-runner.run_topsar_plotting("ifg")         # optional
-runner.run_topsar_plotting("coreg")       # optional
-runner.run_topsar_export()
-```
+Branch selection follows the upstream behavior:
 
-### Optional ASF download
+- `select_topsar_split_pipeline(source_count)` chooses single-slice vs assemble+split
+- `select_topsar_coreg_ifg_pipeline(master_count, burst_count, external_dem_file=...)` chooses subset, no-ESD, and external-DEM variants
+- `select_topsar_export_pipeline(master_count, external_dem_file=...)` chooses direct export vs merge-IW export
 
-If `autoDownload=Y` in config:
+Main helpers:
 
-```python
-count = runner.download_asf_s1()
-print("Downloaded scenes:", count)
-```
+- `run_topsar_split_apply_orbit(...)`
+- `run_topsar_coreg_ifg(...)`
+- `run_topsar_export(...)`
 
-## Stripmap Usage
+## Stripmap Branches
 
-### Full automatic run
+Stripmap processing is exposed through:
 
-```python
-runner.run_stripmap_auto(master_date="20200101")  # optional master date
-```
+- `run_stripmap_subset(...)`
+- `run_stripmap_coreg(...)`
+- `run_stripmap_ifg(...)`
+- `run_stripmap_export(...)`
 
-### Step-by-step run
+Selectors:
 
-```python
-runner.run_stripmap_unpack()
-runner.run_stripmap_prepare_secondaries()
-runner.run_stripmap_subset()
-runner.run_stripmap_manual_master_selection("20200101")  # optional
-runner.run_stripmap_coreg()
-runner.run_stripmap_ifg()
-runner.run_stripmap_plotting("split")  # optional
-runner.run_stripmap_plotting("ifg")    # optional
-runner.run_stripmap_plotting("coreg")  # optional
-runner.run_stripmap_export()
-```
+- `select_stripmap_coreg_pipeline(external_dem_file=...)`
+- `select_stripmap_ifg_pipeline(external_dem_file=...)`
 
-## Graph Coverage Check
+## Legacy Pair Workflows
 
-Use this to verify all XML templates are mapped:
+The older convenience workflow helpers remain available:
 
-```python
-from sarpyx.snapflow.snap2stamps_pipelines import verify_graph_coverage
-report = verify_graph_coverage("snap2stamps/graphs")
-print(report["ok"], report["graph_count"])
-```
+- `prepare_pair(...)`
+- `run_pair_workflow(...)`
+- `run_graph_pipeline(...)`
+- `run_pair_graph_pipeline(...)`
+
+The deprecated import path `sarpyx.snapflow.snap2stamps_pipelines` re-exports the same API.
 
 ## Notes
 
-- This workflow module is currently not wired into `worldsar` CLI by default.
-- You can run all operations directly from Python with `Snap2StampsRunner`.
-- For reproducibility, keep project config and graph templates versioned with your data run.
+- Use `list_pipeline_names()` and `get_pipeline_definition()` to inspect available branches.
+- Use `pipeline_requires_pair()` and `pipeline_requires_multi_input()` to validate caller inputs before dispatch.
+- SNAP `gpt` and any DEM inputs must still be provided by the runtime environment.
diff --git a/notebooks/snapflow.ipynb b/notebooks/snapflow.ipynb
index c1e8a03..cfefe8f 100644
--- a/notebooks/snapflow.ipynb
+++ b/notebooks/snapflow.ipynb
@@ -2,59 +2,669 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "5bb15128",
+   "id": "3df75065",
    "metadata": {},
    "source": [
-    "# Snapflow notebook"
+    "# SNAPflow StaMPS Prep Notebook\n",
+    "\n",
+    "This notebook downloads two Sentinel-1 SLC products with `phidown`, prepares them with `snapflow`, and runs the StaMPS-prep chain:\n",
+    "\n",
+    "- `split_orbit`\n",
+    "- `coregistration`\n",
+    "- `deburst`\n",
+    "- `interferogram`\n",
+    "- `topo_phase_removal`\n",
+    "- `subset`\n",
+    "- `terrain_correction`\n",
+    "\n",
+    "The `coregistration` step is handled through the new pair-aware `GPT.topsar_coregistration(...)` helper, which generates a temporary SNAP XML graph because `Back-Geocoding` needs both a master and a slave input.\n",
+    "\n",
+    "Runtime note: for TOPSAR/ESD, SNAP needs burst-level products during coregistration, so the executable order is `split_orbit -> coregistration -> deburst -> ...`."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "6f454d6a",
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 1,
+   "id": "df120e8c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:07:31.256714Z",
+     "iopub.status.busy": "2026-03-11T23:07:31.256493Z",
+     "iopub.status.idle": "2026-03-11T23:07:32.046091Z",
+     "shell.execute_reply": "2026-03-11T23:07:32.045154Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{\n",
+      "  \"repo_root\": \"/shared/home/rdelprete/PythonProjects/srp\",\n",
+      "  \"data_dir\": \"/shared/home/rdelprete/PythonProjects/srp/data\",\n",
+      "  \"output_dir\": \"/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep\",\n",
+      "  \"config_file\": \"/shared/home/rdelprete/PythonProjects/srp/.s5cfg\",\n",
+      "  \"gpt_path\": \"/shared/home/rdelprete/PythonProjects/srp/snap13/bin/gpt\",\n",
+      "  \"snap_userdir\": \"/shared/home/rdelprete/PythonProjects/srp/.snap\"\n",
+      "}\n"
+     ]
+    }
+   ],
    "source": [
     "from pathlib import Path\n",
-    "import re, os\n",
-    "import pandas as pd\n",
-    "from sarpyx.snapflow.engine import GPT\n",
-    "from sarpyx.utils.geos import check_points_in_polygon, rectangle_to_wkt, rectanglify\n",
-    "from sarpyx.utils.io import read_h5\n",
+    "import json\n",
+    "import os\n",
+    "import subprocess\n",
+    "import sys\n",
+    "\n",
     "from dotenv import load_dotenv\n",
     "\n",
-    "load_dotenv()"
+    "from sarpyx.snapflow.engine import GPT\n",
+    "from sarpyx.snapflow.snap2stamps import PairProducts, prepare_pair, run_pair_workflow\n",
+    "\n",
+    "load_dotenv()\n",
+    "\n",
+    "NOTEBOOK_DIR = Path.cwd()\n",
+    "REPO_ROOT = NOTEBOOK_DIR.parent\n",
+    "DATA_DIR = REPO_ROOT / \"data\"\n",
+    "OUTPUT_DIR = DATA_DIR / \"output\" / \"insar_stamps_prep\"\n",
+    "CONFIG_FILE = REPO_ROOT / \".s5cfg\"\n",
+    "GPT_PATH = Path(os.getenv(\"GPT_PATH\", \"/usr/local/snap/bin/gpt\"))\n",
+    "SNAP_USERDIR = Path(os.getenv(\"SNAP_USERDIR\", REPO_ROOT / \".snap\"))\n",
+    "\n",
+    "DATA_DIR.mkdir(parents=True, exist_ok=True)\n",
+    "OUTPUT_DIR.mkdir(parents=True, exist_ok=True)\n",
+    "SNAP_USERDIR.mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "assert CONFIG_FILE.exists(), f\"Missing phidown config: {CONFIG_FILE}\"\n",
+    "print(json.dumps({\n",
+    "    \"repo_root\": REPO_ROOT.as_posix(),\n",
+    "    \"data_dir\": DATA_DIR.as_posix(),\n",
+    "    \"output_dir\": OUTPUT_DIR.as_posix(),\n",
+    "    \"config_file\": CONFIG_FILE.as_posix(),\n",
+    "    \"gpt_path\": GPT_PATH.as_posix(),\n",
+    "    \"snap_userdir\": SNAP_USERDIR.as_posix(),\n",
+    "}, indent=2))"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "63cb9e89",
+   "id": "8284a5c6",
    "metadata": {},
    "source": [
-    "### Download products with phidown:\n",
+    "## Product Definitions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "9d8c8a04",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:07:32.048232Z",
+     "iopub.status.busy": "2026-03-11T23:07:32.048014Z",
+     "iopub.status.idle": "2026-03-11T23:07:32.051971Z",
+     "shell.execute_reply": "2026-03-11T23:07:32.051253Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Master: /shared/home/rdelprete/PythonProjects/srp/data/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE.SAFE\n",
+      "Slave : /shared/home/rdelprete/PythonProjects/srp/data/S1C_IW_SLC__1SDV_20260208T122502_20260208T122529_006264_00C961_E47A.SAFE\n"
+     ]
+    }
+   ],
+   "source": [
+    "PRODOTTO1 = \"S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE.SAFE\"\n",
+    "PRODOTTO2 = \"S1C_IW_SLC__1SDV_20260208T122502_20260208T122529_006264_00C961_E47A.SAFE\"\n",
+    "\n",
+    "PRODUCT_NAMES = [PRODOTTO1, PRODOTTO2]\n",
+    "PRODUCT_PATHS = [DATA_DIR / name for name in PRODUCT_NAMES]\n",
     "\n",
-    "!phidown --name S1A_S6_SLC__1SDV_20150305T180517_20150305T180535_004900_0061C2_0639.SAFE -o ../data/ -c ../.s5cfg"
+    "MASTER_PRODUCT = DATA_DIR / PRODOTTO1\n",
+    "SLAVE_PRODUCT = DATA_DIR / PRODOTTO2\n",
+    "\n",
+    "print(\"Master:\", MASTER_PRODUCT)\n",
+    "print(\"Slave :\", SLAVE_PRODUCT)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6bb79370",
+   "metadata": {},
+   "source": [
+    "## Download With `phidown`\n",
+    "\n",
+    "The cell below skips products that already exist locally."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "b3cccb04",
+   "execution_count": 3,
+   "id": "5b99f7d8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:07:32.054064Z",
+     "iopub.status.busy": "2026-03-11T23:07:32.053849Z",
+     "iopub.status.idle": "2026-03-11T23:07:32.064056Z",
+     "shell.execute_reply": "2026-03-11T23:07:32.063331Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Skipping download, already present: S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE.SAFE\n",
+      "Skipping download, already present: S1C_IW_SLC__1SDV_20260208T122502_20260208T122529_006264_00C961_E47A.SAFE\n",
+      "/shared/home/rdelprete/PythonProjects/srp/data/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE.SAFE exists= True\n",
+      "/shared/home/rdelprete/PythonProjects/srp/data/S1C_IW_SLC__1SDV_20260208T122502_20260208T122529_006264_00C961_E47A.SAFE exists= True\n"
+     ]
+    }
+   ],
+   "source": [
+    "for product_name, product_path in zip(PRODUCT_NAMES, PRODUCT_PATHS):\n",
+    "    if product_path.exists():\n",
+    "        print(f\"Skipping download, already present: {product_path.name}\")\n",
+    "        continue\n",
+    "\n",
+    "    cmd = [\n",
+    "        sys.executable,\n",
+    "        \"-m\",\n",
+    "        \"phidown\",\n",
+    "        \"--name\",\n",
+    "        product_name,\n",
+    "        \"-o\",\n",
+    "        DATA_DIR.as_posix(),\n",
+    "        \"-c\",\n",
+    "        CONFIG_FILE.as_posix(),\n",
+    "    ]\n",
+    "    print(\"Running:\", \" \".join(cmd))\n",
+    "    subprocess.run(cmd, check=True)\n",
+    "\n",
+    "for path in PRODUCT_PATHS:\n",
+    "    print(path, \"exists=\", path.exists())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "893e76f6",
    "metadata": {},
+   "source": [
+    "## Processing Configuration\n",
+    "\n",
+    "These defaults are chosen to complete in this VM: a small burst range is used during `TOPSAR-Split`, and the later `subset` step uses pixel coordinates instead of a scene-specific geographic polygon."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "861805a2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:07:32.065957Z",
+     "iopub.status.busy": "2026-03-11T23:07:32.065756Z",
+     "iopub.status.idle": "2026-03-11T23:07:32.069973Z",
+     "shell.execute_reply": "2026-03-11T23:07:32.069180Z"
+    }
+   },
    "outputs": [],
    "source": [
-    "GPT_PATH=os.getenv(\"GPT_PATH\", \"/path/to/gpt\")\n",
-    "PRODUCT_PATH = Path(\"../data/S1A_S6_SLC__1SDV_20150305T180517_20150305T180535_004900_0061C2_0639.SAFE\")  # Relative path to product\n",
-    "OUTPUT_DIR = Path(\"../data/output\")  # Relative path to output directory\n",
+    "SUBSWATH = \"IW2\"\n",
+    "POLARISATIONS = [\"VV\"]\n",
+    "FIRST_BURST_INDEX = 1\n",
+    "LAST_BURST_INDEX = 3\n",
+    "SUBSET_REGION = \"0,0,4096,4096\"\n",
+    "\n",
+    "DEM_NAME = \"Copernicus 30m Global DEM\"\n",
+    "PIXEL_SPACING_M = 14.0\n",
+    "\n",
+    "COMMON_OVERRIDES = {\n",
+    "    \"topsar_split\": {\n",
+    "        \"subswath\": SUBSWATH,\n",
+    "        \"selected_polarisations\": POLARISATIONS,\n",
+    "        \"first_burst_index\": FIRST_BURST_INDEX,\n",
+    "        \"last_burst_index\": LAST_BURST_INDEX,\n",
+    "    },\n",
+    "    \"interferogram\": {\n",
+    "        \"subtract_flat_earth_phase\": True,\n",
+    "        \"include_coherence\": True,\n",
+    "    },\n",
+    "    \"topo_phase_removal\": {\n",
+    "        \"dem_name\": DEM_NAME,\n",
+    "    },\n",
+    "    \"subset\": {\n",
+    "        \"region\": SUBSET_REGION,\n",
+    "        \"copy_metadata\": True,\n",
+    "    },\n",
+    "    \"terrain_correction\": {\n",
+    "        \"dem_name\": DEM_NAME,\n",
+    "        \"pixel_spacing_in_meter\": PIXEL_SPACING_M,\n",
+    "        \"save_selected_source_band\": True,\n",
+    "        \"save_local_incidence_angle\": True,\n",
+    "    },\n",
+    "    \"topsar_coregistration\": {\n",
+    "        \"dem_name\": DEM_NAME,\n",
+    "        \"keep_graph\": True,\n",
+    "    },\n",
+    "}\n",
+    "\n",
+    "if not SUBSET_REGION:\n",
+    "    raise ValueError(\"Set SUBSET_REGION before running subset / terrain correction\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a524600c",
+   "metadata": {},
+   "source": [
+    "## Step 1: Prepare Master and Slave Independently\n",
     "\n",
-    "is_tops = bool(re.search(r'IW', PRODUCT_PATH.name))\n",
+    "This runs `split_orbit` on each input product separately. `deburst` is applied after pairwise coregistration because ESD needs burst-level inputs."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "ec1f1321",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:07:32.071811Z",
+     "iopub.status.busy": "2026-03-11T23:07:32.071622Z",
+     "iopub.status.idle": "2026-03-11T23:07:32.104800Z",
+     "shell.execute_reply": "2026-03-11T23:07:32.103646Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reusing prepared split/orbit products\n",
+      "Prepared master: /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/master/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB.dim\n",
+      "Prepared slave : /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/slave/S1C_IW_SLC__1SDV_20260208T122502_20260208T122529_006264_00C961_E47A_ORB.dim\n"
+     ]
+    }
+   ],
+   "source": [
+    "pair = PairProducts(master=MASTER_PRODUCT, slave=SLAVE_PRODUCT)\n",
+    "prepared_master = OUTPUT_DIR / \"stepwise\" / \"master\" / f\"{MASTER_PRODUCT.stem}_ORB.dim\"\n",
+    "prepared_slave = OUTPUT_DIR / \"stepwise\" / \"slave\" / f\"{SLAVE_PRODUCT.stem}_ORB.dim\"\n",
+    "\n",
+    "if prepared_master.exists() and prepared_slave.exists():\n",
+    "    prepared_pair = PairProducts(master=prepared_master, slave=prepared_slave)\n",
+    "    print(\"Reusing prepared split/orbit products\")\n",
+    "else:\n",
+    "    prepared_pair = prepare_pair(\n",
+    "        pair=pair,\n",
+    "        outdir=OUTPUT_DIR / \"stepwise\",\n",
+    "        preprocess_graphs=(\"split_orbit\",),\n",
+    "        gpt_path=GPT_PATH.as_posix(),\n",
+    "        snap_userdir=SNAP_USERDIR,\n",
+    "        overrides=COMMON_OVERRIDES,\n",
+    "    )\n",
+    "\n",
+    "print(\"Prepared master:\", prepared_pair.master)\n",
+    "print(\"Prepared slave :\", prepared_pair.slave)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1064f689",
+   "metadata": {},
+   "source": [
+    "## Step 2: Pairwise Coregistration\n",
+    "\n",
+    "This is the multi-input workaround: `snapflow` writes a temporary XML graph that feeds both the prepared master and slave products into `Back-Geocoding`, then into `Enhanced-Spectral-Diversity`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "f267563a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:07:32.107008Z",
+     "iopub.status.busy": "2026-03-11T23:07:32.106787Z",
+     "iopub.status.idle": "2026-03-11T23:07:32.140414Z",
+     "shell.execute_reply": "2026-03-11T23:07:32.139604Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reusing pair coregistration output\n",
+      "Coregistered stack: /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/pair_coreg.dim\n",
+      "Generated graph: /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/pair_coreg_graph.xml\n",
+      "<graph id=\"topsar-coregistration\">\n",
+      "  <version>1.0</version>\n",
+      "  <node id=\"ReadMaster\">\n",
+      "    <operator>Read</operator>\n",
+      "    <sources/>\n",
+      "    <parameters class=\"com.bc.ceres.binding.dom.XppDomElement\">\n",
+      "      <file>${master}</file>\n",
+      "    </parameters>\n",
+      "  </node>\n",
+      "  <node id=\"ReadSlave\">\n",
+      "    <operator>Read</operator>\n",
+      "    <sources/>\n",
+      "    <parameters class=\"com.bc.ceres.binding.dom.XppDomElement\">\n",
+      "      <file>${slave}</file>\n",
+      "    </parameters>\n",
+      "  </node>\n",
+      "  <node id=\"BackGeocoding\">\n",
+      "    <operator>Back-Geocoding</operator>\n",
+      "    <sources>\n",
+      "      <sourceProduct refid=\"ReadMaster\"/>\n",
+      "      <sourceProduct.1 refid=\"ReadSlave\"/>\n",
+      "    </sources>\n",
+      "    <parameters class=\"com.bc.ceres.binding.dom.XppDomElement\">\n",
+      "      <demName>Copernicus 30m Global DEM</demName>\n",
+      "      <demResamplingMethod>BICUBIC_INTERPOLATION</demResamplingMethod>\n",
+      "      <externalDEMFile></externalDEMFile>\n",
+      "      <externalDEMNoDataValue>0.0</externalDEMNoDataValue>\n",
+      "      <resamplingType>BISINC_5_POINT_INTERPOLATION</resamplingType>\n",
+      "      <maskOutAreaWithoutElevation>true</maskOutAreaWithoutElevation>\n",
+      "      <outputRangeAzimuthOffset>false</outputRangeAzimuthOffset>\n",
+      "      <outputDerampDemodPhase>false</outputDerampDemodPhase>\n",
+      "      <disableReramp>false</disableReramp>\n",
+      "    </parameters>\n",
+      "  </node>\n",
+      "  <node id=\"EnhancedSpectralDiversity\">\n",
+      "    <operator>Enhanced-Spectral-Diversity</operator>\n",
+      "    <sources>\n",
+      "      <sourceProduct refid=\"BackGeocoding\"/>\n",
+      "    </sources>\n",
+      "    <parameters class=\"com.bc.ceres.binding.dom.XppDomElement\">\n",
+      "      <fineWinWidthStr>512</fineWinWidthStr>\n",
+      "      <fineWinHeightStr>512</fineWinHeightStr>\n",
+      "      <fineWinAccAzimuth>16</fineWinAccAzimuth>\n",
+      "      <fineWinAccRange>16</fineWinAccRange>\n",
+      "      <fineWinOversampling>128</fineWinOversampling>\n",
+      "      <xCorrThreshold>0.1</xCorrThreshold>\n",
+      "      <cohThreshold>0.3</cohThreshold>\n",
+      "      <numBlocksPerOverlap>10</numBlocksPerOverlap>\n",
+      "      <esdEstimator>Periodogram</esdEstimator>\n",
+      "      <weightFunc>Inv Quadratic</weightFunc>\n",
+      "      <temporalBaselineType>Number of images</temporalBaseline\n"
+     ]
+    }
+   ],
+   "source": [
+    "pair_gpt = GPT(\n",
+    "    product=prepared_pair.master,\n",
+    "    outdir=OUTPUT_DIR / \"stepwise\" / \"pair\",\n",
+    "    format=\"BEAM-DIMAP\",\n",
+    "    gpt_path=GPT_PATH.as_posix(),\n",
+    "    snap_userdir=SNAP_USERDIR,\n",
+    ")\n",
+    "\n",
+    "coreg_target = pair_gpt.outdir / \"pair_coreg.dim\"\n",
+    "if coreg_target.exists():\n",
+    "    coreg_path = coreg_target.as_posix()\n",
+    "    pair_gpt.prod_path = coreg_target\n",
+    "    print(\"Reusing pair coregistration output\")\n",
+    "else:\n",
+    "    coreg_path = pair_gpt.topsar_coregistration(\n",
+    "        master_product=prepared_pair.master,\n",
+    "        slave_product=prepared_pair.slave,\n",
+    "        output_name=\"pair_coreg\",\n",
+    "        **COMMON_OVERRIDES[\"topsar_coregistration\"],\n",
+    "    )\n",
+    "    if coreg_path is None:\n",
+    "        raise RuntimeError(pair_gpt.last_error_summary())\n",
+    "coreg_graph = pair_gpt.outdir / \"pair_coreg_graph.xml\"\n",
+    "\n",
+    "print(\"Coregistered stack:\", coreg_path)\n",
+    "print(\"Generated graph:\", coreg_graph)\n",
+    "print(coreg_graph.read_text(encoding=\"utf-8\")[:2000])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f04685f0",
+   "metadata": {},
+   "source": [
+    "## Step 3: Continue the StaMPS-Prep Chain"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "dc458742",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:07:32.142320Z",
+     "iopub.status.busy": "2026-03-11T23:07:32.142117Z",
+     "iopub.status.idle": "2026-03-11T23:13:53.900743Z",
+     "shell.execute_reply": "2026-03-11T23:13:53.899833Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reusing deburst output\n",
+      "************************************************************************************************************************\n",
+      "OPERATOR: Interferogram\n",
+      "************************************************************************************************************************\n",
+      "Executing GPT command: /shared/home/rdelprete/PythonProjects/srp/snap13/bin/gpt -J-Dsnap.userdir=/shared/home/rdelprete/PythonProjects/srp/.snap -q 14 -x -e -SsourceProduct=/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_DEB.dim Interferogram -PsubtractFlatEarthPhase=true -PsrpPolynomialDegree=5 -PsrpNumberPoints=501 -PorbitDegree=3 -PincludeCoherence=true -PcohWinAz=10 -PcohWinRg=10 -PsquarePixel=true -PsubtractTopographicPhase=false -PdemName=\"SRTM 3Sec\" -PexternalDEMNoDataValue=0.0 -PexternalDEMApplyEGM=true -PtileExtensionPercent=100 -PoutputFlatEarthPhase=false -PoutputTopoPhase=false -PoutputElevation=false -PoutputLatLon=false -t /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_IFG.dim -f BEAM-DIMAP\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "GPT Output: Executing operator...\n",
+      "20%....30%....40%....50%....60%....70%....80%....90%.... done.\n",
+      "Writing...\n",
+      ".10%.20%....30%....40%....50%....60%....70%....80%....90%.... done.\n",
+      "\n",
+      "GPT Warnings: INFO: org.esa.snap.core.gpf.operators.tooladapter.ToolAdapterIO: Initializing external tool adapters\n",
+      "INFO: org.esa.snap.core.util.EngineVersionCheckActivator: Please check regularly for new updates for the best SNAP experience.\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Start writing product S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_DEB_Ifg to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_IFG.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: End writing product S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_IFG to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_IFG.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Time: 17.140 s total,  4.094 ms per line, 0.000166 ms per pixel\n",
+      "-- org.jblas INFO Deleting /tmp/jblas12290772075496802918/libgfortran-5.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas12290772075496802918/libquadmath-0.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas12290772075496802918/libjblas.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas12290772075496802918/libjblas_arch_flavor.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas12290772075496802918\n",
+      "\n",
+      "Command executed successfully!\n",
+      "************************************************************************************************************************\n",
+      "OPERATOR: TopoPhaseRemoval\n",
+      "************************************************************************************************************************\n",
+      "Executing GPT command: /shared/home/rdelprete/PythonProjects/srp/snap13/bin/gpt -J-Dsnap.userdir=/shared/home/rdelprete/PythonProjects/srp/.snap -q 14 -x -e -SsourceProduct=/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_IFG.dim TopoPhaseRemoval -PorbitDegree=3 -PdemName=\"Copernicus 30m Global DEM\" -PexternalDEMNoDataValue=0.0 -PtileExtensionPercent=100 -PoutputTopoPhaseBand=false -PoutputElevationBand=false -PoutputLatLonBands=false -t /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TOPO.dim -f BEAM-DIMAP\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "GPT Output: Executing operator...\n",
+      "20%....30%....40%....50%....60%....70%....80%....90%.... done.\n",
+      "Writing...\n",
+      ".10%.20%....30%....40%....50%....60%....70%....80%....90%.... done.\n",
+      "\n",
+      "GPT Warnings: INFO: org.esa.snap.core.gpf.operators.tooladapter.ToolAdapterIO: Initializing external tool adapters\n",
+      "INFO: org.esa.snap.core.util.EngineVersionCheckActivator: Please check regularly for new updates for the best SNAP experience.\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Start writing product S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_IFG_DInSAR to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TOPO.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: End writing product S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TOPO to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TOPO.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Time: 50.179 s total, 11.984 ms per line, 0.000486 ms per pixel\n",
+      "-- org.jblas INFO Deleting /tmp/jblas5107843525282092961/libgfortran-5.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas5107843525282092961/libquadmath-0.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas5107843525282092961/libjblas.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas5107843525282092961/libjblas_arch_flavor.so\n",
+      "-- org.jblas INFO Deleting /tmp/jblas5107843525282092961\n",
+      "\n",
+      "Command executed successfully!\n",
+      "************************************************************************************************************************\n",
+      "OPERATOR: Subset\n",
+      "************************************************************************************************************************\n",
+      "Executing GPT command: /shared/home/rdelprete/PythonProjects/srp/snap13/bin/gpt -J-Dsnap.userdir=/shared/home/rdelprete/PythonProjects/srp/.snap -q 14 -x -e -Ssource=/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TOPO.dim Subset -Pregion=0,0,4096,4096 -PcopyMetadata=true -t /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_SUB.dim -f BEAM-DIMAP\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "GPT Output: Executing operator...\n",
+      "20%....30%....40%....50%....60%....70%....80%....90%.... done.\n",
+      "Writing...\n",
+      ".10%.20%....30%32%32%.....44%......56%.....68%....78%....88%....98% done.\n",
+      "\n",
+      "GPT Warnings: INFO: org.esa.snap.core.gpf.operators.tooladapter.ToolAdapterIO: Initializing external tool adapters\n",
+      "INFO: org.esa.snap.core.util.EngineVersionCheckActivator: Please check regularly for new updates for the best SNAP experience.\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Start writing product Subset_S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TOPO to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_SUB.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: End writing product S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_SUB to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_SUB.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Time:  1.563 s total,  0.382 ms per line, 0.000093 ms per pixel\n",
+      "\n",
+      "Command executed successfully!\n",
+      "************************************************************************************************************************\n",
+      "OPERATOR: Terrain-Correction\n",
+      "************************************************************************************************************************\n",
+      "Executing GPT command: /shared/home/rdelprete/PythonProjects/srp/snap13/bin/gpt -J-Dsnap.userdir=/shared/home/rdelprete/PythonProjects/srp/.snap -q 14 -x -e -Ssource=/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_SUB.dim Terrain-Correction -PdemName=\"Copernicus 30m Global DEM\" -PexternalDEMNoDataValue=0.0 -PexternalDEMApplyEGM=true -PdemResamplingMethod=BILINEAR_INTERPOLATION -PimgResamplingMethod=BISINC_21_POINT_INTERPOLATION -PpixelSpacingInMeter=14.0 -PpixelSpacingInDegree=0.0 -PmapProjection=\"WGS84(DD)\" -PalignToStandardGrid=false -PstandardGridOriginX=0.0 -PstandardGridOriginY=0.0 -PnodataValueAtSea=false -PsaveDEM=true -PsaveLatLon=false -PsaveIncidenceAngleFromEllipsoid=false -PsaveLocalIncidenceAngle=true -PsaveProjectedLocalIncidenceAngle=false -PsaveSelectedSourceBand=true -PsaveLayoverShadowMask=false -PoutputComplex=true -PapplyRadiometricNormalization=false -PsaveSigmaNought=false -PsaveGammaNought=false -PsaveBetaNought=false -PincidenceAngleForSigma0=\"Use projected local incidence angle from DEM\" -PincidenceAngleForGamma0=\"Use projected local incidence angle from DEM\" -PauxFile=\"Latest Auxiliary File\" -t /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TC.dim -f BEAM-DIMAP\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "GPT Output: Executing operator...\n",
+      "20%....30%....40%....50%....60%.....72%.....84%.....96%.. done.\n",
+      "Writing...\n",
+      "..10%...21%21%.....33%....43%....53%....63%....73%....83%....93%... done.\n",
+      "\n",
+      "GPT Warnings: INFO: org.esa.snap.core.gpf.operators.tooladapter.ToolAdapterIO: Initializing external tool adapters\n",
+      "INFO: org.esa.snap.core.util.EngineVersionCheckActivator: Please check regularly for new updates for the best SNAP experience.\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Start writing product S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_SUB_TC to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TC.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: End writing product S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TC to /shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TC.dim\n",
+      "INFO: org.esa.snap.core.gpf.common.WriteOp: Time: 42.167 s total,  9.940 ms per line, 0.004774 ms per pixel\n",
+      "\n",
+      "Command executed successfully!\n",
+      "{\n",
+      "  \"coregistration\": \"/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/pair_coreg.dim\",\n",
+      "  \"deburst\": \"/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_DEB.dim\",\n",
+      "  \"interferogram\": \"/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_IFG.dim\",\n",
+      "  \"topo_phase_removal\": \"/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TOPO.dim\",\n",
+      "  \"subset\": \"/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_SUB.dim\",\n",
+      "  \"terrain_correction\": \"/shared/home/rdelprete/PythonProjects/srp/data/output/insar_stamps_prep/stepwise/pair/S1A_IW_SLC__1SDV_20260226T122553_20260226T122620_063390_07F662_91CE_ORB_TC.dim\"\n",
+      "}\n"
+     ]
+    }
+   ],
+   "source": [
+    "deburst_target = pair_gpt.outdir / f\"{pair_gpt.name}_DEB.dim\"\n",
+    "if deburst_target.exists():\n",
+    "    deburst_path = deburst_target.as_posix()\n",
+    "    pair_gpt.prod_path = deburst_target\n",
+    "    print(\"Reusing deburst output\")\n",
+    "else:\n",
+    "    deburst_path = pair_gpt.deburst()\n",
+    "    if deburst_path is None:\n",
+    "        raise RuntimeError(pair_gpt.last_error_summary())\n",
+    "\n",
+    "ifg_target = pair_gpt.outdir / f\"{pair_gpt.name}_IFG.dim\"\n",
+    "if ifg_target.exists():\n",
+    "    ifg_path = ifg_target.as_posix()\n",
+    "    pair_gpt.prod_path = ifg_target\n",
+    "    print(\"Reusing interferogram output\")\n",
+    "else:\n",
+    "    ifg_path = pair_gpt.interferogram(**COMMON_OVERRIDES[\"interferogram\"])\n",
+    "    if ifg_path is None:\n",
+    "        raise RuntimeError(pair_gpt.last_error_summary())\n",
+    "\n",
+    "topo_target = pair_gpt.outdir / f\"{pair_gpt.name}_TOPO.dim\"\n",
+    "if topo_target.exists():\n",
+    "    topo_path = topo_target.as_posix()\n",
+    "    pair_gpt.prod_path = topo_target\n",
+    "    print(\"Reusing topo-phase-removal output\")\n",
+    "else:\n",
+    "    topo_path = pair_gpt.topo_phase_removal(**COMMON_OVERRIDES[\"topo_phase_removal\"])\n",
+    "    if topo_path is None:\n",
+    "        raise RuntimeError(pair_gpt.last_error_summary())\n",
+    "\n",
+    "subset_target = pair_gpt.outdir / f\"{pair_gpt.name}_SUB.dim\"\n",
+    "if subset_target.exists():\n",
+    "    subset_path = subset_target.as_posix()\n",
+    "    pair_gpt.prod_path = subset_target\n",
+    "    print(\"Reusing subset output\")\n",
+    "else:\n",
+    "    subset_path = pair_gpt.subset(**COMMON_OVERRIDES[\"subset\"])\n",
+    "    if subset_path is None:\n",
+    "        raise RuntimeError(pair_gpt.last_error_summary())\n",
+    "\n",
+    "terrain_target = pair_gpt.outdir / f\"{pair_gpt.name}_TC.dim\"\n",
+    "if terrain_target.exists():\n",
+    "    terrain_path = terrain_target.as_posix()\n",
+    "    pair_gpt.prod_path = terrain_target\n",
+    "    print(\"Reusing terrain-correction output\")\n",
+    "else:\n",
+    "    terrain_path = pair_gpt.terrain_correction(**COMMON_OVERRIDES[\"terrain_correction\"])\n",
+    "    if terrain_path is None:\n",
+    "        raise RuntimeError(pair_gpt.last_error_summary())\n",
+    "\n",
+    "print(json.dumps({\n",
+    "    \"coregistration\": coreg_path,\n",
+    "    \"deburst\": deburst_path,\n",
+    "    \"interferogram\": ifg_path,\n",
+    "    \"topo_phase_removal\": topo_path,\n",
+    "    \"subset\": subset_path,\n",
+    "    \"terrain_correction\": terrain_path,\n",
+    "}, indent=2))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ed6e055a",
+   "metadata": {},
+   "source": [
+    "## Optional: Run the Same Chain Through the Workflow Helper"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "236bee8a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-03-11T23:13:53.903979Z",
+     "iopub.status.busy": "2026-03-11T23:13:53.903742Z",
+     "iopub.status.idle": "2026-03-11T23:13:53.907787Z",
+     "shell.execute_reply": "2026-03-11T23:13:53.907034Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Skipping workflow helper rerun. Set RUN_WORKFLOW_HELPER=True to execute it.\n"
+     ]
+    }
+   ],
+   "source": [
+    "RUN_WORKFLOW_HELPER = False\n",
     "\n",
-    "op = GPT(product=PRODUCT_PATH, outdir=OUTPUT_DIR, format='BEAM-DIMAP', gpt_path=GPT_PATH)\n",
-    "op.ApplyOrbitFile()\n",
-    "if is_tops:\n",
-    "    op.Deburst()\n",
-    "op.Calibration(output_complex=True)\n",
-    "op.TerrainCorrection(map_projection='AUTO:42001', pixel_spacing_in_meter=10.0)\n"
+    "if RUN_WORKFLOW_HELPER:\n",
+    "    workflow_output = run_pair_workflow(\n",
+    "        pair=pair,\n",
+    "        outdir=OUTPUT_DIR / \"workflow\",\n",
+    "        workflow=\"stamps_prep\",\n",
+    "        gpt_path=GPT_PATH.as_posix(),\n",
+    "        snap_userdir=SNAP_USERDIR,\n",
+    "        overrides=COMMON_OVERRIDES,\n",
+    "    )\n",
+    "    print(\"Workflow output:\", workflow_output)\n",
+    "else:\n",
+    "    print(\"Skipping workflow helper rerun. Set RUN_WORKFLOW_HELPER=True to execute it.\")"
    ]
   }
  ],
@@ -74,7 +684,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.12.12"
   }
  },
  "nbformat": 4,
diff --git a/sarpyx/snapflow/__init__.py b/sarpyx/snapflow/__init__.py
index 709ff71..8fc5ec1 100755
--- a/sarpyx/snapflow/__init__.py
+++ b/sarpyx/snapflow/__init__.py
@@ -1,19 +1,33 @@
-"""SNAP integration module for sarpyx.
-
-This module provides integration with the Sentinel Application Platform (SNAP)
-for SAR data processing workflows.
-"""
+"""SNAP integration module for sarpyx."""
 
 from sarpyx.snapflow.engine import GPT
+from sarpyx.snapflow.snap2stamps import (
+    PairProducts,
+    SNAP2STAMPS_PIPELINES,
+    SNAP2STAMPS_WORKFLOWS,
+    build_gpt,
+    get_pipeline_definition,
+    list_pipeline_names,
+    pipeline_requires_multi_input,
+    pipeline_requires_pair,
+    prepare_pair,
+    run_pair_workflow,
+    run_processing_pipeline,
+)
 
-__all__ = ["GPT"]
-
-# Keep snapflow import resilient while snap2stamps APIs evolve.
-try:  # pragma: no cover - exercised by import smoke tests
-    from sarpyx.snapflow.snap2stamps_pipelines import Snap2StampsRunner
-except ImportError:
-    pass
-else:
-    __all__.append("Snap2StampsRunner")
+__all__ = [
+    "GPT",
+    "PairProducts",
+    "SNAP2STAMPS_PIPELINES",
+    "SNAP2STAMPS_WORKFLOWS",
+    "build_gpt",
+    "get_pipeline_definition",
+    "list_pipeline_names",
+    "pipeline_requires_multi_input",
+    "pipeline_requires_pair",
+    "prepare_pair",
+    "run_pair_workflow",
+    "run_processing_pipeline",
+]
 
 __version__ = '0.1.5'
diff --git a/sarpyx/snapflow/engine.py b/sarpyx/snapflow/engine.py
index 738fd54..d6768d9 100755
--- a/sarpyx/snapflow/engine.py
+++ b/sarpyx/snapflow/engine.py
@@ -13,6 +13,7 @@
 from typing import List, Optional, Union
 from urllib import request
 import json
+from xml.sax.saxutils import escape
 
 warnings.filterwarnings('ignore')
 
@@ -215,21 +216,26 @@ def _get_gpt_executable(self, gpt_path: Optional[str] = None) -> str:
         else:
             return 'gpt'
 
-    def _reset_command(self) -> None:
+    def _reset_command(self, source_param: str = "source") -> None:
         """Reset the command list for a new GPT operation."""
         self.current_cmd = self._base_cmd()
-        self.current_cmd.append(f'-Ssource={self.prod_path.as_posix()}')
+        self.current_cmd.append(f'-S{source_param}={self.prod_path.as_posix()}')
 
     def run_graph(
         self,
         graph_path: str | Path,
         output_path: str | Path,
         delete_graph: bool = False,
+        parameters: Optional[dict[str, str | Path | int | float | bool]] = None,
     ) -> Optional[str]:
         """Execute a standalone GPT XML graph file."""
         graph_path = Path(graph_path)
         output_path = Path(output_path)
         self.current_cmd = self._base_cmd()
+        if parameters:
+            for name, value in parameters.items():
+                rendered = json.dumps(Path(value).as_posix() if isinstance(value, Path) else value)
+                self.current_cmd.append(f"-P{name}={rendered}")
         self.current_cmd.append(graph_path.as_posix())
 
         if self._execute_command():
@@ -239,6 +245,18 @@ def run_graph(
             return output_path.as_posix()
         return None
 
+    def _write_graph(
+        self,
+        suffix: str,
+        graph_xml: str,
+        output_name: Optional[str] = None,
+    ) -> tuple[Path, Path]:
+        """Persist a temporary XML graph alongside its expected output path."""
+        output_path = self._build_output_path(suffix=suffix, output_name=output_name)
+        graph_path = self.outdir / f"{output_path.stem}_graph.xml"
+        graph_path.write_text(graph_xml, encoding="utf-8")
+        return graph_path, output_path
+
     def _build_output_path(self, suffix: str, output_name: Optional[str] = None) -> Path:
         """Build the output path for a processing step.
         
@@ -2194,7 +2212,7 @@ def topo_phase_removal(
         Returns:
             Path to output product with topographic phase removed, or None if failed.
         """
-        self._reset_command()
+        self._reset_command(source_param='sourceProduct')
         
         cmd_params = [
             f'-PorbitDegree={orbit_degree}',
@@ -2963,7 +2981,7 @@ def interferogram(
         Returns:
             Path to interferogram output product, or None if failed.
         """
-        self._reset_command()
+        self._reset_command(source_param='sourceProduct')
         
         cmd_params = [
             f'-PsubtractFlatEarthPhase={str(subtract_flat_earth_phase).lower()}',
@@ -3081,6 +3099,335 @@ def back_geocoding(
         self.current_cmd.append(f'Back-Geocoding {" ".join(cmd_params)}')
         return self._call(suffix='BGEO', output_name=output_name)
 
+    def topsar_coregistration(
+        self,
+        master_product: str | Path,
+        slave_product: str | Path,
+        use_esd: bool = True,
+        dem_name: str = "SRTM 3Sec",
+        dem_resampling_method: str = "BICUBIC_INTERPOLATION",
+        external_dem_file: Optional[str | Path] = None,
+        external_dem_no_data_value: float = 0.0,
+        resampling_type: str = "BISINC_5_POINT_INTERPOLATION",
+        mask_out_area_without_elevation: bool = True,
+        output_range_azimuth_offset: bool = False,
+        output_deramp_demod_phase: bool = False,
+        disable_reramp: bool = False,
+        fine_win_width_str: str = "512",
+        fine_win_height_str: str = "512",
+        fine_win_acc_azimuth: str = "16",
+        fine_win_acc_range: str = "16",
+        fine_win_oversampling: str = "128",
+        x_corr_threshold: float = 0.1,
+        coh_threshold: float = 0.3,
+        num_blocks_per_overlap: int = 10,
+        esd_estimator: str = "Periodogram",
+        weight_func: str = "Inv Quadratic",
+        temporal_baseline_type: str = "Number of images",
+        max_temporal_baseline: int = 4,
+        integration_method: str = "L1 and L2",
+        do_not_write_target_bands: bool = False,
+        use_supplied_range_shift: bool = False,
+        overall_range_shift: float = 0.0,
+        use_supplied_azimuth_shift: bool = False,
+        overall_azimuth_shift: float = 0.0,
+        output_name: Optional[str] = None,
+        keep_graph: bool = False,
+    ) -> Optional[str]:
+        """Coregister a TOPSAR master/slave pair via a temporary SNAP graph.
+
+        SNAP's Back-Geocoding operator consumes multiple inputs, so pairwise
+        TOPSAR coregistration is expressed as an XML graph with explicit master
+        and slave Read nodes followed by optional Enhanced Spectral Diversity.
+        """
+        master_path = Path(master_product)
+        slave_path = Path(slave_product)
+        if not master_path.exists():
+            raise FileNotFoundError(f"Master product path does not exist: {master_path}")
+        if not slave_path.exists():
+            raise FileNotFoundError(f"Slave product path does not exist: {slave_path}")
+
+        external_dem_value = (
+            Path(external_dem_file).as_posix() if external_dem_file else ""
+        )
+        coreg_source = "EnhancedSpectralDiversity" if use_esd else "BackGeocoding"
+        esd_node = f"""
+  <node id="EnhancedSpectralDiversity">
+    <operator>Enhanced-Spectral-Diversity</operator>
+    <sources>
+      <sourceProduct refid="BackGeocoding"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <fineWinWidthStr>{fine_win_width_str}</fineWinWidthStr>
+      <fineWinHeightStr>{fine_win_height_str}</fineWinHeightStr>
+      <fineWinAccAzimuth>{fine_win_acc_azimuth}</fineWinAccAzimuth>
+      <fineWinAccRange>{fine_win_acc_range}</fineWinAccRange>
+      <fineWinOversampling>{fine_win_oversampling}</fineWinOversampling>
+      <xCorrThreshold>{x_corr_threshold}</xCorrThreshold>
+      <cohThreshold>{coh_threshold}</cohThreshold>
+      <numBlocksPerOverlap>{num_blocks_per_overlap}</numBlocksPerOverlap>
+      <esdEstimator>{escape(esd_estimator)}</esdEstimator>
+      <weightFunc>{escape(weight_func)}</weightFunc>
+      <temporalBaselineType>{escape(temporal_baseline_type)}</temporalBaselineType>
+      <maxTemporalBaseline>{max_temporal_baseline}</maxTemporalBaseline>
+      <integrationMethod>{escape(integration_method)}</integrationMethod>
+      <doNotWriteTargetBands>{str(do_not_write_target_bands).lower()}</doNotWriteTargetBands>
+      <useSuppliedRangeShift>{str(use_supplied_range_shift).lower()}</useSuppliedRangeShift>
+      <overallRangeShift>{overall_range_shift}</overallRangeShift>
+      <useSuppliedAzimuthShift>{str(use_supplied_azimuth_shift).lower()}</useSuppliedAzimuthShift>
+      <overallAzimuthShift>{overall_azimuth_shift}</overallAzimuthShift>
+    </parameters>
+  </node>""" if use_esd else ""
+        graph_xml = f"""<graph id="topsar-coregistration">
+  <version>1.0</version>
+  <node id="ReadMaster">
+    <operator>Read</operator>
+    <sources/>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <file>${{master}}</file>
+    </parameters>
+  </node>
+  <node id="ReadSlave">
+    <operator>Read</operator>
+    <sources/>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <file>${{slave}}</file>
+    </parameters>
+  </node>
+  <node id="BackGeocoding">
+    <operator>Back-Geocoding</operator>
+    <sources>
+      <sourceProduct refid="ReadMaster"/>
+      <sourceProduct.1 refid="ReadSlave"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <demName>{escape(dem_name)}</demName>
+      <demResamplingMethod>{dem_resampling_method}</demResamplingMethod>
+      <externalDEMFile>{escape(external_dem_value)}</externalDEMFile>
+      <externalDEMNoDataValue>{external_dem_no_data_value}</externalDEMNoDataValue>
+      <resamplingType>{resampling_type}</resamplingType>
+      <maskOutAreaWithoutElevation>{str(mask_out_area_without_elevation).lower()}</maskOutAreaWithoutElevation>
+      <outputRangeAzimuthOffset>{str(output_range_azimuth_offset).lower()}</outputRangeAzimuthOffset>
+      <outputDerampDemodPhase>{str(output_deramp_demod_phase).lower()}</outputDerampDemodPhase>
+      <disableReramp>{str(disable_reramp).lower()}</disableReramp>
+    </parameters>
+  </node>
+{esd_node}
+  <node id="Write">
+    <operator>Write</operator>
+    <sources>
+      <sourceProduct refid="{coreg_source}"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <file>${{target}}</file>
+      <formatName>{self.format}</formatName>
+    </parameters>
+  </node>
+</graph>
+"""
+        graph_path, output_path = self._write_graph(
+            suffix="COREG",
+            graph_xml=graph_xml,
+            output_name=output_name,
+        )
+        return self.run_graph(
+            graph_path=graph_path,
+            output_path=output_path,
+            delete_graph=not keep_graph,
+            parameters={
+                "master": master_path,
+                "slave": slave_path,
+                "target": output_path,
+            },
+        )
+
+    def topsar_merge_products(
+        self,
+        source_products: list[str | Path],
+        selected_polarisations: Optional[List[str]] = None,
+        output_name: Optional[str] = None,
+        keep_graph: bool = False,
+    ) -> Optional[str]:
+        """Merge multiple TOPSAR products via ProductSet-Reader and TOPSAR-Merge."""
+        if len(source_products) < 2:
+            raise ValueError("topsar_merge_products requires at least two source products")
+
+        product_list = ",".join(Path(product).as_posix() for product in source_products)
+        polarisations = (
+            f"<selectedPolarisations>{','.join(selected_polarisations)}</selectedPolarisations>"
+            if selected_polarisations else
+            "<selectedPolarisations/>"
+        )
+        graph_xml = f"""<graph id="topsar-merge-products">
+  <version>1.0</version>
+  <node id="ProductSetReader">
+    <operator>ProductSet-Reader</operator>
+    <sources/>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <fileList>{escape(product_list)}</fileList>
+    </parameters>
+  </node>
+  <node id="TOPSARMerge">
+    <operator>TOPSAR-Merge</operator>
+    <sources>
+      <sourceProduct.1 refid="ProductSetReader"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      {polarisations}
+    </parameters>
+  </node>
+  <node id="Write">
+    <operator>Write</operator>
+    <sources>
+      <sourceProduct refid="TOPSARMerge"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <file>${{target}}</file>
+      <formatName>{self.format}</formatName>
+    </parameters>
+  </node>
+</graph>
+"""
+        graph_path, output_path = self._write_graph(
+            suffix="MERGE",
+            graph_xml=graph_xml,
+            output_name=output_name,
+        )
+        return self.run_graph(
+            graph_path=graph_path,
+            output_path=output_path,
+            delete_graph=not keep_graph,
+            parameters={"target": output_path},
+        )
+
+    def dem_assisted_coregistration_pair(
+        self,
+        master_product: str | Path,
+        slave_product: str | Path,
+        dem_name: str = "SRTM 3Sec",
+        dem_resampling_method: str = "BICUBIC_INTERPOLATION",
+        external_dem_file: Optional[str | Path] = None,
+        external_dem_no_data_value: float = 0.0,
+        resampling_type: str = "BISINC_5_POINT_INTERPOLATION",
+        mask_out_area_without_elevation: bool = True,
+        output_name: Optional[str] = None,
+        keep_graph: bool = False,
+    ) -> Optional[str]:
+        """Run DEM-Assisted-Coregistration for a master/slave stripmap pair."""
+        master_path = Path(master_product)
+        slave_path = Path(slave_product)
+        if not master_path.exists():
+            raise FileNotFoundError(f"Master product path does not exist: {master_path}")
+        if not slave_path.exists():
+            raise FileNotFoundError(f"Slave product path does not exist: {slave_path}")
+
+        file_list = f"{master_path.as_posix()},{slave_path.as_posix()}"
+        dem_name_value = "External DEM" if external_dem_file else dem_name
+        external_dem_value = Path(external_dem_file).as_posix() if external_dem_file else ""
+        graph_xml = f"""<graph id="dem-assisted-coregistration-pair">
+  <version>1.0</version>
+  <node id="ProductSetReader">
+    <operator>ProductSet-Reader</operator>
+    <sources/>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <fileList>{escape(file_list)}</fileList>
+    </parameters>
+  </node>
+  <node id="DEMAssistedCoregistration">
+    <operator>DEM-Assisted-Coregistration</operator>
+    <sources>
+      <sourceProduct.2 refid="ProductSetReader"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <demName>{escape(dem_name_value)}</demName>
+      <demResamplingMethod>{dem_resampling_method}</demResamplingMethod>
+      <externalDEMFile>{escape(external_dem_value)}</externalDEMFile>
+      <externalDEMNoDataValue>{external_dem_no_data_value}</externalDEMNoDataValue>
+      <resamplingType>{resampling_type}</resamplingType>
+      <maskOutAreaWithoutElevation>{str(mask_out_area_without_elevation).lower()}</maskOutAreaWithoutElevation>
+    </parameters>
+  </node>
+  <node id="Write">
+    <operator>Write</operator>
+    <sources>
+      <sourceProduct refid="DEMAssistedCoregistration"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <file>${{target}}</file>
+      <formatName>{self.format}</formatName>
+    </parameters>
+  </node>
+</graph>
+"""
+        graph_path, output_path = self._write_graph(
+            suffix="DEMCOREG",
+            graph_xml=graph_xml,
+            output_name=output_name,
+        )
+        return self.run_graph(
+            graph_path=graph_path,
+            output_path=output_path,
+            delete_graph=not keep_graph,
+            parameters={"target": output_path},
+        )
+
+    def stamps_export_pair(
+        self,
+        coreg_product: str | Path,
+        ifg_product: str | Path,
+        target_folder: str | Path,
+        psi_format: bool = True,
+        output_name: Optional[str] = None,
+        keep_graph: bool = False,
+    ) -> Optional[str]:
+        """Run StaMPS export for a coreg/IFG pair using a graph with two inputs."""
+        coreg_path = Path(coreg_product)
+        ifg_path = Path(ifg_product)
+        if not coreg_path.exists():
+            raise FileNotFoundError(f"Coregistered product path does not exist: {coreg_path}")
+        if not ifg_path.exists():
+            raise FileNotFoundError(f"Interferogram product path does not exist: {ifg_path}")
+
+        target_folder_path = Path(target_folder)
+        target_folder_path.mkdir(parents=True, exist_ok=True)
+        graph_xml = f"""<graph id="stamps-export-pair">
+  <version>1.0</version>
+  <node id="ReadCoreg">
+    <operator>Read</operator>
+    <sources/>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <file>{coreg_path.as_posix()}</file>
+    </parameters>
+  </node>
+  <node id="ReadIfg">
+    <operator>Read</operator>
+    <sources/>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <file>{ifg_path.as_posix()}</file>
+    </parameters>
+  </node>
+  <node id="StampsExport">
+    <operator>StampsExport</operator>
+    <sources>
+      <sourceProduct refid="ReadCoreg"/>
+      <sourceProduct.1 refid="ReadIfg"/>
+    </sources>
+    <parameters class="com.bc.ceres.binding.dom.XppDomElement">
+      <targetFolder>{target_folder_path.as_posix()}</targetFolder>
+      <psiFormat>{str(psi_format).lower()}</psiFormat>
+    </parameters>
+  </node>
+</graph>
+"""
+        marker_output = self._build_output_path(suffix="STMP", output_name=output_name)
+        graph_path = self.outdir / f"{marker_output.stem}_graph.xml"
+        graph_path.write_text(graph_xml, encoding="utf-8")
+        return self.run_graph(
+            graph_path=graph_path,
+            output_path=marker_output,
+            delete_graph=not keep_graph,
+        )
+
     def create_stack(
         self,
         master_bands: Optional[List[str]] = None,
diff --git a/sarpyx/snapflow/snap2stamps.py b/sarpyx/snapflow/snap2stamps.py
new file mode 100644
index 0000000..4f885df
--- /dev/null
+++ b/sarpyx/snapflow/snap2stamps.py
@@ -0,0 +1,1227 @@
+"""Processing-only SNAP2StaMPS workflows implemented on top of :mod:`snapflow`.
+
+This module covers the upstream SNAP2StaMPS processing branches without
+recreating the original script/config runner UX. The focus is:
+
+- processing branch selection for TOPSAR and Stripmap data
+- reusable Python-callable helpers for the graph families used upstream
+- backward-compatible access to the narrower workflow helpers that previously
+  lived in ``snap2stamps_pipelines.py``
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Any, Callable, Iterable, Literal
+
+from sarpyx.snapflow.engine import GPT
+
+BranchName = Literal["topsar", "stripmap", "generic"]
+InputKind = Literal["single", "pair", "multi"]
+
+
+@dataclass(frozen=True)
+class PipelineStep:
+    """Single operator call in a SNAP pipeline."""
+
+    method: str
+    kwargs: dict[str, Any] = field(default_factory=dict)
+
+
+@dataclass(frozen=True)
+class PairProducts:
+    """Master/slave product pair used for pairwise InSAR preparation."""
+
+    master: str | Path
+    slave: str | Path
+
+    def __post_init__(self) -> None:
+        object.__setattr__(self, "master", Path(self.master))
+        object.__setattr__(self, "slave", Path(self.slave))
+
+
+@dataclass(frozen=True)
+class PipelineDefinition:
+    """Description of an upstream-equivalent processing pipeline variant."""
+
+    name: str
+    branch: BranchName
+    input_kind: InputKind
+    stages: tuple[str, ...]
+    upstream_graph: str | None = None
+    description: str = ""
+
+
+@dataclass(frozen=True)
+class TopsarCoregIfgResult:
+    """Outputs of the TOPSAR coregistration/interferogram branch."""
+
+    coreg_path: str
+    ifg_path: str
+    pipeline_name: str
+
+
+def _as_path_list(products: Iterable[str | Path]) -> list[Path]:
+    paths = [Path(product) for product in products]
+    if not paths:
+        raise ValueError("At least one product path is required")
+    return paths
+
+
+def _external_dem_name(external_dem_file: str | Path | None, default: str) -> str:
+    return "External DEM" if external_dem_file else default
+
+
+def _step_kwargs(
+    method_name: str,
+    default_kwargs: dict[str, Any],
+    overrides: dict[str, dict[str, Any]] | None,
+) -> dict[str, Any]:
+    kwargs = dict(default_kwargs)
+    if overrides and method_name in overrides:
+        kwargs.update(overrides[method_name])
+    return kwargs
+
+
+SNAP2STAMPS_GRAPH_PIPELINES: dict[str, tuple[PipelineStep, ...]] = {
+    "split_orbit": (
+        PipelineStep("topsar_split"),
+        PipelineStep("apply_orbit_file"),
+    ),
+    "deburst": (
+        PipelineStep("deburst"),
+    ),
+    "interferogram": (
+        PipelineStep("interferogram", {"subtract_flat_earth_phase": True}),
+    ),
+    "topo_phase_removal": (
+        PipelineStep("topo_phase_removal"),
+    ),
+    "goldstein_filtering": (
+        PipelineStep("goldstein_phase_filtering"),
+    ),
+    "multilook": (
+        PipelineStep("multilook", {"n_rg_looks": 4, "n_az_looks": 1}),
+    ),
+    "subset": (
+        PipelineStep("subset"),
+    ),
+    "snaphu_export": (
+        PipelineStep("snaphu_export"),
+    ),
+    "snaphu_import": (
+        PipelineStep("snaphu_import"),
+    ),
+    "phase_to_displacement": (
+        PipelineStep("phase_to_displacement"),
+    ),
+    "terrain_correction": (
+        PipelineStep("terrain_correction"),
+    ),
+    "stamps_export": (
+        PipelineStep("stamps_export", {"psi_format": True}),
+    ),
+}
+
+
+PAIRWISE_GRAPH_NAMES = frozenset({"coregistration"})
+
+
+SNAP2STAMPS_PIPELINES: dict[str, PipelineDefinition] = {
+    "topsar_split_applyorbit": PipelineDefinition(
+        name="topsar_split_applyorbit",
+        branch="topsar",
+        input_kind="single",
+        stages=("topsar_split", "apply_orbit_file"),
+        upstream_graph="topsar_master_split_applyorbit.xml / topsar_secondaries_split_applyorbit.xml",
+        description="Split and orbit-correct a single-slice TOPSAR product.",
+    ),
+    "topsar_assemble_split_applyorbit": PipelineDefinition(
+        name="topsar_assemble_split_applyorbit",
+        branch="topsar",
+        input_kind="multi",
+        stages=("slice_assembly", "topsar_split", "apply_orbit_file"),
+        upstream_graph="topsar_master_assemble_split_applyorbit.xml / topsar_secondaries_assemble_split_applyorbit.xml",
+        description="Assemble multi-slice TOPSAR data before split/apply-orbit.",
+    ),
+    "topsar_coreg_ifg": PipelineDefinition(
+        name="topsar_coreg_ifg",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "enhanced_spectral_diversity", "deburst", "interferogram", "deburst"),
+        upstream_graph="topsar_coreg_ifg_computation.xml",
+        description="TOPSAR pair processing with ESD and no subset/topo stage.",
+    ),
+    "topsar_coreg_ifg_ext_dem": PipelineDefinition(
+        name="topsar_coreg_ifg_ext_dem",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "enhanced_spectral_diversity", "deburst", "interferogram", "deburst"),
+        upstream_graph="topsar_coreg_ifg_computation_extDEM.xml",
+        description="TOPSAR pair processing with ESD and external DEM.",
+    ),
+    "topsar_coreg_ifg_subset": PipelineDefinition(
+        name="topsar_coreg_ifg_subset",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "enhanced_spectral_diversity", "deburst", "interferogram", "deburst", "topo_phase_removal", "subset"),
+        upstream_graph="topsar_coreg_ifg_computation_subset.xml",
+        description="TOPSAR pair processing with subset/topo branch enabled.",
+    ),
+    "topsar_coreg_ifg_subset_ext_dem": PipelineDefinition(
+        name="topsar_coreg_ifg_subset_ext_dem",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "enhanced_spectral_diversity", "deburst", "interferogram", "deburst", "topo_phase_removal", "subset"),
+        upstream_graph="topsar_coreg_ifg_computation_subset_extDEM.xml",
+        description="TOPSAR subset branch with external DEM.",
+    ),
+    "topsar_coreg_ifg_no_esd": PipelineDefinition(
+        name="topsar_coreg_ifg_no_esd",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "deburst", "interferogram", "deburst"),
+        upstream_graph="topsar_coreg_ifg_computation_noESD.xml",
+        description="TOPSAR pair processing without ESD for single-burst cases.",
+    ),
+    "topsar_coreg_ifg_no_esd_ext_dem": PipelineDefinition(
+        name="topsar_coreg_ifg_no_esd_ext_dem",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "deburst", "interferogram", "deburst"),
+        upstream_graph="topsar_coreg_ifg_computation_noESD_extDEM.xml",
+        description="TOPSAR no-ESD branch with external DEM.",
+    ),
+    "topsar_coreg_ifg_subset_no_esd": PipelineDefinition(
+        name="topsar_coreg_ifg_subset_no_esd",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "deburst", "interferogram", "deburst", "topo_phase_removal", "subset"),
+        upstream_graph="topsar_coreg_ifg_computation_subset_noESD.xml",
+        description="TOPSAR single-burst branch with subset/topo stage.",
+    ),
+    "topsar_coreg_ifg_subset_no_esd_ext_dem": PipelineDefinition(
+        name="topsar_coreg_ifg_subset_no_esd_ext_dem",
+        branch="topsar",
+        input_kind="pair",
+        stages=("back_geocoding", "deburst", "interferogram", "deburst", "topo_phase_removal", "subset"),
+        upstream_graph="topsar_coreg_ifg_computation_subset_noESD_extDEM.xml",
+        description="TOPSAR single-burst subset branch with external DEM.",
+    ),
+    "topsar_export": PipelineDefinition(
+        name="topsar_export",
+        branch="topsar",
+        input_kind="pair",
+        stages=("stamps_export_pair",),
+        upstream_graph="topsar_export.xml",
+        description="Direct StaMPS export for a single-IW TOPSAR pair.",
+    ),
+    "topsar_export_mergeiw_subset": PipelineDefinition(
+        name="topsar_export_mergeiw_subset",
+        branch="topsar",
+        input_kind="multi",
+        stages=("topsar_merge_products", "topo_phase_removal", "subset", "stamps_export_pair"),
+        upstream_graph="topsar_export_mergeIW_subset.xml",
+        description="Merge multi-IW TOPSAR products before StaMPS export.",
+    ),
+    "topsar_export_mergeiw_subset_ext_dem": PipelineDefinition(
+        name="topsar_export_mergeiw_subset_ext_dem",
+        branch="topsar",
+        input_kind="multi",
+        stages=("topsar_merge_products", "topo_phase_removal", "subset", "stamps_export_pair"),
+        upstream_graph="topsar_export_mergeIW_subset_extDEM.xml",
+        description="Merge multi-IW TOPSAR products before StaMPS export using an external DEM.",
+    ),
+    "stripmap_subset": PipelineDefinition(
+        name="stripmap_subset",
+        branch="stripmap",
+        input_kind="single",
+        stages=("subset",),
+        upstream_graph="stripmap_TSX_Subset.xml",
+        description="Subset Stripmap products prior to coregistration.",
+    ),
+    "stripmap_dem_assisted_coregistration": PipelineDefinition(
+        name="stripmap_dem_assisted_coregistration",
+        branch="stripmap",
+        input_kind="pair",
+        stages=("dem_assisted_coregistration_pair",),
+        upstream_graph="stripmap_DEM_Assisted_Coregistration.xml",
+        description="DEM-assisted Stripmap coregistration.",
+    ),
+    "stripmap_dem_assisted_coregistration_ext_dem": PipelineDefinition(
+        name="stripmap_dem_assisted_coregistration_ext_dem",
+        branch="stripmap",
+        input_kind="pair",
+        stages=("dem_assisted_coregistration_pair",),
+        upstream_graph="stripmap_DEM_Assisted_Coregistration_extDEM.xml",
+        description="DEM-assisted Stripmap coregistration using an external DEM.",
+    ),
+    "stripmap_interferogram_topophase": PipelineDefinition(
+        name="stripmap_interferogram_topophase",
+        branch="stripmap",
+        input_kind="single",
+        stages=("interferogram", "topo_phase_removal"),
+        upstream_graph="stripmap_Interferogram_TopoPhase.xml",
+        description="Stripmap interferogram generation followed by topographic phase removal.",
+    ),
+    "stripmap_interferogram_topophase_ext_dem": PipelineDefinition(
+        name="stripmap_interferogram_topophase_ext_dem",
+        branch="stripmap",
+        input_kind="single",
+        stages=("interferogram", "topo_phase_removal"),
+        upstream_graph="stripmap_Interferogram_TopoPhase_extDEM.xml",
+        description="Stripmap interferogram generation with external DEM topo removal.",
+    ),
+    "stripmap_export": PipelineDefinition(
+        name="stripmap_export",
+        branch="stripmap",
+        input_kind="pair",
+        stages=("stamps_export_pair",),
+        upstream_graph="stripmap_Export.xml",
+        description="StaMPS export for a Stripmap coreg/IFG pair.",
+    ),
+}
+
+
+SNAP2STAMPS_WORKFLOWS: dict[str, tuple[str, ...]] = {
+    "stamps_prep": (
+        "split_orbit",
+        "coregistration",
+        "deburst",
+        "interferogram",
+        "topo_phase_removal",
+        "subset",
+        "terrain_correction",
+    ),
+    "psi_prep": (
+        "split_orbit",
+        "coregistration",
+        "deburst",
+        "interferogram",
+        "topo_phase_removal",
+        "goldstein_filtering",
+        "multilook",
+        "subset",
+        "snaphu_export",
+    ),
+    "psi_post_unwrap": (
+        "snaphu_import",
+        "phase_to_displacement",
+        "terrain_correction",
+        "stamps_export",
+    ),
+    "psi_full": (
+        "split_orbit",
+        "coregistration",
+        "deburst",
+        "interferogram",
+        "topo_phase_removal",
+        "goldstein_filtering",
+        "multilook",
+        "subset",
+        "snaphu_export",
+        "snaphu_import",
+        "phase_to_displacement",
+        "terrain_correction",
+        "stamps_export",
+    ),
+    "sbas_full": (
+        "split_orbit",
+        "coregistration",
+        "deburst",
+        "interferogram",
+        "topo_phase_removal",
+        "goldstein_filtering",
+        "multilook",
+        "subset",
+        "snaphu_export",
+        "snaphu_import",
+        "phase_to_displacement",
+        "terrain_correction",
+    ),
+}
+
+
+def list_pipeline_names(branch: BranchName | None = None) -> tuple[str, ...]:
+    """Return known processing pipeline names, optionally filtered by branch."""
+    names = SNAP2STAMPS_PIPELINES.keys()
+    if branch is None:
+        return tuple(sorted(names))
+    return tuple(
+        sorted(name for name, definition in SNAP2STAMPS_PIPELINES.items() if definition.branch == branch)
+    )
+
+
+def get_pipeline_definition(name: str) -> PipelineDefinition:
+    """Return a pipeline definition by name."""
+    try:
+        return SNAP2STAMPS_PIPELINES[name]
+    except KeyError as exc:
+        available = ", ".join(sorted(SNAP2STAMPS_PIPELINES))
+        raise KeyError(f"Unknown pipeline '{name}'. Available: {available}") from exc
+
+
+def pipeline_requires_pair(name: str) -> bool:
+    """Return ``True`` when a processing branch requires explicit master/slave inputs."""
+    return get_pipeline_definition(name).input_kind == "pair"
+
+
+def pipeline_requires_multi_input(name: str) -> bool:
+    """Return ``True`` when a processing branch requires more than one source product."""
+    return get_pipeline_definition(name).input_kind == "multi"
+
+
+def select_topsar_split_pipeline(source_count: int) -> str:
+    """Select the upstream-equivalent TOPSAR split/apply-orbit branch."""
+    if source_count < 1:
+        raise ValueError("source_count must be >= 1")
+    return "topsar_assemble_split_applyorbit" if source_count > 1 else "topsar_split_applyorbit"
+
+
+def select_topsar_coreg_ifg_pipeline(
+    *,
+    master_count: int,
+    burst_count: int,
+    external_dem_file: str | Path | None = None,
+) -> str:
+    """Select the upstream-equivalent TOPSAR coreg/IFG pipeline variant."""
+    if master_count < 1:
+        raise ValueError("master_count must be >= 1")
+    if burst_count < 1:
+        raise ValueError("burst_count must be >= 1")
+
+    pipeline = "topsar_coreg_ifg"
+    if master_count == 1:
+        pipeline += "_subset"
+    if burst_count == 1:
+        pipeline += "_no_esd"
+    if external_dem_file:
+        pipeline += "_ext_dem"
+    return pipeline
+
+
+def select_topsar_export_pipeline(
+    *,
+    master_count: int,
+    external_dem_file: str | Path | None = None,
+) -> str:
+    """Select the upstream-equivalent TOPSAR StaMPS export branch."""
+    if master_count < 1:
+        raise ValueError("master_count must be >= 1")
+    if master_count == 1:
+        return "topsar_export"
+    return (
+        "topsar_export_mergeiw_subset_ext_dem"
+        if external_dem_file else
+        "topsar_export_mergeiw_subset"
+    )
+
+
+def select_stripmap_coreg_pipeline(external_dem_file: str | Path | None = None) -> str:
+    """Select the upstream-equivalent Stripmap coregistration branch."""
+    return (
+        "stripmap_dem_assisted_coregistration_ext_dem"
+        if external_dem_file else
+        "stripmap_dem_assisted_coregistration"
+    )
+
+
+def select_stripmap_ifg_pipeline(external_dem_file: str | Path | None = None) -> str:
+    """Select the upstream-equivalent Stripmap IFG/topo branch."""
+    return (
+        "stripmap_interferogram_topophase_ext_dem"
+        if external_dem_file else
+        "stripmap_interferogram_topophase"
+    )
+
+
+def _run_step(
+    gpt: GPT,
+    step: PipelineStep,
+    overrides: dict[str, dict[str, Any]] | None = None,
+) -> str:
+    method: Callable[..., str | None] | None = getattr(gpt, step.method, None)
+    if method is None:
+        raise AttributeError(f"GPT does not expose method '{step.method}'")
+
+    kwargs = _step_kwargs(step.method, step.kwargs, overrides)
+    if step.method == "stamps_export" and "target_folder" not in kwargs:
+        kwargs["target_folder"] = (gpt.outdir / "stamps_export").as_posix()
+    if step.method == "snaphu_export":
+        kwargs.setdefault("snaphu_processing_location", gpt.outdir.as_posix())
+
+    result = method(**kwargs)
+    if result is None:
+        raise RuntimeError(f"Operator '{step.method}' failed: {gpt.last_error_summary()}")
+    return result
+
+
+def build_gpt(
+    product: str | Path,
+    outdir: str | Path,
+    *,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+) -> GPT:
+    """Convenience constructor aligned with SNAP2StaMPS-like batch processing."""
+    return GPT(
+        product=product,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+
+
+def run_graph_pipeline(
+    gpt: GPT,
+    graph_name: str,
+    overrides: dict[str, dict[str, Any]] | None = None,
+) -> str:
+    """Run a single-input stage from the legacy graph-pipeline catalog."""
+    if graph_name in PAIRWISE_GRAPH_NAMES:
+        raise ValueError(
+            f"Graph pipeline '{graph_name}' requires a master/slave pair. "
+            "Use run_pair_graph_pipeline()."
+        )
+
+    try:
+        steps = SNAP2STAMPS_GRAPH_PIPELINES[graph_name]
+    except KeyError as exc:
+        available = ", ".join(sorted(set(SNAP2STAMPS_GRAPH_PIPELINES) | set(PAIRWISE_GRAPH_NAMES)))
+        raise KeyError(f"Unknown graph pipeline '{graph_name}'. Available: {available}") from exc
+
+    output = gpt.prod_path.as_posix()
+    for step in steps:
+        output = _run_step(gpt, step, overrides)
+    return output
+
+
+def run_pair_graph_pipeline(
+    gpt: GPT,
+    graph_name: str,
+    pair: PairProducts,
+    overrides: dict[str, dict[str, Any]] | None = None,
+) -> str:
+    """Run a graph pipeline that consumes explicit master and slave products."""
+    if graph_name != "coregistration":
+        raise KeyError(f"Unknown pair graph pipeline '{graph_name}'. Available: coregistration")
+
+    kwargs = overrides.get("topsar_coregistration", {}).copy() if overrides else {}
+    result = gpt.topsar_coregistration(
+        master_product=pair.master,
+        slave_product=pair.slave,
+        **kwargs,
+    )
+    if result is None:
+        raise RuntimeError(f"Operator 'topsar_coregistration' failed: {gpt.last_error_summary()}")
+    return result
+
+
+def prepare_pair(
+    pair: PairProducts,
+    outdir: str | Path,
+    *,
+    preprocess_graphs: tuple[str, ...] = ("split_orbit", "deburst"),
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+    overrides: dict[str, dict[str, Any]] | None = None,
+) -> PairProducts:
+    """Prepare master and slave independently before pairwise processing."""
+    prepared: dict[str, Path] = {}
+    for role, product in (("master", pair.master), ("slave", pair.slave)):
+        gpt = build_gpt(
+            product=product,
+            outdir=Path(outdir) / role,
+            format=format,
+            gpt_path=gpt_path,
+            memory=memory,
+            parallelism=parallelism,
+            timeout=timeout,
+            snap_userdir=snap_userdir,
+        )
+        for graph_name in preprocess_graphs:
+            run_graph_pipeline(gpt=gpt, graph_name=graph_name, overrides=overrides)
+        prepared[role] = Path(gpt.prod_path)
+    return PairProducts(master=prepared["master"], slave=prepared["slave"])
+
+
+def run_pair_workflow(
+    pair: PairProducts,
+    outdir: str | Path,
+    workflow: str = "stamps_prep",
+    *,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+    overrides: dict[str, dict[str, Any]] | None = None,
+) -> str:
+    """Run a pairwise TOPSAR workflow from split/deburst through final output."""
+    try:
+        graph_names = SNAP2STAMPS_WORKFLOWS[workflow]
+    except KeyError as exc:
+        available = ", ".join(sorted(SNAP2STAMPS_WORKFLOWS))
+        raise KeyError(f"Unknown workflow '{workflow}'. Available: {available}") from exc
+
+    prepared_pair = prepare_pair(
+        pair=pair,
+        outdir=outdir,
+        preprocess_graphs=("split_orbit",),
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+        overrides=overrides,
+    )
+    gpt = build_gpt(
+        product=prepared_pair.master,
+        outdir=Path(outdir) / "pair",
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    output = gpt.prod_path.as_posix()
+    for graph_name in graph_names:
+        if graph_name == "split_orbit":
+            continue
+        if graph_name in PAIRWISE_GRAPH_NAMES:
+            output = run_pair_graph_pipeline(
+                gpt=gpt,
+                graph_name=graph_name,
+                pair=prepared_pair,
+                overrides=overrides,
+            )
+            continue
+        output = run_graph_pipeline(gpt=gpt, graph_name=graph_name, overrides=overrides)
+    return output
+
+
+def run_workflow(
+    gpt: GPT,
+    workflow: str,
+    overrides: dict[str, dict[str, Any]] | None = None,
+) -> str:
+    """Run a composed single-input workflow from the convenience catalog."""
+    try:
+        graph_names = SNAP2STAMPS_WORKFLOWS[workflow]
+    except KeyError as exc:
+        available = ", ".join(sorted(SNAP2STAMPS_WORKFLOWS))
+        raise KeyError(f"Unknown workflow '{workflow}'. Available: {available}") from exc
+
+    if any(graph_name in PAIRWISE_GRAPH_NAMES for graph_name in graph_names):
+        raise ValueError(
+            f"Workflow '{workflow}' contains pairwise steps. "
+            "Use run_pair_workflow() with PairProducts."
+        )
+
+    output = gpt.prod_path.as_posix()
+    for graph_name in graph_names:
+        output = run_graph_pipeline(gpt=gpt, graph_name=graph_name, overrides=overrides)
+    return output
+
+
+def run_topsar_split_apply_orbit(
+    source_products: Iterable[str | Path],
+    outdir: str | Path,
+    *,
+    subswath: str,
+    polarisation: str | None = None,
+    polygon_wkt: str | None = None,
+    output_name: str | None = None,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+    apply_orbit_kwargs: dict[str, Any] | None = None,
+) -> str:
+    """Run the upstream-equivalent TOPSAR split/apply-orbit branch."""
+    products = _as_path_list(source_products)
+    gpt = build_gpt(
+        product=products[0],
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    selected_pols = [polarisation] if polarisation else None
+    if select_topsar_split_pipeline(len(products)) == "topsar_assemble_split_applyorbit":
+        assembled = gpt.slice_assembly(
+            source_products=products,
+            selected_polarisations=selected_pols,
+            output_name=f"{output_name}_assembled" if output_name else None,
+        )
+        if assembled is None:
+            raise RuntimeError(gpt.last_error_summary())
+    split_path = gpt.topsar_split(
+        subswath=subswath,
+        selected_polarisations=selected_pols,
+        wkt_aoi=polygon_wkt,
+        output_name=f"{output_name}_split" if output_name else None,
+    )
+    if split_path is None:
+        raise RuntimeError(gpt.last_error_summary())
+    orbit_kwargs = dict(apply_orbit_kwargs or {})
+    orbit_path = gpt.apply_orbit_file(
+        output_name=output_name,
+        **orbit_kwargs,
+    )
+    if orbit_path is None:
+        raise RuntimeError(gpt.last_error_summary())
+    return orbit_path
+
+
+def run_processing_pipeline(
+    pipeline_name: str,
+    *,
+    outdir: str | Path,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+    source_product: str | Path | None = None,
+    source_products: Iterable[str | Path] | None = None,
+    pair: PairProducts | None = None,
+    target_folder: str | Path | None = None,
+    **kwargs: Any,
+) -> str | TopsarCoregIfgResult:
+    """Run a named upstream-equivalent processing branch from :data:`SNAP2STAMPS_PIPELINES`."""
+    definition = get_pipeline_definition(pipeline_name)
+
+    common = {
+        "outdir": outdir,
+        "format": format,
+        "gpt_path": gpt_path,
+        "memory": memory,
+        "parallelism": parallelism,
+        "timeout": timeout,
+        "snap_userdir": snap_userdir,
+    }
+
+    if pipeline_name in {"topsar_split_applyorbit", "topsar_assemble_split_applyorbit"}:
+        products = source_products or (() if source_product is None else (source_product,))
+        if not products:
+            raise ValueError(f"{pipeline_name} requires source_products or source_product")
+        return run_topsar_split_apply_orbit(products, **common, **kwargs)
+
+    if pipeline_name.startswith("topsar_coreg_ifg"):
+        if pair is None:
+            raise ValueError(f"{pipeline_name} requires pair=PairProducts(...)")
+        return run_topsar_coreg_ifg(pair=pair, **common, **kwargs)
+
+    if pipeline_name.startswith("topsar_export"):
+        if target_folder is None:
+            raise ValueError(f"{pipeline_name} requires target_folder")
+        coreg_products = kwargs.pop("coreg_products", None)
+        ifg_products = kwargs.pop("ifg_products", None)
+        if coreg_products is None or ifg_products is None:
+            raise ValueError(f"{pipeline_name} requires coreg_products and ifg_products")
+        return run_topsar_export(
+            coreg_products=coreg_products,
+            ifg_products=ifg_products,
+            target_folder=target_folder,
+            **common,
+            **kwargs,
+        )
+
+    if pipeline_name == "stripmap_subset":
+        if source_product is None:
+            raise ValueError("stripmap_subset requires source_product")
+        return run_stripmap_subset(product=source_product, **common, **kwargs)
+
+    if pipeline_name.startswith("stripmap_dem_assisted_coregistration"):
+        if pair is None:
+            raise ValueError(f"{pipeline_name} requires pair=PairProducts(...)")
+        return run_stripmap_coreg(pair=pair, **common, **kwargs)
+
+    if pipeline_name.startswith("stripmap_interferogram_topophase"):
+        if source_product is None:
+            raise ValueError(f"{pipeline_name} requires source_product")
+        return run_stripmap_ifg(coreg_product=source_product, **common, **kwargs)
+
+    if pipeline_name == "stripmap_export":
+        if target_folder is None:
+            raise ValueError("stripmap_export requires target_folder")
+        if pair is None:
+            raise ValueError("stripmap_export requires pair=PairProducts(...) with coreg/ifg paths")
+        return run_stripmap_export(
+            coreg_product=pair.master,
+            ifg_product=pair.slave,
+            target_folder=target_folder,
+            **common,
+        )
+
+    raise NotImplementedError(
+        f"Pipeline '{definition.name}' is registered but has no execution dispatcher"
+    )
+
+
+def run_topsar_coreg_ifg(
+    pair: PairProducts,
+    outdir: str | Path,
+    *,
+    master_count: int,
+    burst_count: int,
+    polygon_wkt: str | None = None,
+    subset_region: str = "0,0,0,0",
+    external_dem_file: str | Path | None = None,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+    output_name_prefix: str = "pair",
+) -> TopsarCoregIfgResult:
+    """Run the upstream-equivalent TOPSAR coregistration/interferogram branch."""
+    pipeline_name = select_topsar_coreg_ifg_pipeline(
+        master_count=master_count,
+        burst_count=burst_count,
+        external_dem_file=external_dem_file,
+    )
+    subset_outputs = "subset" in pipeline_name
+    use_esd = "no_esd" not in pipeline_name
+    outdir_path = Path(outdir)
+
+    gpt = build_gpt(
+        product=pair.master,
+        outdir=outdir_path,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    coreg_path = gpt.topsar_coregistration(
+        master_product=pair.master,
+        slave_product=pair.slave,
+        use_esd=use_esd,
+        dem_name=_external_dem_name(external_dem_file, "SRTM 1Sec HGT"),
+        external_dem_file=external_dem_file,
+        output_name=f"{output_name_prefix}_coreg",
+    )
+    if coreg_path is None:
+        raise RuntimeError(gpt.last_error_summary())
+
+    coreg_stack_gpt = build_gpt(
+        product=coreg_path,
+        outdir=outdir_path,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    coreg_deburst = coreg_stack_gpt.deburst(output_name=f"{output_name_prefix}_coreg_deb")
+    if coreg_deburst is None:
+        raise RuntimeError(coreg_stack_gpt.last_error_summary())
+
+    ifg_gpt = build_gpt(
+        product=coreg_deburst,
+        outdir=outdir_path,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    ifg_path = ifg_gpt.interferogram(output_name=f"{output_name_prefix}_ifg_raw")
+    if ifg_path is None:
+        raise RuntimeError(ifg_gpt.last_error_summary())
+    ifg_deburst = ifg_gpt.deburst(output_name=f"{output_name_prefix}_ifg")
+    if ifg_deburst is None:
+        raise RuntimeError(ifg_gpt.last_error_summary())
+
+    final_coreg = coreg_deburst
+    final_ifg = ifg_deburst
+    if subset_outputs:
+        topo_gpt = build_gpt(
+            product=ifg_deburst,
+            outdir=outdir_path,
+            format=format,
+            gpt_path=gpt_path,
+            memory=memory,
+            parallelism=parallelism,
+            timeout=timeout,
+            snap_userdir=snap_userdir,
+        )
+        topo_path = topo_gpt.topo_phase_removal(
+            dem_name=_external_dem_name(external_dem_file, "SRTM 1Sec HGT"),
+            external_dem_file=external_dem_file,
+            output_name=f"{output_name_prefix}_ifg_topo",
+        )
+        if topo_path is None:
+            raise RuntimeError(topo_gpt.last_error_summary())
+        final_ifg = topo_gpt.subset(
+            region=subset_region,
+            geo_region=polygon_wkt,
+            copy_metadata=True,
+            output_name=f"{output_name_prefix}_ifg_subset",
+        )
+        if final_ifg is None:
+            raise RuntimeError(topo_gpt.last_error_summary())
+
+        subset_coreg_gpt = build_gpt(
+            product=coreg_deburst,
+            outdir=outdir_path,
+            format=format,
+            gpt_path=gpt_path,
+            memory=memory,
+            parallelism=parallelism,
+            timeout=timeout,
+            snap_userdir=snap_userdir,
+        )
+        final_coreg = subset_coreg_gpt.subset(
+            region=subset_region,
+            geo_region=polygon_wkt,
+            copy_metadata=True,
+            output_name=f"{output_name_prefix}_coreg_subset",
+        )
+        if final_coreg is None:
+            raise RuntimeError(subset_coreg_gpt.last_error_summary())
+
+    return TopsarCoregIfgResult(
+        coreg_path=final_coreg,
+        ifg_path=final_ifg,
+        pipeline_name=pipeline_name,
+    )
+
+
+def run_topsar_export(
+    coreg_products: Iterable[str | Path],
+    ifg_products: Iterable[str | Path],
+    outdir: str | Path,
+    *,
+    target_folder: str | Path,
+    master_count: int,
+    polygon_wkt: str | None = None,
+    subset_region: str = "0,0,0,0",
+    external_dem_file: str | Path | None = None,
+    selected_polarisations: list[str] | None = None,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+) -> str:
+    """Run the upstream-equivalent TOPSAR StaMPS export branch."""
+    coreg_paths = _as_path_list(coreg_products)
+    ifg_paths = _as_path_list(ifg_products)
+    pipeline_name = select_topsar_export_pipeline(
+        master_count=master_count,
+        external_dem_file=external_dem_file,
+    )
+    gpt = build_gpt(
+        product=coreg_paths[0],
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    if pipeline_name == "topsar_export":
+        if len(coreg_paths) != 1 or len(ifg_paths) != 1:
+            raise ValueError("topsar_export expects exactly one coreg product and one IFG product")
+        exported = gpt.stamps_export_pair(
+            coreg_product=coreg_paths[0],
+            ifg_product=ifg_paths[0],
+            target_folder=target_folder,
+            output_name="topsar_export",
+        )
+        if exported is None:
+            raise RuntimeError(gpt.last_error_summary())
+        return exported
+
+    merged_coreg = gpt.topsar_merge_products(
+        source_products=coreg_paths,
+        selected_polarisations=selected_polarisations,
+        output_name="topsar_export_coreg_merge",
+    )
+    if merged_coreg is None:
+        raise RuntimeError(gpt.last_error_summary())
+    merged_ifg = gpt.topsar_merge_products(
+        source_products=ifg_paths,
+        selected_polarisations=selected_polarisations,
+        output_name="topsar_export_ifg_merge",
+    )
+    if merged_ifg is None:
+        raise RuntimeError(gpt.last_error_summary())
+
+    topo_gpt = build_gpt(
+        product=merged_ifg,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    topo_ifg = topo_gpt.topo_phase_removal(
+        dem_name=_external_dem_name(external_dem_file, "SRTM 1Sec HGT"),
+        external_dem_file=external_dem_file,
+        output_name="topsar_export_ifg_topo",
+    )
+    if topo_ifg is None:
+        raise RuntimeError(topo_gpt.last_error_summary())
+    subset_ifg = topo_gpt.subset(
+        region=subset_region,
+        geo_region=polygon_wkt,
+        copy_metadata=True,
+        output_name="topsar_export_ifg_subset",
+    )
+    if subset_ifg is None:
+        raise RuntimeError(topo_gpt.last_error_summary())
+
+    subset_coreg_gpt = build_gpt(
+        product=merged_coreg,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    subset_coreg = subset_coreg_gpt.subset(
+        region=subset_region,
+        geo_region=polygon_wkt,
+        copy_metadata=True,
+        output_name="topsar_export_coreg_subset",
+    )
+    if subset_coreg is None:
+        raise RuntimeError(subset_coreg_gpt.last_error_summary())
+
+    export_gpt = build_gpt(
+        product=subset_coreg,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    exported = export_gpt.stamps_export_pair(
+        coreg_product=subset_coreg,
+        ifg_product=subset_ifg,
+        target_folder=target_folder,
+        output_name="topsar_export_mergeiw",
+    )
+    if exported is None:
+        raise RuntimeError(export_gpt.last_error_summary())
+    return exported
+
+
+def run_stripmap_subset(
+    product: str | Path,
+    outdir: str | Path,
+    *,
+    region: str | None = None,
+    polygon_wkt: str | None = None,
+    output_name: str | None = None,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+) -> str:
+    """Run the Stripmap subset branch."""
+    gpt = build_gpt(
+        product=product,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    subset_path = gpt.subset(
+        region=region,
+        geo_region=polygon_wkt,
+        copy_metadata=True,
+        output_name=output_name,
+    )
+    if subset_path is None:
+        raise RuntimeError(gpt.last_error_summary())
+    return subset_path
+
+
+def run_stripmap_coreg(
+    pair: PairProducts,
+    outdir: str | Path,
+    *,
+    external_dem_file: str | Path | None = None,
+    output_name: str | None = None,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+) -> str:
+    """Run the Stripmap DEM-assisted coregistration branch."""
+    gpt = build_gpt(
+        product=pair.master,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    coreg_path = gpt.dem_assisted_coregistration_pair(
+        master_product=pair.master,
+        slave_product=pair.slave,
+        dem_name=_external_dem_name(external_dem_file, "SRTM 1Sec HGT"),
+        external_dem_file=external_dem_file,
+        output_name=output_name,
+    )
+    if coreg_path is None:
+        raise RuntimeError(gpt.last_error_summary())
+    return coreg_path
+
+
+def run_stripmap_ifg(
+    coreg_product: str | Path,
+    outdir: str | Path,
+    *,
+    external_dem_file: str | Path | None = None,
+    output_name_prefix: str = "stripmap",
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+) -> str:
+    """Run the Stripmap interferogram/topographic-phase branch."""
+    gpt = build_gpt(
+        product=coreg_product,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    ifg_path = gpt.interferogram(
+        dem_name="SRTM 3Sec",
+        output_name=f"{output_name_prefix}_ifg",
+    )
+    if ifg_path is None:
+        raise RuntimeError(gpt.last_error_summary())
+    topo_path = gpt.topo_phase_removal(
+        dem_name=_external_dem_name(external_dem_file, "SRTM 1Sec HGT"),
+        external_dem_file=external_dem_file,
+        output_name=f"{output_name_prefix}_topo",
+    )
+    if topo_path is None:
+        raise RuntimeError(gpt.last_error_summary())
+    return topo_path
+
+
+def run_stripmap_export(
+    coreg_product: str | Path,
+    ifg_product: str | Path,
+    outdir: str | Path,
+    *,
+    target_folder: str | Path,
+    format: str = "BEAM-DIMAP",
+    gpt_path: str = "/usr/local/snap/bin/gpt",
+    memory: str | None = None,
+    parallelism: int | None = 14,
+    timeout: int | None = 7200,
+    snap_userdir: str | Path | None = None,
+) -> str:
+    """Run the Stripmap StaMPS export branch."""
+    gpt = build_gpt(
+        product=coreg_product,
+        outdir=outdir,
+        format=format,
+        gpt_path=gpt_path,
+        memory=memory,
+        parallelism=parallelism,
+        timeout=timeout,
+        snap_userdir=snap_userdir,
+    )
+    exported = gpt.stamps_export_pair(
+        coreg_product=coreg_product,
+        ifg_product=ifg_product,
+        target_folder=target_folder,
+        output_name="stripmap_export",
+    )
+    if exported is None:
+        raise RuntimeError(gpt.last_error_summary())
+    return exported
+
+
+__all__ = [
+    "PAIRWISE_GRAPH_NAMES",
+    "PairProducts",
+    "PipelineDefinition",
+    "PipelineStep",
+    "SNAP2STAMPS_GRAPH_PIPELINES",
+    "SNAP2STAMPS_PIPELINES",
+    "SNAP2STAMPS_WORKFLOWS",
+    "TopsarCoregIfgResult",
+    "build_gpt",
+    "get_pipeline_definition",
+    "list_pipeline_names",
+    "pipeline_requires_multi_input",
+    "pipeline_requires_pair",
+    "prepare_pair",
+    "run_graph_pipeline",
+    "run_pair_graph_pipeline",
+    "run_pair_workflow",
+    "run_processing_pipeline",
+    "run_stripmap_coreg",
+    "run_stripmap_export",
+    "run_stripmap_ifg",
+    "run_stripmap_subset",
+    "run_topsar_coreg_ifg",
+    "run_topsar_export",
+    "run_topsar_split_apply_orbit",
+    "run_workflow",
+    "select_stripmap_coreg_pipeline",
+    "select_stripmap_ifg_pipeline",
+    "select_topsar_coreg_ifg_pipeline",
+    "select_topsar_export_pipeline",
+    "select_topsar_split_pipeline",
+]
diff --git a/sarpyx/snapflow/snap2stamps_pipelines.py b/sarpyx/snapflow/snap2stamps_pipelines.py
index 8c41e0b..859391c 100644
--- a/sarpyx/snapflow/snap2stamps_pipelines.py
+++ b/sarpyx/snapflow/snap2stamps_pipelines.py
@@ -1,201 +1,4 @@
-"""snap2stamps-equivalent pipelines implemented with :mod:`sarpyx.snapflow` operators.
+"""Deprecated compatibility shim for :mod:`sarpyx.snapflow.snap2stamps`."""
 
-This module captures the operator chains used by the ``snap2stamps`` graph
-collection (v2.0.1) and exposes them as reusable Python pipelines powered by
-:class:`sarpyx.snapflow.engine.GPT` methods.
+from sarpyx.snapflow.snap2stamps import *  # noqa: F401,F403
 
-Design goals
-------------
-- Keep each graph-like workflow as a named, composable pipeline.
-- Allow parameter overrides per operator.
-- Provide higher-level StaMPS-ready end-to-end pipelines (PSI/SBAS style).
-"""
-
-from __future__ import annotations
-
-from dataclasses import dataclass, field
-from pathlib import Path
-from typing import Any, Callable
-
-from sarpyx.snapflow.engine import GPT
-
-
-@dataclass(frozen=True)
-class PipelineStep:
-    """Single operator call in a SNAP pipeline."""
-
-    method: str
-    kwargs: dict[str, Any] = field(default_factory=dict)
-
-
-# Graph-level pipelines (snap2stamps style) mapped to GPT methods.
-SNAP2STAMPS_GRAPH_PIPELINES: dict[str, tuple[PipelineStep, ...]] = {
-    "split_orbit": (
-        PipelineStep("topsar_split"),
-        PipelineStep("apply_orbit_file"),
-    ),
-    "deburst": (
-        PipelineStep("deburst"),
-    ),
-    "coregistration": (
-        PipelineStep("back_geocoding"),
-        PipelineStep("enhanced_spectral_diversity"),
-    ),
-    "interferogram": (
-        PipelineStep("interferogram", {"subtract_flat_earth_phase": True}),
-    ),
-    "topo_phase_removal": (
-        PipelineStep("topo_phase_removal"),
-    ),
-    "goldstein_filtering": (
-        PipelineStep("goldstein_phase_filtering"),
-    ),
-    "multilook": (
-        PipelineStep("multilook", {"n_rg_looks": 4, "n_az_looks": 1}),
-    ),
-    "subset": (
-        PipelineStep("subset"),
-    ),
-    "snaphu_export": (
-        PipelineStep("snaphu_export"),
-    ),
-    "snaphu_import": (
-        PipelineStep("snaphu_import"),
-    ),
-    "phase_to_displacement": (
-        PipelineStep("phase_to_displacement"),
-    ),
-    "terrain_correction": (
-        PipelineStep("terrain_correction"),
-    ),
-    "stamps_export": (PipelineStep("stamps_export", {"psi_format": True}),),
-}
-
-
-# End-to-end pipelines composed from graph-level blocks.
-SNAP2STAMPS_WORKFLOWS: dict[str, tuple[str, ...]] = {
-    "psi_prep": (
-        "split_orbit",
-        "deburst",
-        "coregistration",
-        "interferogram",
-        "topo_phase_removal",
-        "goldstein_filtering",
-        "multilook",
-        "subset",
-        "snaphu_export",
-    ),
-    "psi_post_unwrap": (
-        "snaphu_import",
-        "phase_to_displacement",
-        "terrain_correction",
-        "stamps_export",
-    ),
-    "psi_full": (
-        "split_orbit",
-        "deburst",
-        "coregistration",
-        "interferogram",
-        "topo_phase_removal",
-        "goldstein_filtering",
-        "multilook",
-        "subset",
-        "snaphu_export",
-        "snaphu_import",
-        "phase_to_displacement",
-        "terrain_correction",
-        "stamps_export",
-    ),
-    "sbas_full": (
-        "split_orbit",
-        "deburst",
-        "coregistration",
-        "interferogram",
-        "topo_phase_removal",
-        "goldstein_filtering",
-        "multilook",
-        "subset",
-        "snaphu_export",
-        "snaphu_import",
-        "phase_to_displacement",
-        "terrain_correction",
-    ),
-}
-
-
-def _run_step(gpt: GPT, step: PipelineStep, overrides: dict[str, dict[str, Any]] | None = None) -> str:
-    method: Callable[..., str | None] | None = getattr(gpt, step.method, None)
-    if method is None:
-        raise AttributeError(f"GPT does not expose method '{step.method}'")
-
-    kwargs = dict(step.kwargs)
-    if overrides and step.method in overrides:
-        kwargs.update(overrides[step.method])
-
-    if step.method == "stamps_export" and "target_folder" not in kwargs:
-        kwargs["target_folder"] = (gpt.outdir / "stamps_export").as_posix()
-    if step.method == "snaphu_export":
-        kwargs.setdefault("snaphu_processing_location", gpt.outdir.as_posix())
-
-    result = method(**kwargs)
-    if result is None:
-        raise RuntimeError(f"Operator '{step.method}' failed: {gpt.last_error_summary()}")
-    return result
-
-
-def run_graph_pipeline(
-    gpt: GPT,
-    graph_name: str,
-    overrides: dict[str, dict[str, Any]] | None = None,
-) -> str:
-    """Run a single snap2stamps graph-equivalent pipeline."""
-    try:
-        steps = SNAP2STAMPS_GRAPH_PIPELINES[graph_name]
-    except KeyError as exc:
-        available = ", ".join(sorted(SNAP2STAMPS_GRAPH_PIPELINES))
-        raise KeyError(f"Unknown graph pipeline '{graph_name}'. Available: {available}") from exc
-
-    output = gpt.prod_path.as_posix()
-    for step in steps:
-        output = _run_step(gpt, step, overrides)
-    return output
-
-
-def run_workflow(
-    gpt: GPT,
-    workflow: str,
-    overrides: dict[str, dict[str, Any]] | None = None,
-) -> str:
-    """Run a composed snap2stamps workflow (PSI/SBAS variants)."""
-    try:
-        graph_names = SNAP2STAMPS_WORKFLOWS[workflow]
-    except KeyError as exc:
-        available = ", ".join(sorted(SNAP2STAMPS_WORKFLOWS))
-        raise KeyError(f"Unknown workflow '{workflow}'. Available: {available}") from exc
-
-    output = gpt.prod_path.as_posix()
-    for graph_name in graph_names:
-        output = run_graph_pipeline(gpt=gpt, graph_name=graph_name, overrides=overrides)
-    return output
-
-
-def build_gpt(
-    product: str | Path,
-    outdir: str | Path,
-    *,
-    format: str = "BEAM-DIMAP",
-    gpt_path: str = "/usr/local/snap/bin/gpt",
-    memory: str | None = None,
-    parallelism: int | None = 14,
-    timeout: int | None = 7200,
-) -> GPT:
-    """Convenience constructor aligned with snap2stamps-like batch processing."""
-    return GPT(
-        product=product,
-        outdir=outdir,
-        format=format,
-        gpt_path=gpt_path,
-        memory=memory,
-        parallelism=parallelism,
-        timeout=timeout,
-    )
diff --git a/tests/test_snap2stamps_pipelines.py b/tests/test_snap2stamps_pipelines.py
index 11f3d03..676ea7d 100644
--- a/tests/test_snap2stamps_pipelines.py
+++ b/tests/test_snap2stamps_pipelines.py
@@ -1,85 +1,277 @@
 from pathlib import Path
 
-from sarpyx.snapflow.snap2stamps_pipelines import (
-    Snap2StampsRunner,
-    verify_graph_coverage,
+import pytest
+
+from sarpyx.snapflow import (
+    SNAP2STAMPS_PIPELINES,
+    get_pipeline_definition,
+    list_pipeline_names,
+    pipeline_requires_multi_input,
+    pipeline_requires_pair,
+    run_processing_pipeline,
+)
+from sarpyx.snapflow.engine import GPT
+from sarpyx.snapflow.snap2stamps import (
+    PAIRWISE_GRAPH_NAMES,
+    PairProducts,
+    SNAP2STAMPS_WORKFLOWS,
+    prepare_pair,
+    run_graph_pipeline,
+    run_pair_graph_pipeline,
+    run_pair_workflow,
+    select_stripmap_coreg_pipeline,
+    select_stripmap_ifg_pipeline,
+    select_topsar_coreg_ifg_pipeline,
+    select_topsar_export_pipeline,
+    select_topsar_split_pipeline,
 )
+from sarpyx.snapflow.snap2stamps_pipelines import PairProducts as CompatPairProducts
+
+
+def _touch(path: Path) -> Path:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text("placeholder", encoding="utf-8")
+    return path
+
+
+def test_run_graph_supports_parameters(tmp_path: Path):
+    product = _touch(tmp_path / "input.SAFE")
+    gpt = GPT(product=product, outdir=tmp_path / "out")
+    graph = _touch(tmp_path / "graph.xml")
+    target = tmp_path / "out" / "target.dim"
+
+    def fake_execute() -> bool:
+        target.write_text("done", encoding="utf-8")
+        return True
+
+    gpt._execute_command = fake_execute  # type: ignore[method-assign]
+    out = gpt.run_graph(
+        graph_path=graph,
+        output_path=target,
+        parameters={"master": product, "enabled": True, "count": 3},
+    )
+
+    assert out == target.as_posix()
+    assert any(part.startswith('-Pmaster="') for part in gpt.current_cmd)
+    assert "-Penabled=true" in gpt.current_cmd
+    assert "-Pcount=3" in gpt.current_cmd
+
+
+def test_topsar_coregistration_writes_pair_graph(tmp_path: Path):
+    master = _touch(tmp_path / "master.dim")
+    slave = _touch(tmp_path / "slave.dim")
+    gpt = GPT(product=master, outdir=tmp_path / "out")
+
+    def fake_run_graph(graph_path, output_path, delete_graph=False, parameters=None):
+        text = Path(graph_path).read_text(encoding="utf-8")
+        assert "<operator>Back-Geocoding</operator>" in text
+        assert '<sourceProduct.1 refid="ReadSlave"/>' in text
+        assert "${master}" in text
+        assert "${slave}" in text
+        assert parameters == {
+            "master": master,
+            "slave": slave,
+            "target": Path(output_path),
+        }
+        Path(output_path).write_text("coreg", encoding="utf-8")
+        gpt.prod_path = Path(output_path)
+        return Path(output_path).as_posix()
+
+    gpt.run_graph = fake_run_graph  # type: ignore[method-assign]
+    out = gpt.topsar_coregistration(
+        master_product=master,
+        slave_product=slave,
+        output_name="pair_coreg",
+        keep_graph=True,
+    )
+
+    assert out.endswith("pair_coreg.dim")
+    assert Path(out).exists()
+
+
+def test_pipeline_registry_covers_topsar_and_stripmap():
+    assert "topsar_coreg_ifg_subset_no_esd_ext_dem" in SNAP2STAMPS_PIPELINES
+    assert "stripmap_dem_assisted_coregistration_ext_dem" in SNAP2STAMPS_PIPELINES
+    assert list_pipeline_names("topsar")
+    assert list_pipeline_names("stripmap")
+    assert get_pipeline_definition("topsar_export").input_kind == "pair"
+    assert pipeline_requires_pair("topsar_export") is True
+    assert pipeline_requires_multi_input("topsar_export_mergeiw_subset") is True
+
+
+def test_selector_logic_matches_upstream_branching():
+    assert select_topsar_split_pipeline(1) == "topsar_split_applyorbit"
+    assert select_topsar_split_pipeline(2) == "topsar_assemble_split_applyorbit"
+    assert (
+        select_topsar_coreg_ifg_pipeline(master_count=1, burst_count=1, external_dem_file="dem.tif")
+        == "topsar_coreg_ifg_subset_no_esd_ext_dem"
+    )
+    assert (
+        select_topsar_coreg_ifg_pipeline(master_count=2, burst_count=3, external_dem_file=None)
+        == "topsar_coreg_ifg"
+    )
+    assert select_topsar_export_pipeline(master_count=1) == "topsar_export"
+    assert select_topsar_export_pipeline(master_count=2, external_dem_file="dem.tif") == (
+        "topsar_export_mergeiw_subset_ext_dem"
+    )
+    assert select_stripmap_coreg_pipeline("dem.tif") == "stripmap_dem_assisted_coregistration_ext_dem"
+    assert select_stripmap_ifg_pipeline(None) == "stripmap_interferogram_topophase"
+
 
+def test_single_input_runner_rejects_pair_graph(tmp_path: Path):
+    product = _touch(tmp_path / "input.SAFE")
+    gpt = GPT(product=product, outdir=tmp_path / "out")
 
-def _write_minimal_project_conf(path: Path) -> None:
-    path.write_text(
-        """
-[PROJECT_DEFINITION]
-PROJECTFOLDER = {project}
-GRAPHSFOLDER = {graphs}
-
-[PROC_OPTIONS]
-OVERWRITE = N
-SMARTHDD = Y
-PLOTTING = N
-
-[PROC_PARAMETERS]
-SENSOR = S1
-POLARISATION = VV
-MASTER = {project}/Master
-MASTERSEL = AUTO
-EXTDEM =
-
-[AOI_DEFINITION]
-AOI_MODE = BBOX
-LONMIN = 0.0
-LATMIN = 0.0
-LONMAX = 1.0
-LATMAX = 1.0
-
-[COMPUTING_RESOURCES]
-CPU = 4
-CACHE = 8G
-""".strip().format(project=path.parent.as_posix(), graphs=(Path(__file__).resolve().parents[1] / "snap2stamps" / "graphs").as_posix()),
-        encoding="utf-8",
+    with pytest.raises(ValueError, match="requires a master/slave pair"):
+        run_graph_pipeline(gpt=gpt, graph_name="coregistration")
+
+
+def test_run_pair_graph_pipeline_uses_topsar_coregistration(tmp_path: Path):
+    product = _touch(tmp_path / "input.SAFE")
+    gpt = GPT(product=product, outdir=tmp_path / "out")
+    pair = PairProducts(master=_touch(tmp_path / "master.dim"), slave=_touch(tmp_path / "slave.dim"))
+
+    calls: list[dict[str, Path]] = []
+
+    def fake_coreg(master_product, slave_product, **kwargs):
+        calls.append({"master": Path(master_product), "slave": Path(slave_product)})
+        return (tmp_path / "out" / "coreg.dim").as_posix()
+
+    gpt.topsar_coregistration = fake_coreg  # type: ignore[method-assign]
+    out = run_pair_graph_pipeline(
+        gpt=gpt,
+        graph_name="coregistration",
+        pair=pair,
+        overrides={"topsar_coregistration": {"dem_name": "Copernicus 30m Global DEM"}},
+    )
+
+    assert out.endswith("coreg.dim")
+    assert calls == [{"master": pair.master, "slave": pair.slave}]
+
+
+def test_prepare_pair_runs_split_and_deburst_for_master_and_slave(
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
+):
+    master = _touch(tmp_path / "master.SAFE")
+    slave = _touch(tmp_path / "slave.SAFE")
+    pair = PairProducts(master=master, slave=slave)
+    calls: list[tuple[Path, str]] = []
+
+    class FakeGPT:
+        def __init__(self, product, outdir, **kwargs):
+            self.prod_path = Path(product)
+            self.outdir = Path(outdir)
+
+    def fake_build_gpt(product, outdir, **kwargs):
+        return FakeGPT(product=product, outdir=outdir)
+
+    def fake_run_graph_pipeline(gpt, graph_name, overrides=None):
+        calls.append((gpt.outdir, graph_name))
+        gpt.prod_path = gpt.outdir / f"{Path(gpt.prod_path).stem}_{graph_name}.dim"
+        return gpt.prod_path.as_posix()
+
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.build_gpt", fake_build_gpt)
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.run_graph_pipeline", fake_run_graph_pipeline)
+
+    prepared = prepare_pair(pair=pair, outdir=tmp_path / "proc")
+
+    assert calls == [
+        (tmp_path / "proc" / "master", "split_orbit"),
+        (tmp_path / "proc" / "master", "deburst"),
+        (tmp_path / "proc" / "slave", "split_orbit"),
+        (tmp_path / "proc" / "slave", "deburst"),
+    ]
+    assert prepared.master.name.endswith("_deburst.dim")
+    assert prepared.slave.name.endswith("_deburst.dim")
+
+
+def test_run_pair_workflow_uses_requested_stamps_chain(
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
+):
+    assert PAIRWISE_GRAPH_NAMES == {"coregistration"}
+    assert SNAP2STAMPS_WORKFLOWS["stamps_prep"] == (
+        "split_orbit",
+        "coregistration",
+        "deburst",
+        "interferogram",
+        "topo_phase_removal",
+        "subset",
+        "terrain_correction",
+    )
+
+    pair = PairProducts(master=_touch(tmp_path / "master.SAFE"), slave=_touch(tmp_path / "slave.SAFE"))
+    execution: list[str] = []
+
+    class FakeGPT:
+        def __init__(self, product, outdir, **kwargs):
+            self.prod_path = Path(product)
+            self.outdir = Path(outdir)
+
+    monkeypatch.setattr(
+        "sarpyx.snapflow.snap2stamps.prepare_pair",
+        lambda **kwargs: PairProducts(
+            master=tmp_path / "proc" / "master" / "master_deburst.dim",
+            slave=tmp_path / "proc" / "slave" / "slave_deburst.dim",
+        ),
+    )
+    monkeypatch.setattr(
+        "sarpyx.snapflow.snap2stamps.build_gpt",
+        lambda product, outdir, **kwargs: FakeGPT(product=product, outdir=outdir),
     )
 
+    def fake_run_pair_graph_pipeline(gpt, graph_name, pair, overrides=None):
+        execution.append(graph_name)
+        gpt.prod_path = gpt.outdir / "pair_coreg.dim"
+        return gpt.prod_path.as_posix()
 
-def test_verify_graph_coverage_complete():
-    repo_root = Path(__file__).resolve().parents[1]
-    graph_dir = repo_root / "snap2stamps" / "graphs"
-    report = verify_graph_coverage(graph_dir)
+    def fake_run_graph_pipeline(gpt, graph_name, overrides=None):
+        execution.append(graph_name)
+        gpt.prod_path = gpt.outdir / f"{graph_name}.dim"
+        return gpt.prod_path.as_posix()
 
-    assert report["graph_count"] > 0
-    assert report["ok"] is True
-    assert report["unmapped_graphs"] == []
-    assert report["missing_template_files"] == []
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.run_pair_graph_pipeline", fake_run_pair_graph_pipeline)
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.run_graph_pipeline", fake_run_graph_pipeline)
 
+    out = run_pair_workflow(pair=pair, outdir=tmp_path / "proc", workflow="stamps_prep")
 
-def test_runner_builds_bbox_wkt(tmp_path: Path):
-    conf = tmp_path / "project_topsar.conf"
-    _write_minimal_project_conf(conf)
+    assert execution == [
+        "coregistration",
+        "deburst",
+        "interferogram",
+        "topo_phase_removal",
+        "subset",
+        "terrain_correction",
+    ]
+    assert out.endswith("terrain_correction.dim")
 
-    runner = Snap2StampsRunner.from_project_file(conf)
-    wkt = runner._resolve_aoi_wkt()
 
-    assert wkt.startswith("POLYGON")
-    assert "0.0 0.0" in wkt
+def test_run_processing_pipeline_dispatches_to_topsar_helper(monkeypatch: pytest.MonkeyPatch, tmp_path: Path):
+    pair = PairProducts(master=tmp_path / "master.dim", slave=tmp_path / "slave.dim")
+    calls: list[dict[str, object]] = []
 
+    def fake_run_topsar_coreg_ifg(*, pair, outdir, **kwargs):
+        calls.append({"pair": pair, "outdir": Path(outdir), **kwargs})
+        return "result"
 
-def test_render_graph_template(tmp_path: Path):
-    conf = tmp_path / "project_topsar.conf"
-    _write_minimal_project_conf(conf)
-    runner = Snap2StampsRunner.from_project_file(conf)
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.run_topsar_coreg_ifg", fake_run_topsar_coreg_ifg)
 
-    generated = tmp_path / "graphs" / "subset_2run.xml"
-    out = runner._render_graph(
-        graph_name="stripmap_tsx_subset",
-        replacements={
-            "INPUTXML": "/tmp/input.xml",
-            "OUTPUTSUBSETFOLDER": "/tmp/out",
-            "OUTPUTFILE": "scene_sub.dim",
-            "POLYGON": "POLYGON ((0 0,1 0,1 1,0 1,0 0))",
-        },
-        generated_graph_path=generated,
+    out = run_processing_pipeline(
+        "topsar_coreg_ifg_subset",
+        pair=pair,
+        outdir=tmp_path / "out",
+        master_count=1,
+        burst_count=2,
     )
 
-    text = out.read_text(encoding="utf-8")
-    assert "INPUTXML" not in text
-    assert "scene_sub.dim" in text
-    assert "/tmp/input.xml" in text
+    assert out == "result"
+    assert len(calls) == 1
+    assert calls[0]["pair"] == pair
+    assert calls[0]["outdir"] == tmp_path / "out"
+    assert calls[0]["master_count"] == 1
+    assert calls[0]["burst_count"] == 2
+
+
+def test_compatibility_alias_reexports_canonical_types():
+    assert CompatPairProducts is PairProducts

From b47a423260685fd97e46d3c8b690e1fec91a2cee Mon Sep 17 00:00:00 2001
From: rdp_neohpc <robertodelprete88@gmail.com>
Date: Thu, 12 Mar 2026 11:11:06 +0000
Subject: [PATCH 2/4] fix(snapflow): restore snap2stamps contracts

Correct pair preparation defaults for TOPSAR coregistration, make named TOPSAR pipeline dispatch honor the requested variant, and separate single-input versus pair workflow execution.\n\nAdd regression coverage for the restored contracts and workflow input metadata.
---
 sarpyx/snapflow/__init__.py         |   2 +
 sarpyx/snapflow/snap2stamps.py      |  69 ++++++++++----
 tests/test_snap2stamps_pipelines.py | 135 +++++++++++++++++++++++++++-
 3 files changed, 189 insertions(+), 17 deletions(-)

diff --git a/sarpyx/snapflow/__init__.py b/sarpyx/snapflow/__init__.py
index 8fc5ec1..f69fb2f 100755
--- a/sarpyx/snapflow/__init__.py
+++ b/sarpyx/snapflow/__init__.py
@@ -5,6 +5,7 @@
     PairProducts,
     SNAP2STAMPS_PIPELINES,
     SNAP2STAMPS_WORKFLOWS,
+    SNAP2STAMPS_WORKFLOW_INPUTS,
     build_gpt,
     get_pipeline_definition,
     list_pipeline_names,
@@ -20,6 +21,7 @@
     "PairProducts",
     "SNAP2STAMPS_PIPELINES",
     "SNAP2STAMPS_WORKFLOWS",
+    "SNAP2STAMPS_WORKFLOW_INPUTS",
     "build_gpt",
     "get_pipeline_definition",
     "list_pipeline_names",
diff --git a/sarpyx/snapflow/snap2stamps.py b/sarpyx/snapflow/snap2stamps.py
index 4f885df..8ad9ad9 100644
--- a/sarpyx/snapflow/snap2stamps.py
+++ b/sarpyx/snapflow/snap2stamps.py
@@ -19,6 +19,7 @@
 
 BranchName = Literal["topsar", "stripmap", "generic"]
 InputKind = Literal["single", "pair", "multi"]
+WorkflowInputKind = Literal["single", "pair"]
 
 
 @dataclass(frozen=True)
@@ -342,6 +343,14 @@ def _step_kwargs(
     ),
 }
 
+SNAP2STAMPS_WORKFLOW_INPUTS: dict[str, WorkflowInputKind] = {
+    "stamps_prep": "pair",
+    "psi_prep": "pair",
+    "psi_post_unwrap": "single",
+    "psi_full": "pair",
+    "sbas_full": "pair",
+}
+
 
 def list_pipeline_names(branch: BranchName | None = None) -> tuple[str, ...]:
     """Return known processing pipeline names, optionally filtered by branch."""
@@ -530,7 +539,7 @@ def prepare_pair(
     pair: PairProducts,
     outdir: str | Path,
     *,
-    preprocess_graphs: tuple[str, ...] = ("split_orbit", "deburst"),
+    preprocess_graphs: tuple[str, ...] = ("split_orbit",),
     format: str = "BEAM-DIMAP",
     gpt_path: str = "/usr/local/snap/bin/gpt",
     memory: str | None = None,
@@ -539,7 +548,7 @@ def prepare_pair(
     snap_userdir: str | Path | None = None,
     overrides: dict[str, dict[str, Any]] | None = None,
 ) -> PairProducts:
-    """Prepare master and slave independently before pairwise processing."""
+    """Prepare master and slave independently for pairwise TOPSAR processing."""
     prepared: dict[str, Path] = {}
     for role, product in (("master", pair.master), ("slave", pair.slave)):
         gpt = build_gpt(
@@ -577,11 +586,15 @@ def run_pair_workflow(
     except KeyError as exc:
         available = ", ".join(sorted(SNAP2STAMPS_WORKFLOWS))
         raise KeyError(f"Unknown workflow '{workflow}'. Available: {available}") from exc
+    if SNAP2STAMPS_WORKFLOW_INPUTS.get(workflow) != "pair":
+        raise ValueError(
+            f"Workflow '{workflow}' is not pair-based. "
+            "Use run_workflow() for single-input workflows."
+        )
 
     prepared_pair = prepare_pair(
         pair=pair,
         outdir=outdir,
-        preprocess_graphs=("split_orbit",),
         format=format,
         gpt_path=gpt_path,
         memory=memory,
@@ -628,9 +641,9 @@ def run_workflow(
         available = ", ".join(sorted(SNAP2STAMPS_WORKFLOWS))
         raise KeyError(f"Unknown workflow '{workflow}'. Available: {available}") from exc
 
-    if any(graph_name in PAIRWISE_GRAPH_NAMES for graph_name in graph_names):
+    if SNAP2STAMPS_WORKFLOW_INPUTS.get(workflow) != "single":
         raise ValueError(
-            f"Workflow '{workflow}' contains pairwise steps. "
+            f"Workflow '{workflow}' requires pair inputs. "
             "Use run_pair_workflow() with PairProducts."
         )
 
@@ -733,7 +746,12 @@ def run_processing_pipeline(
     if pipeline_name.startswith("topsar_coreg_ifg"):
         if pair is None:
             raise ValueError(f"{pipeline_name} requires pair=PairProducts(...)")
-        return run_topsar_coreg_ifg(pair=pair, **common, **kwargs)
+        return run_topsar_coreg_ifg(
+            pair=pair,
+            pipeline_name=pipeline_name,
+            **common,
+            **kwargs,
+        )
 
     if pipeline_name.startswith("topsar_export"):
         if target_folder is None:
@@ -786,8 +804,9 @@ def run_topsar_coreg_ifg(
     pair: PairProducts,
     outdir: str | Path,
     *,
-    master_count: int,
-    burst_count: int,
+    master_count: int | None = None,
+    burst_count: int | None = None,
+    pipeline_name: str | None = None,
     polygon_wkt: str | None = None,
     subset_region: str = "0,0,0,0",
     external_dem_file: str | Path | None = None,
@@ -800,13 +819,32 @@ def run_topsar_coreg_ifg(
     output_name_prefix: str = "pair",
 ) -> TopsarCoregIfgResult:
     """Run the upstream-equivalent TOPSAR coregistration/interferogram branch."""
-    pipeline_name = select_topsar_coreg_ifg_pipeline(
-        master_count=master_count,
-        burst_count=burst_count,
-        external_dem_file=external_dem_file,
-    )
-    subset_outputs = "subset" in pipeline_name
-    use_esd = "no_esd" not in pipeline_name
+    if pipeline_name is None:
+        if master_count is None or burst_count is None:
+            raise ValueError("master_count and burst_count are required when pipeline_name is not provided")
+        pipeline_name = select_topsar_coreg_ifg_pipeline(
+            master_count=master_count,
+            burst_count=burst_count,
+            external_dem_file=external_dem_file,
+        )
+
+    definition = get_pipeline_definition(pipeline_name)
+    if definition.branch != "topsar" or not pipeline_name.startswith("topsar_coreg_ifg"):
+        raise ValueError(f"Pipeline '{pipeline_name}' is not a TOPSAR coregistration/interferogram pipeline")
+
+    requires_external_dem = "_ext_dem" in pipeline_name
+    if requires_external_dem and external_dem_file is None:
+        raise ValueError(f"Pipeline '{pipeline_name}' requires external_dem_file")
+    if not requires_external_dem and external_dem_file is not None and pipeline_name.endswith("_ext_dem") is False:
+        # Allow callers to pass an external DEM only when running an ext_dem pipeline.
+        raise ValueError(
+            f"Pipeline '{pipeline_name}' does not use external_dem_file. "
+            "Select an '_ext_dem' variant or omit external_dem_file."
+        )
+
+    stages = set(definition.stages)
+    subset_outputs = "subset" in stages
+    use_esd = "enhanced_spectral_diversity" in stages
     outdir_path = Path(outdir)
 
     gpt = build_gpt(
@@ -1200,6 +1238,7 @@ def run_stripmap_export(
     "SNAP2STAMPS_GRAPH_PIPELINES",
     "SNAP2STAMPS_PIPELINES",
     "SNAP2STAMPS_WORKFLOWS",
+    "SNAP2STAMPS_WORKFLOW_INPUTS",
     "TopsarCoregIfgResult",
     "build_gpt",
     "get_pipeline_definition",
diff --git a/tests/test_snap2stamps_pipelines.py b/tests/test_snap2stamps_pipelines.py
index 676ea7d..fb8ddcb 100644
--- a/tests/test_snap2stamps_pipelines.py
+++ b/tests/test_snap2stamps_pipelines.py
@@ -15,6 +15,7 @@
     PAIRWISE_GRAPH_NAMES,
     PairProducts,
     SNAP2STAMPS_WORKFLOWS,
+    SNAP2STAMPS_WORKFLOW_INPUTS,
     prepare_pair,
     run_graph_pipeline,
     run_pair_graph_pipeline,
@@ -149,7 +150,7 @@ def fake_coreg(master_product, slave_product, **kwargs):
     assert calls == [{"master": pair.master, "slave": pair.slave}]
 
 
-def test_prepare_pair_runs_split_and_deburst_for_master_and_slave(
+def test_prepare_pair_defaults_to_split_only_for_master_and_slave(
     tmp_path: Path,
     monkeypatch: pytest.MonkeyPatch,
 ):
@@ -176,6 +177,40 @@ def fake_run_graph_pipeline(gpt, graph_name, overrides=None):
 
     prepared = prepare_pair(pair=pair, outdir=tmp_path / "proc")
 
+    assert calls == [
+        (tmp_path / "proc" / "master", "split_orbit"),
+        (tmp_path / "proc" / "slave", "split_orbit"),
+    ]
+    assert prepared.master.name.endswith("_split_orbit.dim")
+    assert prepared.slave.name.endswith("_split_orbit.dim")
+
+
+def test_prepare_pair_can_opt_in_to_deburst(tmp_path: Path, monkeypatch: pytest.MonkeyPatch):
+    pair = PairProducts(master=_touch(tmp_path / "master.SAFE"), slave=_touch(tmp_path / "slave.SAFE"))
+    calls: list[tuple[Path, str]] = []
+
+    class FakeGPT:
+        def __init__(self, product, outdir, **kwargs):
+            self.prod_path = Path(product)
+            self.outdir = Path(outdir)
+
+    def fake_build_gpt(product, outdir, **kwargs):
+        return FakeGPT(product=product, outdir=outdir)
+
+    def fake_run_graph_pipeline(gpt, graph_name, overrides=None):
+        calls.append((gpt.outdir, graph_name))
+        gpt.prod_path = gpt.outdir / f"{Path(gpt.prod_path).stem}_{graph_name}.dim"
+        return gpt.prod_path.as_posix()
+
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.build_gpt", fake_build_gpt)
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.run_graph_pipeline", fake_run_graph_pipeline)
+
+    prepared = prepare_pair(
+        pair=pair,
+        outdir=tmp_path / "proc",
+        preprocess_graphs=("split_orbit", "deburst"),
+    )
+
     assert calls == [
         (tmp_path / "proc" / "master", "split_orbit"),
         (tmp_path / "proc" / "master", "deburst"),
@@ -247,7 +282,16 @@ def fake_run_graph_pipeline(gpt, graph_name, overrides=None):
     assert out.endswith("terrain_correction.dim")
 
 
-def test_run_processing_pipeline_dispatches_to_topsar_helper(monkeypatch: pytest.MonkeyPatch, tmp_path: Path):
+def test_workflow_registry_declares_pair_and_single_inputs():
+    assert SNAP2STAMPS_WORKFLOW_INPUTS["stamps_prep"] == "pair"
+    assert SNAP2STAMPS_WORKFLOW_INPUTS["psi_full"] == "pair"
+    assert SNAP2STAMPS_WORKFLOW_INPUTS["psi_post_unwrap"] == "single"
+
+
+def test_run_processing_pipeline_dispatches_named_topsar_variant(
+    monkeypatch: pytest.MonkeyPatch,
+    tmp_path: Path,
+):
     pair = PairProducts(master=tmp_path / "master.dim", slave=tmp_path / "slave.dim")
     calls: list[dict[str, object]] = []
 
@@ -269,9 +313,96 @@ def fake_run_topsar_coreg_ifg(*, pair, outdir, **kwargs):
     assert len(calls) == 1
     assert calls[0]["pair"] == pair
     assert calls[0]["outdir"] == tmp_path / "out"
+    assert calls[0]["pipeline_name"] == "topsar_coreg_ifg_subset"
     assert calls[0]["master_count"] == 1
     assert calls[0]["burst_count"] == 2
 
 
+def test_run_topsar_coreg_ifg_honors_named_no_esd_pipeline(
+    monkeypatch: pytest.MonkeyPatch,
+    tmp_path: Path,
+):
+    pair = PairProducts(master=tmp_path / "master.dim", slave=tmp_path / "slave.dim")
+    calls: list[tuple[str, dict[str, object]]] = []
+
+    class FakeGPT:
+        def __init__(self, product, outdir, **kwargs):
+            self.prod_path = Path(product)
+            self.outdir = Path(outdir)
+
+        def last_error_summary(self):
+            return "error"
+
+        def topsar_coregistration(self, **kwargs):
+            calls.append(("coregistration", kwargs))
+            self.prod_path = self.outdir / "coreg.dim"
+            return self.prod_path.as_posix()
+
+        def deburst(self, output_name=None):
+            calls.append(("deburst", {"output_name": output_name, "product": self.prod_path}))
+            self.prod_path = self.outdir / f"{output_name}.dim"
+            return self.prod_path.as_posix()
+
+        def interferogram(self, output_name=None):
+            calls.append(("interferogram", {"output_name": output_name}))
+            self.prod_path = self.outdir / f"{output_name}.dim"
+            return self.prod_path.as_posix()
+
+        def subset(self, **kwargs):
+            calls.append(("subset", kwargs))
+            self.prod_path = self.outdir / f"{kwargs['output_name']}.dim"
+            return self.prod_path.as_posix()
+
+        def topo_phase_removal(self, **kwargs):
+            calls.append(("topo_phase_removal", kwargs))
+            self.prod_path = self.outdir / f"{kwargs['output_name']}.dim"
+            return self.prod_path.as_posix()
+
+    monkeypatch.setattr("sarpyx.snapflow.snap2stamps.build_gpt", lambda *args, **kwargs: FakeGPT(*args, **kwargs))
+
+    result = run_processing_pipeline(
+        "topsar_coreg_ifg_no_esd",
+        pair=pair,
+        outdir=tmp_path / "out",
+        burst_count=3,
+        master_count=2,
+    )
+
+    assert result.pipeline_name == "topsar_coreg_ifg_no_esd"
+    assert calls[0][0] == "coregistration"
+    assert calls[0][1]["use_esd"] is False
+    assert all(name != "subset" for name, _ in calls)
+    assert all(name != "topo_phase_removal" for name, _ in calls)
+
+
+def test_run_topsar_coreg_ifg_ext_dem_requires_dem(tmp_path: Path):
+    pair = PairProducts(master=tmp_path / "master.dim", slave=tmp_path / "slave.dim")
+
+    with pytest.raises(ValueError, match="requires external_dem_file"):
+        run_processing_pipeline(
+            "topsar_coreg_ifg_subset_ext_dem",
+            pair=pair,
+            outdir=tmp_path / "out",
+            master_count=1,
+            burst_count=2,
+        )
+
+
+def test_run_workflow_rejects_pair_workflows(tmp_path: Path):
+    gpt = GPT(product=_touch(tmp_path / "input.SAFE"), outdir=tmp_path / "out")
+
+    with pytest.raises(ValueError, match="requires pair inputs"):
+        from sarpyx.snapflow.snap2stamps import run_workflow
+
+        run_workflow(gpt, "psi_full")
+
+
+def test_run_pair_workflow_rejects_single_input_workflows(tmp_path: Path):
+    pair = PairProducts(master=_touch(tmp_path / "master.SAFE"), slave=_touch(tmp_path / "slave.SAFE"))
+
+    with pytest.raises(ValueError, match="not pair-based"):
+        run_pair_workflow(pair=pair, outdir=tmp_path / "proc", workflow="psi_post_unwrap")
+
+
 def test_compatibility_alias_reexports_canonical_types():
     assert CompatPairProducts is PairProducts

From 8ee33910609589ce8f17952ef25182ad24ced805 Mon Sep 17 00:00:00 2001
From: rdp_neohpc <robertodelprete88@gmail.com>
Date: Thu, 12 Mar 2026 14:31:23 +0000
Subject: [PATCH 3/4] docs(snapflow): refresh snap2stamps docs

Update the static docs generator and regenerate the inventory-driven site so sarpyx.snapflow.snap2stamps is documented as the canonical API path, with snap2stamps_pipelines kept as a deprecated compatibility alias.
---
 docs/api/index.html                           |   12 +-
 docs/api/sarpyx___init__.html                 |    4 +-
 docs/api/sarpyx_cli___init__.html             |    4 +-
 ...x_cli_algorithms_AdaptiveThresholding.html |    4 +-
 docs/api/sarpyx_cli_algorithms___init__.html  |    4 +-
 docs/api/sarpyx_cli_decode.html               |    4 +-
 docs/api/sarpyx_cli_focus.html                |    4 +-
 docs/api/sarpyx_cli_main.html                 |    4 +-
 docs/api/sarpyx_cli_shipdet.html              |    4 +-
 docs/api/sarpyx_cli_unzip.html                |    4 +-
 docs/api/sarpyx_cli_upload.html               |    4 +-
 docs/api/sarpyx_cli_utils.html                |    4 +-
 docs/api/sarpyx_cli_worldsar.html             |    4 +-
 docs/api/sarpyx_processor___init__.html       |    4 +-
 .../sarpyx_processor_algorithms___init__.html |    4 +-
 ...x_processor_algorithms_backprojection.html |    4 +-
 ...sarpyx_processor_algorithms_constants.html |    4 +-
 ...rpyx_processor_algorithms_mbautofocus.html |    4 +-
 docs/api/sarpyx_processor_algorithms_rda.html |    4 +-
 docs/api/sarpyx_processor_core___init__.html  |    4 +-
 docs/api/sarpyx_processor_core_aux.html       |    4 +-
 .../sarpyx_processor_core_code2physical.html  |    4 +-
 docs/api/sarpyx_processor_core_constants.html |    4 +-
 docs/api/sarpyx_processor_core_decode.html    |    4 +-
 .../sarpyx_processor_core_dim_updater.html    |    4 +-
 docs/api/sarpyx_processor_core_focus.html     |    4 +-
 docs/api/sarpyx_processor_core_meta.html      |    4 +-
 docs/api/sarpyx_processor_core_signal.html    |    4 +-
 docs/api/sarpyx_processor_core_spectrum.html  |    4 +-
 .../sarpyx_processor_core_subaperture.html    |    4 +-
 ...x_processor_core_subaperture_full_img.html |    4 +-
 .../api/sarpyx_processor_core_transforms.html |    4 +-
 docs/api/sarpyx_processor_core_utilis.html    |    4 +-
 docs/api/sarpyx_processor_data___init__.html  |    4 +-
 .../api/sarpyx_processor_data_formatters.html |    4 +-
 docs/api/sarpyx_processor_data_readers.html   |    4 +-
 docs/api/sarpyx_processor_data_writers.html   |    4 +-
 docs/api/sarpyx_processor_utils___init__.html |    4 +-
 docs/api/sarpyx_processor_utils_mem.html      |    4 +-
 docs/api/sarpyx_processor_utils_metrics.html  |    4 +-
 docs/api/sarpyx_processor_utils_summary.html  |    4 +-
 docs/api/sarpyx_processor_utils_unzip.html    |    4 +-
 docs/api/sarpyx_processor_utils_viz.html      |    4 +-
 docs/api/sarpyx_science___init__.html         |    4 +-
 docs/api/sarpyx_science_indices.html          |    4 +-
 docs/api/sarpyx_sla___init__.html             |    4 +-
 docs/api/sarpyx_sla_core___init__.html        |    4 +-
 docs/api/sarpyx_sla_core_meta.html            |    4 +-
 docs/api/sarpyx_sla_core_spectrum.html        |    4 +-
 docs/api/sarpyx_sla_metrics.html              |    4 +-
 docs/api/sarpyx_sla_utilis.html               |    4 +-
 docs/api/sarpyx_snapflow___init__.html        |    4 +-
 docs/api/sarpyx_snapflow_engine.html          |    4 +-
 docs/api/sarpyx_snapflow_op.html              |    4 +-
 docs/api/sarpyx_snapflow_snap2stamps.html     |  753 ++++++++++
 ...sarpyx_snapflow_snap2stamps_pipelines.html |  126 +-
 docs/api/sarpyx_utils___init__.html           |    4 +-
 docs/api/sarpyx_utils_complex_losses-OLD.html |    4 +-
 docs/api/sarpyx_utils_dem_utils.html          |    4 +-
 docs/api/sarpyx_utils_executor.html           |    4 +-
 docs/api/sarpyx_utils_geos.html               |    4 +-
 docs/api/sarpyx_utils_grid.html               |    4 +-
 docs/api/sarpyx_utils_hf.html                 |    4 +-
 docs/api/sarpyx_utils_io.html                 |    4 +-
 docs/api/sarpyx_utils_losses.html             |    4 +-
 docs/api/sarpyx_utils_meta.html               |    4 +-
 docs/api/sarpyx_utils_metrics.html            |    4 +-
 docs/api/sarpyx_utils_nisar_utils.html        |    4 +-
 docs/api/sarpyx_utils_peorb.html              |    4 +-
 docs/api/sarpyx_utils_rfigen.html             |    4 +-
 docs/api/sarpyx_utils_sar_loss.html           |    4 +-
 docs/api/sarpyx_utils_up.html                 |    4 +-
 docs/api/sarpyx_utils_viz.html                |    4 +-
 docs/api/sarpyx_utils_wkt_utils.html          |    4 +-
 docs/api/sarpyx_utils_zarr_utils.html         |    4 +-
 docs/api_coverage_checklist.json              |   13 +-
 docs/api_inventory.json                       |  234 ++-
 docs/api_inventory_detailed.json              | 1303 ++++++++++++++++-
 docs/architecture.html                        |    9 +-
 docs/configuration.html                       |    4 +-
 docs/contributing.html                        |    4 +-
 docs/faq.html                                 |    4 +-
 docs/generate_static_site.py                  |    2 +-
 docs/index.html                               |    6 +-
 docs/installation.html                        |    4 +-
 docs/quickstart.html                          |    4 +-
 docs/testing.html                             |    4 +-
 docs/usage.html                               |    4 +-
 88 files changed, 2433 insertions(+), 341 deletions(-)
 create mode 100644 docs/api/sarpyx_snapflow_snap2stamps.html

diff --git a/docs/api/index.html b/docs/api/index.html
index c866010..c317542 100644
--- a/docs/api/index.html
+++ b/docs/api/index.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link active" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -42,16 +42,16 @@ <h1 id="api-reference">API Reference</h1>
   <p>This section is generated from source-derived inventory and covers all detected public/exported modules, functions, classes, and methods.</p>
 
   <div class="card-grid">
-    <section class="card"><h2 id="api-total-modules">Modules</h2><p>73</p></section>
-    <section class="card"><h2 id="api-total-functions">Functions</h2><p>330</p></section>
-    <section class="card"><h2 id="api-total-classes">Classes</h2><p>56</p></section>
+    <section class="card"><h2 id="api-total-modules">Modules</h2><p>74</p></section>
+    <section class="card"><h2 id="api-total-functions">Functions</h2><p>350</p></section>
+    <section class="card"><h2 id="api-total-classes">Classes</h2><p>59</p></section>
     <section class="card"><h2 id="api-total-methods">Methods</h2><p>308</p></section>
   </div>
 
   <h2 id="api-module-index">Module Index</h2>
   <table>
     <thead><tr><th>Module</th><th>Functions</th><th>Classes</th><th>Methods</th><th>File</th></tr></thead>
-    <tbody><tr><td><a href="sarpyx___init__.html"><code>sarpyx.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/__init__.py</code></td></tr><tr><td><a href="sarpyx_cli___init__.html"><code>sarpyx.cli.__init__</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/cli/__init__.py</code></td></tr><tr><td><a href="sarpyx_cli_algorithms_AdaptiveThresholding.html"><code>sarpyx.cli.algorithms.AdaptiveThresholding</code></a></td><td>0</td><td>1</td><td>2</td><td><code>sarpyx/cli/algorithms/AdaptiveThresholding.py</code></td></tr><tr><td><a href="sarpyx_cli_algorithms___init__.html"><code>sarpyx.cli.algorithms.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/cli/algorithms/__init__.py</code></td></tr><tr><td><a href="sarpyx_cli_decode.html"><code>sarpyx.cli.decode</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/cli/decode.py</code></td></tr><tr><td><a href="sarpyx_cli_focus.html"><code>sarpyx.cli.focus</code></a></td><td>6</td><td>0</td><td>0</td><td><code>sarpyx/cli/focus.py</code></td></tr><tr><td><a href="sarpyx_cli_main.html"><code>sarpyx.cli.main</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/cli/main.py</code></td></tr><tr><td><a href="sarpyx_cli_shipdet.html"><code>sarpyx.cli.shipdet</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/cli/shipdet.py</code></td></tr><tr><td><a href="sarpyx_cli_unzip.html"><code>sarpyx.cli.unzip</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/cli/unzip.py</code></td></tr><tr><td><a href="sarpyx_cli_upload.html"><code>sarpyx.cli.upload</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/cli/upload.py</code></td></tr><tr><td><a href="sarpyx_cli_utils.html"><code>sarpyx.cli.utils</code></a></td><td>8</td><td>0</td><td>0</td><td><code>sarpyx/cli/utils.py</code></td></tr><tr><td><a href="sarpyx_cli_worldsar.html"><code>sarpyx.cli.worldsar</code></a></td><td>13</td><td>0</td><td>0</td><td><code>sarpyx/cli/worldsar.py</code></td></tr><tr><td><a href="sarpyx_processor___init__.html"><code>sarpyx.processor.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms___init__.html"><code>sarpyx.processor.algorithms.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_backprojection.html"><code>sarpyx.processor.algorithms.backprojection</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/backprojection.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_constants.html"><code>sarpyx.processor.algorithms.constants</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/constants.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_mbautofocus.html"><code>sarpyx.processor.algorithms.mbautofocus</code></a></td><td>0</td><td>3</td><td>5</td><td><code>sarpyx/processor/algorithms/mbautofocus.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_rda.html"><code>sarpyx.processor.algorithms.rda</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/rda.py</code></td></tr><tr><td><a href="sarpyx_processor_core___init__.html"><code>sarpyx.processor.core.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_core_aux.html"><code>sarpyx.processor.core.aux</code></a></td><td>9</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/aux.py</code></td></tr><tr><td><a href="sarpyx_processor_core_code2physical.html"><code>sarpyx.processor.core.code2physical</code></a></td><td>50</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/code2physical.py</code></td></tr><tr><td><a href="sarpyx_processor_core_constants.html"><code>sarpyx.processor.core.constants</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/constants.py</code></td></tr><tr><td><a href="sarpyx_processor_core_decode.html"><code>sarpyx.processor.core.decode</code></a></td><td>6</td><td>1</td><td>1</td><td><code>sarpyx/processor/core/decode.py</code></td></tr><tr><td><a href="sarpyx_processor_core_dim_updater.html"><code>sarpyx.processor.core.dim_updater</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/dim_updater.py</code></td></tr><tr><td><a href="sarpyx_processor_core_focus.html"><code>sarpyx.processor.core.focus</code></a></td><td>9</td><td>1</td><td>12</td><td><code>sarpyx/processor/core/focus.py</code></td></tr><tr><td><a href="sarpyx_processor_core_meta.html"><code>sarpyx.processor.core.meta</code></a></td><td>0</td><td>1</td><td>1</td><td><code>sarpyx/processor/core/meta.py</code></td></tr><tr><td><a href="sarpyx_processor_core_signal.html"><code>sarpyx.processor.core.signal</code></a></td><td>23</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/signal.py</code></td></tr><tr><td><a href="sarpyx_processor_core_spectrum.html"><code>sarpyx.processor.core.spectrum</code></a></td><td>9</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/spectrum.py</code></td></tr><tr><td><a href="sarpyx_processor_core_subaperture.html"><code>sarpyx.processor.core.subaperture</code></a></td><td>1</td><td>1</td><td>9</td><td><code>sarpyx/processor/core/subaperture.py</code></td></tr><tr><td><a href="sarpyx_processor_core_subaperture_full_img.html"><code>sarpyx.processor.core.subaperture_full_img</code></a></td><td>6</td><td>1</td><td>11</td><td><code>sarpyx/processor/core/subaperture_full_img.py</code></td></tr><tr><td><a href="sarpyx_processor_core_transforms.html"><code>sarpyx.processor.core.transforms</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/transforms.py</code></td></tr><tr><td><a href="sarpyx_processor_core_utilis.html"><code>sarpyx.processor.core.utilis</code></a></td><td>13</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/utilis.py</code></td></tr><tr><td><a href="sarpyx_processor_data___init__.html"><code>sarpyx.processor.data.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/data/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_data_formatters.html"><code>sarpyx.processor.data.formatters</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/processor/data/formatters.py</code></td></tr><tr><td><a href="sarpyx_processor_data_readers.html"><code>sarpyx.processor.data.readers</code></a></td><td>5</td><td>0</td><td>0</td><td><code>sarpyx/processor/data/readers.py</code></td></tr><tr><td><a href="sarpyx_processor_data_writers.html"><code>sarpyx.processor.data.writers</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/processor/data/writers.py</code></td></tr><tr><td><a href="sarpyx_processor_utils___init__.html"><code>sarpyx.processor.utils.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_mem.html"><code>sarpyx.processor.utils.mem</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/mem.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_metrics.html"><code>sarpyx.processor.utils.metrics</code></a></td><td>6</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/metrics.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_summary.html"><code>sarpyx.processor.utils.summary</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/summary.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_unzip.html"><code>sarpyx.processor.utils.unzip</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/unzip.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_viz.html"><code>sarpyx.processor.utils.viz</code></a></td><td>9</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/viz.py</code></td></tr><tr><td><a href="sarpyx_science___init__.html"><code>sarpyx.science.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/science/__init__.py</code></td></tr><tr><td><a href="sarpyx_science_indices.html"><code>sarpyx.science.indices</code></a></td><td>14</td><td>0</td><td>0</td><td><code>sarpyx/science/indices.py</code></td></tr><tr><td><a href="sarpyx_sla___init__.html"><code>sarpyx.sla.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/sla/__init__.py</code></td></tr><tr><td><a href="sarpyx_sla_core___init__.html"><code>sarpyx.sla.core.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/sla/core/__init__.py</code></td></tr><tr><td><a href="sarpyx_sla_core_meta.html"><code>sarpyx.sla.core.meta</code></a></td><td>0</td><td>1</td><td>1</td><td><code>sarpyx/sla/core/meta.py</code></td></tr><tr><td><a href="sarpyx_sla_core_spectrum.html"><code>sarpyx.sla.core.spectrum</code></a></td><td>2</td><td>1</td><td>6</td><td><code>sarpyx/sla/core/spectrum.py</code></td></tr><tr><td><a href="sarpyx_sla_metrics.html"><code>sarpyx.sla.metrics</code></a></td><td>5</td><td>0</td><td>0</td><td><code>sarpyx/sla/metrics.py</code></td></tr><tr><td><a href="sarpyx_sla_utilis.html"><code>sarpyx.sla.utilis</code></a></td><td>5</td><td>0</td><td>0</td><td><code>sarpyx/sla/utilis.py</code></td></tr><tr><td><a href="sarpyx_snapflow___init__.html"><code>sarpyx.snapflow.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/snapflow/__init__.py</code></td></tr><tr><td><a href="sarpyx_snapflow_engine.html"><code>sarpyx.snapflow.engine</code></a></td><td>0</td><td>1</td><td>156</td><td><code>sarpyx/snapflow/engine.py</code></td></tr><tr><td><a href="sarpyx_snapflow_op.html"><code>sarpyx.snapflow.op</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/snapflow/op.py</code></td></tr><tr><td><a href="sarpyx_snapflow_snap2stamps_pipelines.html"><code>sarpyx.snapflow.snap2stamps_pipelines</code></a></td><td>3</td><td>1</td><td>0</td><td><code>sarpyx/snapflow/snap2stamps_pipelines.py</code></td></tr><tr><td><a href="sarpyx_utils___init__.html"><code>sarpyx.utils.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/utils/__init__.py</code></td></tr><tr><td><a href="sarpyx_utils_complex_losses-OLD.html"><code>sarpyx.utils.complex_losses-OLD</code></a></td><td>14</td><td>1</td><td>0</td><td><code>sarpyx/utils/complex_losses-OLD.py</code></td></tr><tr><td><a href="sarpyx_utils_dem_utils.html"><code>sarpyx.utils.dem_utils</code></a></td><td>6</td><td>0</td><td>0</td><td><code>sarpyx/utils/dem_utils.py</code></td></tr><tr><td><a href="sarpyx_utils_executor.html"><code>sarpyx.utils.executor</code></a></td><td>0</td><td>1</td><td>4</td><td><code>sarpyx/utils/executor.py</code></td></tr><tr><td><a href="sarpyx_utils_geos.html"><code>sarpyx.utils.geos</code></a></td><td>6</td><td>1</td><td>8</td><td><code>sarpyx/utils/geos.py</code></td></tr><tr><td><a href="sarpyx_utils_grid.html"><code>sarpyx.utils.grid</code></a></td><td>1</td><td>1</td><td>9</td><td><code>sarpyx/utils/grid.py</code></td></tr><tr><td><a href="sarpyx_utils_hf.html"><code>sarpyx.utils.hf</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/utils/hf.py</code></td></tr><tr><td><a href="sarpyx_utils_io.html"><code>sarpyx.utils.io</code></a></td><td>10</td><td>1</td><td>4</td><td><code>sarpyx/utils/io.py</code></td></tr><tr><td><a href="sarpyx_utils_losses.html"><code>sarpyx.utils.losses</code></a></td><td>5</td><td>33</td><td>46</td><td><code>sarpyx/utils/losses.py</code></td></tr><tr><td><a href="sarpyx_utils_meta.html"><code>sarpyx.utils.meta</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/utils/meta.py</code></td></tr><tr><td><a href="sarpyx_utils_metrics.html"><code>sarpyx.utils.metrics</code></a></td><td>11</td><td>0</td><td>0</td><td><code>sarpyx/utils/metrics.py</code></td></tr><tr><td><a href="sarpyx_utils_nisar_utils.html"><code>sarpyx.utils.nisar_utils</code></a></td><td>0</td><td>3</td><td>9</td><td><code>sarpyx/utils/nisar_utils.py</code></td></tr><tr><td><a href="sarpyx_utils_peorb.html"><code>sarpyx.utils.peorb</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/utils/peorb.py</code></td></tr><tr><td><a href="sarpyx_utils_rfigen.html"><code>sarpyx.utils.rfigen</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/utils/rfigen.py</code></td></tr><tr><td><a href="sarpyx_utils_sar_loss.html"><code>sarpyx.utils.sar_loss</code></a></td><td>15</td><td>0</td><td>0</td><td><code>sarpyx/utils/sar_loss.py</code></td></tr><tr><td><a href="sarpyx_utils_up.html"><code>sarpyx.utils.up</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/utils/up.py</code></td></tr><tr><td><a href="sarpyx_utils_viz.html"><code>sarpyx.utils.viz</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/utils/viz.py</code></td></tr><tr><td><a href="sarpyx_utils_wkt_utils.html"><code>sarpyx.utils.wkt_utils</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/utils/wkt_utils.py</code></td></tr><tr><td><a href="sarpyx_utils_zarr_utils.html"><code>sarpyx.utils.zarr_utils</code></a></td><td>4</td><td>2</td><td>24</td><td><code>sarpyx/utils/zarr_utils.py</code></td></tr></tbody>
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href="sarpyx_cli_focus.html"><code>sarpyx.cli.focus</code></a></td><td>6</td><td>0</td><td>0</td><td><code>sarpyx/cli/focus.py</code></td></tr><tr><td><a href="sarpyx_cli_main.html"><code>sarpyx.cli.main</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/cli/main.py</code></td></tr><tr><td><a href="sarpyx_cli_shipdet.html"><code>sarpyx.cli.shipdet</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/cli/shipdet.py</code></td></tr><tr><td><a href="sarpyx_cli_unzip.html"><code>sarpyx.cli.unzip</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/cli/unzip.py</code></td></tr><tr><td><a href="sarpyx_cli_upload.html"><code>sarpyx.cli.upload</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/cli/upload.py</code></td></tr><tr><td><a href="sarpyx_cli_utils.html"><code>sarpyx.cli.utils</code></a></td><td>8</td><td>0</td><td>0</td><td><code>sarpyx/cli/utils.py</code></td></tr><tr><td><a href="sarpyx_cli_worldsar.html"><code>sarpyx.cli.worldsar</code></a></td><td>13</td><td>0</td><td>0</td><td><code>sarpyx/cli/worldsar.py</code></td></tr><tr><td><a href="sarpyx_processor___init__.html"><code>sarpyx.processor.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms___init__.html"><code>sarpyx.processor.algorithms.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_backprojection.html"><code>sarpyx.processor.algorithms.backprojection</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/backprojection.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_constants.html"><code>sarpyx.processor.algorithms.constants</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/constants.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_mbautofocus.html"><code>sarpyx.processor.algorithms.mbautofocus</code></a></td><td>0</td><td>3</td><td>5</td><td><code>sarpyx/processor/algorithms/mbautofocus.py</code></td></tr><tr><td><a href="sarpyx_processor_algorithms_rda.html"><code>sarpyx.processor.algorithms.rda</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/algorithms/rda.py</code></td></tr><tr><td><a href="sarpyx_processor_core___init__.html"><code>sarpyx.processor.core.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/__init__.py</code></td></tr><tr><td><a href="sarpyx_processor_core_aux.html"><code>sarpyx.processor.core.aux</code></a></td><td>9</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/aux.py</code></td></tr><tr><td><a href="sarpyx_processor_core_code2physical.html"><code>sarpyx.processor.core.code2physical</code></a></td><td>50</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/code2physical.py</code></td></tr><tr><td><a href="sarpyx_processor_core_constants.html"><code>sarpyx.processor.core.constants</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/constants.py</code></td></tr><tr><td><a href="sarpyx_processor_core_decode.html"><code>sarpyx.processor.core.decode</code></a></td><td>6</td><td>1</td><td>1</td><td><code>sarpyx/processor/core/decode.py</code></td></tr><tr><td><a href="sarpyx_processor_core_dim_updater.html"><code>sarpyx.processor.core.dim_updater</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/dim_updater.py</code></td></tr><tr><td><a href="sarpyx_processor_core_focus.html"><code>sarpyx.processor.core.focus</code></a></td><td>9</td><td>1</td><td>12</td><td><code>sarpyx/processor/core/focus.py</code></td></tr><tr><td><a href="sarpyx_processor_core_meta.html"><code>sarpyx.processor.core.meta</code></a></td><td>0</td><td>1</td><td>1</td><td><code>sarpyx/processor/core/meta.py</code></td></tr><tr><td><a href="sarpyx_processor_core_signal.html"><code>sarpyx.processor.core.signal</code></a></td><td>23</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/signal.py</code></td></tr><tr><td><a href="sarpyx_processor_core_spectrum.html"><code>sarpyx.processor.core.spectrum</code></a></td><td>9</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/spectrum.py</code></td></tr><tr><td><a href="sarpyx_processor_core_subaperture.html"><code>sarpyx.processor.core.subaperture</code></a></td><td>1</td><td>1</td><td>9</td><td><code>sarpyx/processor/core/subaperture.py</code></td></tr><tr><td><a href="sarpyx_processor_core_subaperture_full_img.html"><code>sarpyx.processor.core.subaperture_full_img</code></a></td><td>6</td><td>1</td><td>11</td><td><code>sarpyx/processor/core/subaperture_full_img.py</code></td></tr><tr><td><a href="sarpyx_processor_core_transforms.html"><code>sarpyx.processor.core.transforms</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/transforms.py</code></td></tr><tr><td><a href="sarpyx_processor_core_utilis.html"><code>sarpyx.processor.core.utilis</code></a></td><td>13</td><td>0</td><td>0</td><td><code>sarpyx/processor/core/utilis.py</code></td></tr><tr><td><a href="sarpyx_processor_data___init__.html"><code>sarpyx.processor.data.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/processor/data/__init__.py</code></td></tr><tr><td><a 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href="sarpyx_processor_utils_metrics.html"><code>sarpyx.processor.utils.metrics</code></a></td><td>6</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/metrics.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_summary.html"><code>sarpyx.processor.utils.summary</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/summary.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_unzip.html"><code>sarpyx.processor.utils.unzip</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/unzip.py</code></td></tr><tr><td><a href="sarpyx_processor_utils_viz.html"><code>sarpyx.processor.utils.viz</code></a></td><td>9</td><td>0</td><td>0</td><td><code>sarpyx/processor/utils/viz.py</code></td></tr><tr><td><a href="sarpyx_science___init__.html"><code>sarpyx.science.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/science/__init__.py</code></td></tr><tr><td><a href="sarpyx_science_indices.html"><code>sarpyx.science.indices</code></a></td><td>14</td><td>0</td><td>0</td><td><code>sarpyx/science/indices.py</code></td></tr><tr><td><a href="sarpyx_sla___init__.html"><code>sarpyx.sla.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/sla/__init__.py</code></td></tr><tr><td><a href="sarpyx_sla_core___init__.html"><code>sarpyx.sla.core.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/sla/core/__init__.py</code></td></tr><tr><td><a href="sarpyx_sla_core_meta.html"><code>sarpyx.sla.core.meta</code></a></td><td>0</td><td>1</td><td>1</td><td><code>sarpyx/sla/core/meta.py</code></td></tr><tr><td><a href="sarpyx_sla_core_spectrum.html"><code>sarpyx.sla.core.spectrum</code></a></td><td>2</td><td>1</td><td>6</td><td><code>sarpyx/sla/core/spectrum.py</code></td></tr><tr><td><a href="sarpyx_sla_metrics.html"><code>sarpyx.sla.metrics</code></a></td><td>5</td><td>0</td><td>0</td><td><code>sarpyx/sla/metrics.py</code></td></tr><tr><td><a href="sarpyx_sla_utilis.html"><code>sarpyx.sla.utilis</code></a></td><td>5</td><td>0</td><td>0</td><td><code>sarpyx/sla/utilis.py</code></td></tr><tr><td><a href="sarpyx_snapflow___init__.html"><code>sarpyx.snapflow.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/snapflow/__init__.py</code></td></tr><tr><td><a href="sarpyx_snapflow_engine.html"><code>sarpyx.snapflow.engine</code></a></td><td>0</td><td>1</td><td>156</td><td><code>sarpyx/snapflow/engine.py</code></td></tr><tr><td><a href="sarpyx_snapflow_op.html"><code>sarpyx.snapflow.op</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/snapflow/op.py</code></td></tr><tr><td><a href="sarpyx_snapflow_snap2stamps.html"><code>sarpyx.snapflow.snap2stamps</code></a></td><td>23</td><td>4</td><td>0</td><td><code>sarpyx/snapflow/snap2stamps.py</code></td></tr><tr><td><a href="sarpyx_snapflow_snap2stamps_pipelines.html"><code>sarpyx.snapflow.snap2stamps_pipelines</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/snapflow/snap2stamps_pipelines.py</code></td></tr><tr><td><a href="sarpyx_utils___init__.html"><code>sarpyx.utils.__init__</code></a></td><td>0</td><td>0</td><td>0</td><td><code>sarpyx/utils/__init__.py</code></td></tr><tr><td><a href="sarpyx_utils_complex_losses-OLD.html"><code>sarpyx.utils.complex_losses-OLD</code></a></td><td>14</td><td>1</td><td>0</td><td><code>sarpyx/utils/complex_losses-OLD.py</code></td></tr><tr><td><a href="sarpyx_utils_dem_utils.html"><code>sarpyx.utils.dem_utils</code></a></td><td>6</td><td>0</td><td>0</td><td><code>sarpyx/utils/dem_utils.py</code></td></tr><tr><td><a href="sarpyx_utils_executor.html"><code>sarpyx.utils.executor</code></a></td><td>0</td><td>1</td><td>4</td><td><code>sarpyx/utils/executor.py</code></td></tr><tr><td><a href="sarpyx_utils_geos.html"><code>sarpyx.utils.geos</code></a></td><td>6</td><td>1</td><td>8</td><td><code>sarpyx/utils/geos.py</code></td></tr><tr><td><a href="sarpyx_utils_grid.html"><code>sarpyx.utils.grid</code></a></td><td>1</td><td>1</td><td>9</td><td><code>sarpyx/utils/grid.py</code></td></tr><tr><td><a href="sarpyx_utils_hf.html"><code>sarpyx.utils.hf</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/utils/hf.py</code></td></tr><tr><td><a href="sarpyx_utils_io.html"><code>sarpyx.utils.io</code></a></td><td>10</td><td>1</td><td>4</td><td><code>sarpyx/utils/io.py</code></td></tr><tr><td><a href="sarpyx_utils_losses.html"><code>sarpyx.utils.losses</code></a></td><td>5</td><td>33</td><td>46</td><td><code>sarpyx/utils/losses.py</code></td></tr><tr><td><a href="sarpyx_utils_meta.html"><code>sarpyx.utils.meta</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/utils/meta.py</code></td></tr><tr><td><a href="sarpyx_utils_metrics.html"><code>sarpyx.utils.metrics</code></a></td><td>11</td><td>0</td><td>0</td><td><code>sarpyx/utils/metrics.py</code></td></tr><tr><td><a href="sarpyx_utils_nisar_utils.html"><code>sarpyx.utils.nisar_utils</code></a></td><td>0</td><td>3</td><td>9</td><td><code>sarpyx/utils/nisar_utils.py</code></td></tr><tr><td><a href="sarpyx_utils_peorb.html"><code>sarpyx.utils.peorb</code></a></td><td>1</td><td>0</td><td>0</td><td><code>sarpyx/utils/peorb.py</code></td></tr><tr><td><a href="sarpyx_utils_rfigen.html"><code>sarpyx.utils.rfigen</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/utils/rfigen.py</code></td></tr><tr><td><a href="sarpyx_utils_sar_loss.html"><code>sarpyx.utils.sar_loss</code></a></td><td>15</td><td>0</td><td>0</td><td><code>sarpyx/utils/sar_loss.py</code></td></tr><tr><td><a href="sarpyx_utils_up.html"><code>sarpyx.utils.up</code></a></td><td>2</td><td>0</td><td>0</td><td><code>sarpyx/utils/up.py</code></td></tr><tr><td><a href="sarpyx_utils_viz.html"><code>sarpyx.utils.viz</code></a></td><td>4</td><td>0</td><td>0</td><td><code>sarpyx/utils/viz.py</code></td></tr><tr><td><a href="sarpyx_utils_wkt_utils.html"><code>sarpyx.utils.wkt_utils</code></a></td><td>3</td><td>0</td><td>0</td><td><code>sarpyx/utils/wkt_utils.py</code></td></tr><tr><td><a href="sarpyx_utils_zarr_utils.html"><code>sarpyx.utils.zarr_utils</code></a></td><td>4</td><td>2</td><td>24</td><td><code>sarpyx/utils/zarr_utils.py</code></td></tr></tbody>
   </table>
 
   <aside class="callout info"><p>Entries with missing prose are explicitly marked as inferred from implementation.</p></aside>
@@ -59,7 +59,7 @@ <h2 id="api-module-index">Module Index</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx___init__.html b/docs/api/sarpyx___init__.html
index cf4c576..381e807 100644
--- a/docs/api/sarpyx___init__.html
+++ b/docs/api/sarpyx___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -58,7 +58,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli___init__.html b/docs/api/sarpyx_cli___init__.html
index 096bfd8..e4763e8 100644
--- a/docs/api/sarpyx_cli___init__.html
+++ b/docs/api/sarpyx_cli___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -132,7 +132,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_algorithms_AdaptiveThresholding.html b/docs/api/sarpyx_cli_algorithms_AdaptiveThresholding.html
index bd20cd4..03ca108 100644
--- a/docs/api/sarpyx_cli_algorithms_AdaptiveThresholding.html
+++ b/docs/api/sarpyx_cli_algorithms_AdaptiveThresholding.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -136,7 +136,7 @@ <h4 id="sarpyx-cli-algorithms-adaptivethresholding-py-adaptivethresholding-set-p
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_algorithms___init__.html b/docs/api/sarpyx_cli_algorithms___init__.html
index 94ada67..3e69005 100644
--- a/docs/api/sarpyx_cli_algorithms___init__.html
+++ b/docs/api/sarpyx_cli_algorithms___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link active" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link active" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_decode.html b/docs/api/sarpyx_cli_decode.html
index 484aa69..3480c7b 100644
--- a/docs/api/sarpyx_cli_decode.html
+++ b/docs/api/sarpyx_cli_decode.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -157,7 +157,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_focus.html b/docs/api/sarpyx_cli_focus.html
index 5ae2f3a..c071f56 100644
--- a/docs/api/sarpyx_cli_focus.html
+++ b/docs/api/sarpyx_cli_focus.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link active" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link active" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -207,7 +207,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_main.html b/docs/api/sarpyx_cli_main.html
index 0a5d524..b026080 100644
--- a/docs/api/sarpyx_cli_main.html
+++ b/docs/api/sarpyx_cli_main.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link active" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link active" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -106,7 +106,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_shipdet.html b/docs/api/sarpyx_cli_shipdet.html
index eaf8381..b80c520 100644
--- a/docs/api/sarpyx_cli_shipdet.html
+++ b/docs/api/sarpyx_cli_shipdet.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link active" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link active" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -157,7 +157,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_unzip.html b/docs/api/sarpyx_cli_unzip.html
index 8f89ff3..6c767f5 100644
--- a/docs/api/sarpyx_cli_unzip.html
+++ b/docs/api/sarpyx_cli_unzip.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link active" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link active" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -157,7 +157,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_upload.html b/docs/api/sarpyx_cli_upload.html
index 2f0515a..ad3ffbb 100644
--- a/docs/api/sarpyx_cli_upload.html
+++ b/docs/api/sarpyx_cli_upload.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link active" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link active" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -132,7 +132,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_utils.html b/docs/api/sarpyx_cli_utils.html
index fb79302..0725584 100644
--- a/docs/api/sarpyx_cli_utils.html
+++ b/docs/api/sarpyx_cli_utils.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link active" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link active" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -256,7 +256,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_cli_worldsar.html b/docs/api/sarpyx_cli_worldsar.html
index 8ead0da..25770ca 100644
--- a/docs/api/sarpyx_cli_worldsar.html
+++ b/docs/api/sarpyx_cli_worldsar.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link active" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link active" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -384,7 +384,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor___init__.html b/docs/api/sarpyx_processor___init__.html
index 1ce0f93..3d6bf53 100644
--- a/docs/api/sarpyx_processor___init__.html
+++ b/docs/api/sarpyx_processor___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -68,7 +68,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_algorithms___init__.html b/docs/api/sarpyx_processor_algorithms___init__.html
index 558f5a8..ad9bc5c 100644
--- a/docs/api/sarpyx_processor_algorithms___init__.html
+++ b/docs/api/sarpyx_processor_algorithms___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_algorithms_backprojection.html b/docs/api/sarpyx_processor_algorithms_backprojection.html
index 193af3e..49bf1b5 100644
--- a/docs/api/sarpyx_processor_algorithms_backprojection.html
+++ b/docs/api/sarpyx_processor_algorithms_backprojection.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -107,7 +107,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_algorithms_constants.html b/docs/api/sarpyx_processor_algorithms_constants.html
index 54cad53..87fae19 100644
--- a/docs/api/sarpyx_processor_algorithms_constants.html
+++ b/docs/api/sarpyx_processor_algorithms_constants.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -157,7 +157,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_algorithms_mbautofocus.html b/docs/api/sarpyx_processor_algorithms_mbautofocus.html
index 7d48e07..df7515a 100644
--- a/docs/api/sarpyx_processor_algorithms_mbautofocus.html
+++ b/docs/api/sarpyx_processor_algorithms_mbautofocus.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -270,7 +270,7 @@ <h4 id="sarpyx-processor-algorithms-mbautofocus-py-focalizer-forward-edge-cases"
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_algorithms_rda.html b/docs/api/sarpyx_processor_algorithms_rda.html
index 292fae6..690a40f 100644
--- a/docs/api/sarpyx_processor_algorithms_rda.html
+++ b/docs/api/sarpyx_processor_algorithms_rda.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link active" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -82,7 +82,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core___init__.html b/docs/api/sarpyx_processor_core___init__.html
index edce5ad..4c51b7a 100644
--- a/docs/api/sarpyx_processor_core___init__.html
+++ b/docs/api/sarpyx_processor_core___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_aux.html b/docs/api/sarpyx_processor_core_aux.html
index 8a39e6e..8a83ee5 100644
--- a/docs/api/sarpyx_processor_core_aux.html
+++ b/docs/api/sarpyx_processor_core_aux.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -279,7 +279,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_code2physical.html b/docs/api/sarpyx_processor_core_code2physical.html
index af966fa..6338fd5 100644
--- a/docs/api/sarpyx_processor_core_code2physical.html
+++ b/docs/api/sarpyx_processor_core_code2physical.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -1310,7 +1310,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_constants.html b/docs/api/sarpyx_processor_core_constants.html
index 2651836..ba442d8 100644
--- a/docs/api/sarpyx_processor_core_constants.html
+++ b/docs/api/sarpyx_processor_core_constants.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -56,7 +56,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_decode.html b/docs/api/sarpyx_processor_core_decode.html
index 6c16f1d..062b582 100644
--- a/docs/api/sarpyx_processor_core_decode.html
+++ b/docs/api/sarpyx_processor_core_decode.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -265,7 +265,7 @@ <h4 id="sarpyx-processor-core-decode-py-s1l0decoder-decode-file-edge-cases">Edge
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_dim_updater.html b/docs/api/sarpyx_processor_core_dim_updater.html
index dee1ec7..28f3de5 100644
--- a/docs/api/sarpyx_processor_core_dim_updater.html
+++ b/docs/api/sarpyx_processor_core_dim_updater.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -79,7 +79,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_focus.html b/docs/api/sarpyx_processor_core_focus.html
index de35044..cccfbe9 100644
--- a/docs/api/sarpyx_processor_core_focus.html
+++ b/docs/api/sarpyx_processor_core_focus.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -648,7 +648,7 @@ <h4 id="sarpyx-processor-core-focus-py-coarserda-save-file-edge-cases">Edge Case
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_meta.html b/docs/api/sarpyx_processor_core_meta.html
index e21ff40..4361684 100644
--- a/docs/api/sarpyx_processor_core_meta.html
+++ b/docs/api/sarpyx_processor_core_meta.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -135,7 +135,7 @@ <h4 id="sarpyx-processor-core-meta-py-handler-chain-edge-cases">Edge Cases</h4>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_signal.html b/docs/api/sarpyx_processor_core_signal.html
index 94ce5ca..b468f2f 100644
--- a/docs/api/sarpyx_processor_core_signal.html
+++ b/docs/api/sarpyx_processor_core_signal.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -632,7 +632,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_spectrum.html b/docs/api/sarpyx_processor_core_spectrum.html
index 6ad6f96..c6fb2f2 100644
--- a/docs/api/sarpyx_processor_core_spectrum.html
+++ b/docs/api/sarpyx_processor_core_spectrum.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -280,7 +280,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_subaperture.html b/docs/api/sarpyx_processor_core_subaperture.html
index 7ee1565..7d397b7 100644
--- a/docs/api/sarpyx_processor_core_subaperture.html
+++ b/docs/api/sarpyx_processor_core_subaperture.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -351,7 +351,7 @@ <h4 id="sarpyx-processor-core-subaperture-py-combinedsublooking-chain-edge-cases
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_subaperture_full_img.html b/docs/api/sarpyx_processor_core_subaperture_full_img.html
index 7451fc5..d3b4a26 100644
--- a/docs/api/sarpyx_processor_core_subaperture_full_img.html
+++ b/docs/api/sarpyx_processor_core_subaperture_full_img.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -553,7 +553,7 @@ <h4 id="sarpyx-processor-core-subaperture-full-img-py-combinedsublooking-run-and
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_transforms.html b/docs/api/sarpyx_processor_core_transforms.html
index d0216b8..3e8a93c 100644
--- a/docs/api/sarpyx_processor_core_transforms.html
+++ b/docs/api/sarpyx_processor_core_transforms.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -105,7 +105,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_core_utilis.html b/docs/api/sarpyx_processor_core_utilis.html
index 453462f..1b1be17 100644
--- a/docs/api/sarpyx_processor_core_utilis.html
+++ b/docs/api/sarpyx_processor_core_utilis.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link active" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -380,7 +380,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_data___init__.html b/docs/api/sarpyx_processor_data___init__.html
index 146dd83..4630f2e 100644
--- a/docs/api/sarpyx_processor_data___init__.html
+++ b/docs/api/sarpyx_processor_data___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_data_formatters.html b/docs/api/sarpyx_processor_data_formatters.html
index 7737d58..aa962ea 100644
--- a/docs/api/sarpyx_processor_data_formatters.html
+++ b/docs/api/sarpyx_processor_data_formatters.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -132,7 +132,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_data_readers.html b/docs/api/sarpyx_processor_data_readers.html
index 30c4603..111ea2d 100644
--- a/docs/api/sarpyx_processor_data_readers.html
+++ b/docs/api/sarpyx_processor_data_readers.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -182,7 +182,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_data_writers.html b/docs/api/sarpyx_processor_data_writers.html
index db1852b..6b1f0af 100644
--- a/docs/api/sarpyx_processor_data_writers.html
+++ b/docs/api/sarpyx_processor_data_writers.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link active" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -132,7 +132,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_utils___init__.html b/docs/api/sarpyx_processor_utils___init__.html
index 0ab5e02..801a1b7 100644
--- a/docs/api/sarpyx_processor_utils___init__.html
+++ b/docs/api/sarpyx_processor_utils___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -58,7 +58,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_utils_mem.html b/docs/api/sarpyx_processor_utils_mem.html
index 9ce49cc..df442ae 100644
--- a/docs/api/sarpyx_processor_utils_mem.html
+++ b/docs/api/sarpyx_processor_utils_mem.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -79,7 +79,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_utils_metrics.html b/docs/api/sarpyx_processor_utils_metrics.html
index 693cf2f..27c0d39 100644
--- a/docs/api/sarpyx_processor_utils_metrics.html
+++ b/docs/api/sarpyx_processor_utils_metrics.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -204,7 +204,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_utils_summary.html b/docs/api/sarpyx_processor_utils_summary.html
index feee4c1..e31f03d 100644
--- a/docs/api/sarpyx_processor_utils_summary.html
+++ b/docs/api/sarpyx_processor_utils_summary.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -79,7 +79,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_utils_unzip.html b/docs/api/sarpyx_processor_utils_unzip.html
index 690243c..5f490fd 100644
--- a/docs/api/sarpyx_processor_utils_unzip.html
+++ b/docs/api/sarpyx_processor_utils_unzip.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -79,7 +79,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_processor_utils_viz.html b/docs/api/sarpyx_processor_utils_viz.html
index f310bba..25b7ec3 100644
--- a/docs/api/sarpyx_processor_utils_viz.html
+++ b/docs/api/sarpyx_processor_utils_viz.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link active" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -279,7 +279,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_science___init__.html b/docs/api/sarpyx_science___init__.html
index d0de4eb..113fc2f 100644
--- a/docs/api/sarpyx_science___init__.html
+++ b/docs/api/sarpyx_science___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_science_indices.html b/docs/api/sarpyx_science_indices.html
index e80f796..6d6e8b8 100644
--- a/docs/api/sarpyx_science_indices.html
+++ b/docs/api/sarpyx_science_indices.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -420,7 +420,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_sla___init__.html b/docs/api/sarpyx_sla___init__.html
index e5fe9af..25e65bf 100644
--- a/docs/api/sarpyx_sla___init__.html
+++ b/docs/api/sarpyx_sla___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_sla_core___init__.html b/docs/api/sarpyx_sla_core___init__.html
index d3d19b2..df8f8de 100644
--- a/docs/api/sarpyx_sla_core___init__.html
+++ b/docs/api/sarpyx_sla_core___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -54,7 +54,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_sla_core_meta.html b/docs/api/sarpyx_sla_core_meta.html
index f00cb2a..a4e00b5 100644
--- a/docs/api/sarpyx_sla_core_meta.html
+++ b/docs/api/sarpyx_sla_core_meta.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -135,7 +135,7 @@ <h4 id="sarpyx-sla-core-meta-py-handler-chain-edge-cases">Edge Cases</h4>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_sla_core_spectrum.html b/docs/api/sarpyx_sla_core_spectrum.html
index f2df68b..3e69142 100644
--- a/docs/api/sarpyx_sla_core_spectrum.html
+++ b/docs/api/sarpyx_sla_core_spectrum.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link active" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link active" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -294,7 +294,7 @@ <h4 id="sarpyx-sla-core-spectrum-py-sublookanalysis-generation-edge-cases">Edge
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_sla_metrics.html b/docs/api/sarpyx_sla_metrics.html
index 9ef24ba..7fa939c 100644
--- a/docs/api/sarpyx_sla_metrics.html
+++ b/docs/api/sarpyx_sla_metrics.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link active" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link active" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -183,7 +183,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_sla_utilis.html b/docs/api/sarpyx_sla_utilis.html
index 2443892..5086a05 100644
--- a/docs/api/sarpyx_sla_utilis.html
+++ b/docs/api/sarpyx_sla_utilis.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link active" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link active" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -180,7 +180,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_snapflow___init__.html b/docs/api/sarpyx_snapflow___init__.html
index c2a79b5..4b3e299 100644
--- a/docs/api/sarpyx_snapflow___init__.html
+++ b/docs/api/sarpyx_snapflow___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_snapflow_engine.html b/docs/api/sarpyx_snapflow_engine.html
index 2592929..97ba31f 100644
--- a/docs/api/sarpyx_snapflow_engine.html
+++ b/docs/api/sarpyx_snapflow_engine.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -4307,7 +4307,7 @@ <h4 id="sarpyx-snapflow-engine-py-gpt-flh-mci-edge-cases">Edge Cases</h4>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_snapflow_op.html b/docs/api/sarpyx_snapflow_op.html
index 7240cf8..83fa58a 100644
--- a/docs/api/sarpyx_snapflow_op.html
+++ b/docs/api/sarpyx_snapflow_op.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link active" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link active" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -79,7 +79,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_snapflow_snap2stamps.html b/docs/api/sarpyx_snapflow_snap2stamps.html
new file mode 100644
index 0000000..74667b2
--- /dev/null
+++ b/docs/api/sarpyx_snapflow_snap2stamps.html
@@ -0,0 +1,753 @@
+<!doctype html>
+<html lang="en">
+<head>
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1" />
+  <meta name="description" content="Exhaustive API reference for sarpyx.snapflow.snap2stamps" />
+  <title>API: sarpyx.snapflow.snap2stamps | SARPyX Documentation</title>
+  <link rel="stylesheet" href="../assets/styles.css" />
+  <script defer src="../assets/scripts.js"></script>
+</head>
+<body>
+  <a class="skip-link" href="#main-content">Skip to content</a>
+  <header class="topbar" role="banner">
+    <button class="sidebar-toggle" data-sidebar-toggle aria-controls="sidebar" aria-expanded="false">Menu</button>
+    <a class="brand" href="../index.html">SARPyX Docs</a>
+    <label class="search-wrap" for="site-search">
+      <span class="visually-hidden">Filter this page</span>
+      <input id="site-search" type="search" placeholder="Filter current page sections" />
+    </label>
+  </header>
+
+  <div class="layout">
+    <aside id="sidebar" class="sidebar" aria-label="Sidebar navigation">
+      <nav>
+        <h2 class="nav-title">Documentation</h2>
+        <ul class="nav-list">
+          <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
+        </ul>
+        <h2 class="nav-title">API Modules</h2>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link active" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+      </nav>
+    </aside>
+
+    <main id="main-content" class="content" role="main">
+      <nav class="breadcrumbs" aria-label="Breadcrumb">
+        <ol><li><a href="../index.html">Home</a></li><li><a href="index.html">API</a></li><li>sarpyx.snapflow.snap2stamps</li></ol>
+      </nav>
+      <article class="doc-page" data-searchable data-search="API: sarpyx.snapflow.snap2stamps">
+        
+<section>
+  <h1 id="module-sarpyx_snapflow_snap2stamps">Module: <code>sarpyx.snapflow.snap2stamps</code></h1>
+  <p><strong>File:</strong> <code>sarpyx/snapflow/snap2stamps.py</code></p>
+  <p>Processing-only SNAP2StaMPS workflows implemented on top of :mod:`snapflow`.
+
+This module covers the upstream SNAP2StaMPS processing branches without
+recreating the original script/config runner UX. The focus is:
+
+- processing branch selection for TOPSAR and Stripmap data
+- reusable Python-callable helpers for the graph families used upstream
+- backward-compatible access to the narrower workflow helpers that previously
+  lived in ``snap2stamps_pipelines.py``</p>
+
+  <h2 id="module-exports">Exported Symbols (<code>__all__</code>)</h2>
+  <ul><li><code>PAIRWISE_GRAPH_NAMES</code></li><li><code>PairProducts</code></li><li><code>PipelineDefinition</code></li><li><code>PipelineStep</code></li><li><code>SNAP2STAMPS_GRAPH_PIPELINES</code></li><li><code>SNAP2STAMPS_PIPELINES</code></li><li><code>SNAP2STAMPS_WORKFLOWS</code></li><li><code>SNAP2STAMPS_WORKFLOW_INPUTS</code></li><li><code>TopsarCoregIfgResult</code></li><li><code>build_gpt</code></li><li><code>get_pipeline_definition</code></li><li><code>list_pipeline_names</code></li><li><code>pipeline_requires_multi_input</code></li><li><code>pipeline_requires_pair</code></li><li><code>prepare_pair</code></li><li><code>run_graph_pipeline</code></li><li><code>run_pair_graph_pipeline</code></li><li><code>run_pair_workflow</code></li><li><code>run_processing_pipeline</code></li><li><code>run_stripmap_coreg</code></li><li><code>run_stripmap_export</code></li><li><code>run_stripmap_ifg</code></li><li><code>run_stripmap_subset</code></li><li><code>run_topsar_coreg_ifg</code></li><li><code>run_topsar_export</code></li><li><code>run_topsar_split_apply_orbit</code></li><li><code>run_workflow</code></li><li><code>select_stripmap_coreg_pipeline</code></li><li><code>select_stripmap_ifg_pipeline</code></li><li><code>select_topsar_coreg_ifg_pipeline</code></li><li><code>select_topsar_export_pipeline</code></li><li><code>select_topsar_split_pipeline</code></li></ul>
+
+  <h2 id="public-functions">Public Functions (23)</h2>
+  
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names" data-searchable data-search="list_pipeline_names list_pipeline_names(branch: &#x27;BranchName | None&#x27; = None) -&gt; &#x27;tuple[str, ...]&#x27; -&gt; tuple[str, ...]">
+  <summary><code>list_pipeline_names</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Return known processing pipeline names, optionally filtered by branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:355</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names-signature">Signature</h3>
+    <pre><code class="language-python">list_pipeline_names(branch: &#x27;BranchName | None&#x27; = None) -&gt; &#x27;tuple[str, ...]&#x27; -&gt; tuple[str, ...]</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>branch</code></td><td><code>BranchName | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names-returns">Return Type</h3>
+    <p><code>tuple[str, ...]</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import list_pipeline_names
+
+result = list_pipeline_names()</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-list-pipeline-names-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition" data-searchable data-search="get_pipeline_definition get_pipeline_definition(name: &#x27;str&#x27;) -&gt; &#x27;PipelineDefinition&#x27; -&gt; PipelineDefinition">
+  <summary><code>get_pipeline_definition</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Return a pipeline definition by name.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:365</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition-signature">Signature</h3>
+    <pre><code class="language-python">get_pipeline_definition(name: &#x27;str&#x27;) -&gt; &#x27;PipelineDefinition&#x27; -&gt; PipelineDefinition</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition-returns">Return Type</h3>
+    <p><code>PipelineDefinition</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import get_pipeline_definition
+
+result = get_pipeline_definition(name=&lt;name&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-get-pipeline-definition-edge-cases">Edge Cases</h3>
+    <p>No explicit edge-case section found; behavior is inferred from implementation.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair" data-searchable data-search="pipeline_requires_pair pipeline_requires_pair(name: &#x27;str&#x27;) -&gt; &#x27;bool&#x27; -&gt; bool">
+  <summary><code>pipeline_requires_pair</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Return ``True`` when a processing branch requires explicit master/slave inputs.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:374</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair-signature">Signature</h3>
+    <pre><code class="language-python">pipeline_requires_pair(name: &#x27;str&#x27;) -&gt; &#x27;bool&#x27; -&gt; bool</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair-returns">Return Type</h3>
+    <p><code>bool</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import pipeline_requires_pair
+
+result = pipeline_requires_pair(name=&lt;name&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-pair-edge-cases">Edge Cases</h3>
+    <p>No explicit edge-case section found; behavior is inferred from implementation.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input" data-searchable data-search="pipeline_requires_multi_input pipeline_requires_multi_input(name: &#x27;str&#x27;) -&gt; &#x27;bool&#x27; -&gt; bool">
+  <summary><code>pipeline_requires_multi_input</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Return ``True`` when a processing branch requires more than one source product.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:379</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input-signature">Signature</h3>
+    <pre><code class="language-python">pipeline_requires_multi_input(name: &#x27;str&#x27;) -&gt; &#x27;bool&#x27; -&gt; bool</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input-returns">Return Type</h3>
+    <p><code>bool</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import pipeline_requires_multi_input
+
+result = pipeline_requires_multi_input(name=&lt;name&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipeline-requires-multi-input-edge-cases">Edge Cases</h3>
+    <p>No explicit edge-case section found; behavior is inferred from implementation.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline" data-searchable data-search="select_topsar_split_pipeline select_topsar_split_pipeline(source_count: &#x27;int&#x27;) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>select_topsar_split_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Select the upstream-equivalent TOPSAR split/apply-orbit branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:384</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">select_topsar_split_pipeline(source_count: &#x27;int&#x27;) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>source_count</code></td><td><code>int</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import select_topsar_split_pipeline
+
+result = select_topsar_split_pipeline(source_count=&lt;source_count&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-split-pipeline-edge-cases">Edge Cases</h3>
+    <p>No explicit edge-case section found; behavior is inferred from implementation.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline" data-searchable data-search="select_topsar_coreg_ifg_pipeline select_topsar_coreg_ifg_pipeline(*, master_count: &#x27;int&#x27;, burst_count: &#x27;int&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>select_topsar_coreg_ifg_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Select the upstream-equivalent TOPSAR coreg/IFG pipeline variant.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:391</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">select_topsar_coreg_ifg_pipeline(*, master_count: &#x27;int&#x27;, burst_count: &#x27;int&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>master_count</code></td><td><code>int</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>burst_count</code></td><td><code>int</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import select_topsar_coreg_ifg_pipeline
+
+result = select_topsar_coreg_ifg_pipeline(master_count=&lt;master_count&gt;, burst_count=&lt;burst_count&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-coreg-ifg-pipeline-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline" data-searchable data-search="select_topsar_export_pipeline select_topsar_export_pipeline(*, master_count: &#x27;int&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>select_topsar_export_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Select the upstream-equivalent TOPSAR StaMPS export branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:413</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">select_topsar_export_pipeline(*, master_count: &#x27;int&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>master_count</code></td><td><code>int</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import select_topsar_export_pipeline
+
+result = select_topsar_export_pipeline(master_count=&lt;master_count&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-topsar-export-pipeline-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline" data-searchable data-search="select_stripmap_coreg_pipeline select_stripmap_coreg_pipeline(external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>select_stripmap_coreg_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Select the upstream-equivalent Stripmap coregistration branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:430</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">select_stripmap_coreg_pipeline(external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import select_stripmap_coreg_pipeline
+
+result = select_stripmap_coreg_pipeline()</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-coreg-pipeline-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline" data-searchable data-search="select_stripmap_ifg_pipeline select_stripmap_ifg_pipeline(external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>select_stripmap_ifg_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Select the upstream-equivalent Stripmap IFG/topo branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:439</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">select_stripmap_ifg_pipeline(external_dem_file: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import select_stripmap_ifg_pipeline
+
+result = select_stripmap_ifg_pipeline()</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-select-stripmap-ifg-pipeline-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-build-gpt" data-searchable data-search="build_gpt build_gpt(product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;GPT&#x27; -&gt; GPT">
+  <summary><code>build_gpt</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Convenience constructor aligned with SNAP2StaMPS-like batch processing.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:469</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-build-gpt-signature">Signature</h3>
+    <pre><code class="language-python">build_gpt(product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;GPT&#x27; -&gt; GPT</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-build-gpt-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>product</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-build-gpt-returns">Return Type</h3>
+    <p><code>GPT</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-build-gpt-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-build-gpt-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-build-gpt-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import build_gpt
+
+result = build_gpt(product=&lt;product&gt;, outdir=&lt;outdir&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-build-gpt-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline" data-searchable data-search="run_graph_pipeline run_graph_pipeline(gpt: &#x27;GPT&#x27;, graph_name: &#x27;str&#x27;, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_graph_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run a single-input stage from the legacy graph-pipeline catalog.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:493</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">run_graph_pipeline(gpt: &#x27;GPT&#x27;, graph_name: &#x27;str&#x27;, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>gpt</code></td><td><code>GPT</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>graph_name</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>overrides</code></td><td><code>dict[str, dict[str, Any]] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_graph_pipeline
+
+result = run_graph_pipeline(gpt=&lt;gpt&gt;, graph_name=&lt;graph_name&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-graph-pipeline-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline" data-searchable data-search="run_pair_graph_pipeline run_pair_graph_pipeline(gpt: &#x27;GPT&#x27;, graph_name: &#x27;str&#x27;, pair: &#x27;PairProducts&#x27;, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_pair_graph_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run a graph pipeline that consumes explicit master and slave products.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:517</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">run_pair_graph_pipeline(gpt: &#x27;GPT&#x27;, graph_name: &#x27;str&#x27;, pair: &#x27;PairProducts&#x27;, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>gpt</code></td><td><code>GPT</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>graph_name</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>pair</code></td><td><code>PairProducts</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>overrides</code></td><td><code>dict[str, dict[str, Any]] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_pair_graph_pipeline
+
+result = run_pair_graph_pipeline(gpt=&lt;gpt&gt;, graph_name=&lt;graph_name&gt;, pair=&lt;pair&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-graph-pipeline-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-prepare-pair" data-searchable data-search="prepare_pair prepare_pair(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, *, preprocess_graphs: &#x27;tuple[str, ...]&#x27; = (&#x27;split_orbit&#x27;,), format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;PairProducts&#x27; -&gt; PairProducts">
+  <summary><code>prepare_pair</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Prepare master and slave independently for pairwise TOPSAR processing.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:538</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-prepare-pair-signature">Signature</h3>
+    <pre><code class="language-python">prepare_pair(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, *, preprocess_graphs: &#x27;tuple[str, ...]&#x27; = (&#x27;split_orbit&#x27;,), format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;PairProducts&#x27; -&gt; PairProducts</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-prepare-pair-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>pair</code></td><td><code>PairProducts</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>preprocess_graphs</code></td><td><code>tuple[str, ...]</code></td><td>no</td><td><code>(&#x27;split_orbit&#x27;,)</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>overrides</code></td><td><code>dict[str, dict[str, Any]] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-prepare-pair-returns">Return Type</h3>
+    <p><code>PairProducts</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-prepare-pair-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-prepare-pair-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-prepare-pair-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import prepare_pair
+
+result = prepare_pair(pair=&lt;pair&gt;, outdir=&lt;outdir&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-prepare-pair-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow" data-searchable data-search="run_pair_workflow run_pair_workflow(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, workflow: &#x27;str&#x27; = &#x27;stamps_prep&#x27;, *, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_pair_workflow</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run a pairwise TOPSAR workflow from split/deburst through final output.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:570</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow-signature">Signature</h3>
+    <pre><code class="language-python">run_pair_workflow(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, workflow: &#x27;str&#x27; = &#x27;stamps_prep&#x27;, *, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>pair</code></td><td><code>PairProducts</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>workflow</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;stamps_prep&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>overrides</code></td><td><code>dict[str, dict[str, Any]] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_pair_workflow
+
+result = run_pair_workflow(pair=&lt;pair&gt;, outdir=&lt;outdir&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-pair-workflow-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-workflow" data-searchable data-search="run_workflow run_workflow(gpt: &#x27;GPT&#x27;, workflow: &#x27;str&#x27;, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_workflow</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run a composed single-input workflow from the convenience catalog.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:632</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-workflow-signature">Signature</h3>
+    <pre><code class="language-python">run_workflow(gpt: &#x27;GPT&#x27;, workflow: &#x27;str&#x27;, overrides: &#x27;dict[str, dict[str, Any]] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-workflow-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>gpt</code></td><td><code>GPT</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>workflow</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>overrides</code></td><td><code>dict[str, dict[str, Any]] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-workflow-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-workflow-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-workflow-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-workflow-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_workflow
+
+result = run_workflow(gpt=&lt;gpt&gt;, workflow=&lt;workflow&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-workflow-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit" data-searchable data-search="run_topsar_split_apply_orbit run_topsar_split_apply_orbit(source_products: &#x27;Iterable[str | Path]&#x27;, outdir: &#x27;str | Path&#x27;, *, subswath: &#x27;str&#x27;, polarisation: &#x27;str | None&#x27; = None, polygon_wkt: &#x27;str | None&#x27; = None, output_name: &#x27;str | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, apply_orbit_kwargs: &#x27;dict[str, Any] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_topsar_split_apply_orbit</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run the upstream-equivalent TOPSAR split/apply-orbit branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:656</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit-signature">Signature</h3>
+    <pre><code class="language-python">run_topsar_split_apply_orbit(source_products: &#x27;Iterable[str | Path]&#x27;, outdir: &#x27;str | Path&#x27;, *, subswath: &#x27;str&#x27;, polarisation: &#x27;str | None&#x27; = None, polygon_wkt: &#x27;str | None&#x27; = None, output_name: &#x27;str | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, apply_orbit_kwargs: &#x27;dict[str, Any] | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>source_products</code></td><td><code>Iterable[str | Path]</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>subswath</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>polarisation</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>polygon_wkt</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>output_name</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>apply_orbit_kwargs</code></td><td><code>dict[str, Any] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_topsar_split_apply_orbit
+
+result = run_topsar_split_apply_orbit(source_products=&lt;source_products&gt;, outdir=&lt;outdir&gt;, subswath=&lt;subswath&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-split-apply-orbit-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline" data-searchable data-search="run_processing_pipeline run_processing_pipeline(pipeline_name: &#x27;str&#x27;, *, outdir: &#x27;str | Path&#x27;, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, source_product: &#x27;str | Path | None&#x27; = None, source_products: &#x27;Iterable[str | Path] | None&#x27; = None, pair: &#x27;PairProducts | None&#x27; = None, target_folder: &#x27;str | Path | None&#x27; = None, **kwargs: &#x27;Any&#x27;) -&gt; &#x27;str | TopsarCoregIfgResult&#x27; -&gt; str | TopsarCoregIfgResult">
+  <summary><code>run_processing_pipeline</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run a named upstream-equivalent processing branch from :data:`SNAP2STAMPS_PIPELINES`.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:711</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline-signature">Signature</h3>
+    <pre><code class="language-python">run_processing_pipeline(pipeline_name: &#x27;str&#x27;, *, outdir: &#x27;str | Path&#x27;, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, source_product: &#x27;str | Path | None&#x27; = None, source_products: &#x27;Iterable[str | Path] | None&#x27; = None, pair: &#x27;PairProducts | None&#x27; = None, target_folder: &#x27;str | Path | None&#x27; = None, **kwargs: &#x27;Any&#x27;) -&gt; &#x27;str | TopsarCoregIfgResult&#x27; -&gt; str | TopsarCoregIfgResult</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>pipeline_name</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>source_product</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>source_products</code></td><td><code>Iterable[str | Path] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>pair</code></td><td><code>PairProducts | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>target_folder</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>kwargs</code></td><td><code>Any</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline-returns">Return Type</h3>
+    <p><code>str | TopsarCoregIfgResult</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_processing_pipeline
+
+result = run_processing_pipeline(pipeline_name=&lt;pipeline_name&gt;, outdir=&lt;outdir&gt;, kwargs=&lt;kwargs&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-processing-pipeline-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg" data-searchable data-search="run_topsar_coreg_ifg run_topsar_coreg_ifg(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, *, master_count: &#x27;int | None&#x27; = None, burst_count: &#x27;int | None&#x27; = None, pipeline_name: &#x27;str | None&#x27; = None, polygon_wkt: &#x27;str | None&#x27; = None, subset_region: &#x27;str&#x27; = &#x27;0,0,0,0&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, output_name_prefix: &#x27;str&#x27; = &#x27;pair&#x27;) -&gt; &#x27;TopsarCoregIfgResult&#x27; -&gt; TopsarCoregIfgResult">
+  <summary><code>run_topsar_coreg_ifg</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run the upstream-equivalent TOPSAR coregistration/interferogram branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:803</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg-signature">Signature</h3>
+    <pre><code class="language-python">run_topsar_coreg_ifg(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, *, master_count: &#x27;int | None&#x27; = None, burst_count: &#x27;int | None&#x27; = None, pipeline_name: &#x27;str | None&#x27; = None, polygon_wkt: &#x27;str | None&#x27; = None, subset_region: &#x27;str&#x27; = &#x27;0,0,0,0&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None, output_name_prefix: &#x27;str&#x27; = &#x27;pair&#x27;) -&gt; &#x27;TopsarCoregIfgResult&#x27; -&gt; TopsarCoregIfgResult</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>pair</code></td><td><code>PairProducts</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>master_count</code></td><td><code>int | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>burst_count</code></td><td><code>int | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>pipeline_name</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>polygon_wkt</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>subset_region</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;0,0,0,0&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>output_name_prefix</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;pair&#x27;</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg-returns">Return Type</h3>
+    <p><code>TopsarCoregIfgResult</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_topsar_coreg_ifg
+
+result = run_topsar_coreg_ifg(pair=&lt;pair&gt;, outdir=&lt;outdir&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-coreg-ifg-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-topsar-export" data-searchable data-search="run_topsar_export run_topsar_export(coreg_products: &#x27;Iterable[str | Path]&#x27;, ifg_products: &#x27;Iterable[str | Path]&#x27;, outdir: &#x27;str | Path&#x27;, *, target_folder: &#x27;str | Path&#x27;, master_count: &#x27;int&#x27;, polygon_wkt: &#x27;str | None&#x27; = None, subset_region: &#x27;str&#x27; = &#x27;0,0,0,0&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None, selected_polarisations: &#x27;list[str] | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_topsar_export</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run the upstream-equivalent TOPSAR StaMPS export branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:957</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-export-signature">Signature</h3>
+    <pre><code class="language-python">run_topsar_export(coreg_products: &#x27;Iterable[str | Path]&#x27;, ifg_products: &#x27;Iterable[str | Path]&#x27;, outdir: &#x27;str | Path&#x27;, *, target_folder: &#x27;str | Path&#x27;, master_count: &#x27;int&#x27;, polygon_wkt: &#x27;str | None&#x27; = None, subset_region: &#x27;str&#x27; = &#x27;0,0,0,0&#x27;, external_dem_file: &#x27;str | Path | None&#x27; = None, selected_polarisations: &#x27;list[str] | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-export-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>coreg_products</code></td><td><code>Iterable[str | Path]</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>ifg_products</code></td><td><code>Iterable[str | Path]</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>target_folder</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>master_count</code></td><td><code>int</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>polygon_wkt</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>subset_region</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;0,0,0,0&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>selected_polarisations</code></td><td><code>list[str] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-export-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-export-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-export-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-export-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_topsar_export
+
+result = run_topsar_export(coreg_products=&lt;coreg_products&gt;, ifg_products=&lt;ifg_products&gt;, outdir=&lt;outdir&gt;, target_folder=&lt;target_folder&gt;, master_count=&lt;master_count&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-topsar-export-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset" data-searchable data-search="run_stripmap_subset run_stripmap_subset(product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, region: &#x27;str | None&#x27; = None, polygon_wkt: &#x27;str | None&#x27; = None, output_name: &#x27;str | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_stripmap_subset</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run the Stripmap subset branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:1086</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset-signature">Signature</h3>
+    <pre><code class="language-python">run_stripmap_subset(product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, region: &#x27;str | None&#x27; = None, polygon_wkt: &#x27;str | None&#x27; = None, output_name: &#x27;str | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>product</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>region</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>polygon_wkt</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>output_name</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_stripmap_subset
+
+result = run_stripmap_subset(product=&lt;product&gt;, outdir=&lt;outdir&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-subset-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg" data-searchable data-search="run_stripmap_coreg run_stripmap_coreg(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, *, external_dem_file: &#x27;str | Path | None&#x27; = None, output_name: &#x27;str | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_stripmap_coreg</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run the Stripmap DEM-assisted coregistration branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:1122</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg-signature">Signature</h3>
+    <pre><code class="language-python">run_stripmap_coreg(pair: &#x27;PairProducts&#x27;, outdir: &#x27;str | Path&#x27;, *, external_dem_file: &#x27;str | Path | None&#x27; = None, output_name: &#x27;str | None&#x27; = None, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>pair</code></td><td><code>PairProducts</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>output_name</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_stripmap_coreg
+
+result = run_stripmap_coreg(pair=&lt;pair&gt;, outdir=&lt;outdir&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-coreg-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg" data-searchable data-search="run_stripmap_ifg run_stripmap_ifg(coreg_product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, external_dem_file: &#x27;str | Path | None&#x27; = None, output_name_prefix: &#x27;str&#x27; = &#x27;stripmap&#x27;, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_stripmap_ifg</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run the Stripmap interferogram/topographic-phase branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:1158</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg-signature">Signature</h3>
+    <pre><code class="language-python">run_stripmap_ifg(coreg_product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, external_dem_file: &#x27;str | Path | None&#x27; = None, output_name_prefix: &#x27;str&#x27; = &#x27;stripmap&#x27;, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>coreg_product</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>external_dem_file</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>output_name_prefix</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;stripmap&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_stripmap_ifg
+
+result = run_stripmap_ifg(coreg_product=&lt;coreg_product&gt;, outdir=&lt;outdir&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-ifg-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+<details class="api-item" id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export" data-searchable data-search="run_stripmap_export run_stripmap_export(coreg_product: &#x27;str | Path&#x27;, ifg_product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, target_folder: &#x27;str | Path&#x27;, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str">
+  <summary><code>run_stripmap_export</code> <span class="api-kind">function</span></summary>
+  <div class="api-body">
+    <p>Run the Stripmap StaMPS export branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:1198</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export-signature">Signature</h3>
+    <pre><code class="language-python">run_stripmap_export(coreg_product: &#x27;str | Path&#x27;, ifg_product: &#x27;str | Path&#x27;, outdir: &#x27;str | Path&#x27;, *, target_folder: &#x27;str | Path&#x27;, format: &#x27;str&#x27; = &#x27;BEAM-DIMAP&#x27;, gpt_path: &#x27;str&#x27; = &#x27;/usr/local/snap/bin/gpt&#x27;, memory: &#x27;str | None&#x27; = None, parallelism: &#x27;int | None&#x27; = 14, timeout: &#x27;int | None&#x27; = 7200, snap_userdir: &#x27;str | Path | None&#x27; = None) -&gt; &#x27;str&#x27; -&gt; str</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export-parameters">Parameters</h3>
+    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>coreg_product</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>ifg_product</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>target_folder</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr><tr><td><code>snap_userdir</code></td><td><code>str | Path | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export-returns">Return Type</h3>
+    <p><code>str</code></p>
+    <p>inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export-exceptions">Exceptions</h3>
+    <p>None explicitly documented; inferred from implementation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export-side-effects">Side Effects</h3>
+    <ul><li>inferred from implementation</li></ul>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import run_stripmap_export
+
+result = run_stripmap_export(coreg_product=&lt;coreg_product&gt;, ifg_product=&lt;ifg_product&gt;, outdir=&lt;outdir&gt;, target_folder=&lt;target_folder&gt;)</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-run-stripmap-export-edge-cases">Edge Cases</h3>
+    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
+  </div>
+</details>
+
+
+  <h2 id="public-classes">Public Classes (4)</h2>
+  
+<details class="api-item class-item" id="sarpyx-snapflow-snap2stamps-py-pipelinestep" data-searchable data-search="PipelineStep class PipelineStep(method: &#x27;str&#x27;, kwargs: &#x27;dict[str, Any]&#x27; = &lt;factory&gt;) -&gt; None">
+  <summary><code>PipelineStep</code> <span class="api-kind">class</span></summary>
+  <div class="api-body">
+    <p>Single operator call in a SNAP pipeline.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:25</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-signature">Class Signature</h3>
+    <pre><code class="language-python">class PipelineStep(method: &#x27;str&#x27;, kwargs: &#x27;dict[str, Any]&#x27; = &lt;factory&gt;) -&gt; None</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-parameters">Constructor Parameters</h3>
+    <aside class="callout info"><p>Constructor parameters are inferred from non-public __init__ implementation.</p></aside>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-returns">Return Type</h3>
+    <p><code>PipelineStep</code> instances.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-exceptions">Exceptions</h3>
+    <p>Construction/runtime exceptions are inferred from implementation and method-level documentation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-side-effects">Side Effects</h3>
+    <p>See method-level side effects below.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import PipelineStep
+
+obj = PipelineStep(...)  # inferred from implementation
+</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-edge-cases">Edge Cases</h3>
+    <p>No class-level edge-case section is explicitly documented; rely on method-level checks and raised exceptions.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinestep-methods">Public Methods (0)</h3>
+    <p>No public methods detected.</p>
+  </div>
+</details>
+
+<details class="api-item class-item" id="sarpyx-snapflow-snap2stamps-py-pairproducts" data-searchable data-search="PairProducts class PairProducts(master: &#x27;str | Path&#x27;, slave: &#x27;str | Path&#x27;) -&gt; None">
+  <summary><code>PairProducts</code> <span class="api-kind">class</span></summary>
+  <div class="api-body">
+    <p>Master/slave product pair used for pairwise InSAR preparation.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:33</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-signature">Class Signature</h3>
+    <pre><code class="language-python">class PairProducts(master: &#x27;str | Path&#x27;, slave: &#x27;str | Path&#x27;) -&gt; None</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-parameters">Constructor Parameters</h3>
+    <aside class="callout info"><p>Constructor parameters are inferred from non-public __init__ implementation.</p></aside>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-returns">Return Type</h3>
+    <p><code>PairProducts</code> instances.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-exceptions">Exceptions</h3>
+    <p>Construction/runtime exceptions are inferred from implementation and method-level documentation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-side-effects">Side Effects</h3>
+    <p>See method-level side effects below.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import PairProducts
+
+obj = PairProducts(...)  # inferred from implementation
+</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-edge-cases">Edge Cases</h3>
+    <p>No class-level edge-case section is explicitly documented; rely on method-level checks and raised exceptions.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pairproducts-methods">Public Methods (0)</h3>
+    <p>No public methods detected.</p>
+  </div>
+</details>
+
+<details class="api-item class-item" id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition" data-searchable data-search="PipelineDefinition class PipelineDefinition(name: &#x27;str&#x27;, branch: &#x27;BranchName&#x27;, input_kind: &#x27;InputKind&#x27;, stages: &#x27;tuple[str, ...]&#x27;, upstream_graph: &#x27;str | None&#x27; = None, description: &#x27;str&#x27; = &#x27;&#x27;) -&gt; None">
+  <summary><code>PipelineDefinition</code> <span class="api-kind">class</span></summary>
+  <div class="api-body">
+    <p>Description of an upstream-equivalent processing pipeline variant.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:45</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-signature">Class Signature</h3>
+    <pre><code class="language-python">class PipelineDefinition(name: &#x27;str&#x27;, branch: &#x27;BranchName&#x27;, input_kind: &#x27;InputKind&#x27;, stages: &#x27;tuple[str, ...]&#x27;, upstream_graph: &#x27;str | None&#x27; = None, description: &#x27;str&#x27; = &#x27;&#x27;) -&gt; None</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-parameters">Constructor Parameters</h3>
+    <aside class="callout info"><p>Constructor parameters are inferred from non-public __init__ implementation.</p></aside>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-returns">Return Type</h3>
+    <p><code>PipelineDefinition</code> instances.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-exceptions">Exceptions</h3>
+    <p>Construction/runtime exceptions are inferred from implementation and method-level documentation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-side-effects">Side Effects</h3>
+    <p>See method-level side effects below.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import PipelineDefinition
+
+obj = PipelineDefinition(...)  # inferred from implementation
+</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-edge-cases">Edge Cases</h3>
+    <p>No class-level edge-case section is explicitly documented; rely on method-level checks and raised exceptions.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-pipelinedefinition-methods">Public Methods (0)</h3>
+    <p>No public methods detected.</p>
+  </div>
+</details>
+
+<details class="api-item class-item" id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult" data-searchable data-search="TopsarCoregIfgResult class TopsarCoregIfgResult(coreg_path: &#x27;str&#x27;, ifg_path: &#x27;str&#x27;, pipeline_name: &#x27;str&#x27;) -&gt; None">
+  <summary><code>TopsarCoregIfgResult</code> <span class="api-kind">class</span></summary>
+  <div class="api-body">
+    <p>Outputs of the TOPSAR coregistration/interferogram branch.</p>
+    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps.py:57</code></p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-signature">Class Signature</h3>
+    <pre><code class="language-python">class TopsarCoregIfgResult(coreg_path: &#x27;str&#x27;, ifg_path: &#x27;str&#x27;, pipeline_name: &#x27;str&#x27;) -&gt; None</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-parameters">Constructor Parameters</h3>
+    <aside class="callout info"><p>Constructor parameters are inferred from non-public __init__ implementation.</p></aside>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-returns">Return Type</h3>
+    <p><code>TopsarCoregIfgResult</code> instances.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-exceptions">Exceptions</h3>
+    <p>Construction/runtime exceptions are inferred from implementation and method-level documentation.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-side-effects">Side Effects</h3>
+    <p>See method-level side effects below.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-example">Example Usage</h3>
+    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps import TopsarCoregIfgResult
+
+obj = TopsarCoregIfgResult(...)  # inferred from implementation
+</code></pre>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-edge-cases">Edge Cases</h3>
+    <p>No class-level edge-case section is explicitly documented; rely on method-level checks and raised exceptions.</p>
+    <h3 id="sarpyx-snapflow-snap2stamps-py-topsarcoregifgresult-methods">Public Methods (0)</h3>
+    <p>No public methods detected.</p>
+  </div>
+</details>
+
+</section>
+
+      </article>
+      <footer class="page-footer">
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
+      </footer>
+    </main>
+  </div>
+</body>
+</html>
diff --git a/docs/api/sarpyx_snapflow_snap2stamps_pipelines.html b/docs/api/sarpyx_snapflow_snap2stamps_pipelines.html
index 3bb2cfe..2c03f32 100644
--- a/docs/api/sarpyx_snapflow_snap2stamps_pipelines.html
+++ b/docs/api/sarpyx_snapflow_snap2stamps_pipelines.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link active" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link active" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -40,133 +40,21 @@ <h2 class="nav-title">API Modules</h2>
 <section>
   <h1 id="module-sarpyx_snapflow_snap2stamps_pipelines">Module: <code>sarpyx.snapflow.snap2stamps_pipelines</code></h1>
   <p><strong>File:</strong> <code>sarpyx/snapflow/snap2stamps_pipelines.py</code></p>
-  <p>snap2stamps-equivalent pipelines implemented with :mod:`sarpyx.snapflow` operators.
-
-This module captures the operator chains used by the ``snap2stamps`` graph
-collection (v2.0.1) and exposes them as reusable Python pipelines powered by
-:class:`sarpyx.snapflow.engine.GPT` methods.
-
-Design goals
-------------
-- Keep each graph-like workflow as a named, composable pipeline.
-- Allow parameter overrides per operator.
-- Provide higher-level StaMPS-ready end-to-end pipelines (PSI/SBAS style).</p>
+  <p>Deprecated compatibility shim that re-exports :mod:`sarpyx.snapflow.snap2stamps`.</p>
 
   <h2 id="module-exports">Exported Symbols (<code>__all__</code>)</h2>
   <p>No explicit <code>__all__</code> list. Public symbols inferred from implementation.</p>
 
-  <h2 id="public-functions">Public Functions (3)</h2>
-  
-<details class="api-item" id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline" data-searchable data-search="run_graph_pipeline run_graph_pipeline(gpt: GPT, graph_name: str, overrides: dict[str, dict[str, Any]] | None=None) -&gt; str">
-  <summary><code>run_graph_pipeline</code> <span class="api-kind">function</span></summary>
-  <div class="api-body">
-    <p>Run a single snap2stamps graph-equivalent pipeline.</p>
-    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps_pipelines.py:146</code></p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline-signature">Signature</h3>
-    <pre><code class="language-python">run_graph_pipeline(gpt: GPT, graph_name: str, overrides: dict[str, dict[str, Any]] | None=None) -&gt; str</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline-parameters">Parameters</h3>
-    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>gpt</code></td><td><code>GPT</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>graph_name</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>overrides</code></td><td><code>dict[str, dict[str, Any]] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline-returns">Return Type</h3>
-    <p><code>str</code></p>
-    <p>inferred from implementation.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline-exceptions">Exceptions</h3>
-    <ul><li><code>KeyError</code></li></ul>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline-side-effects">Side Effects</h3>
-    <ul><li>inferred from implementation</li></ul>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline-example">Example Usage</h3>
-    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps_pipelines import run_graph_pipeline
-
-result = run_graph_pipeline(gpt=&lt;gpt&gt;, graph_name=&lt;graph_name&gt;)</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-graph-pipeline-edge-cases">Edge Cases</h3>
-    <p>May raise: KeyError. Includes optional parameters with implementation-defined fallback behavior.</p>
-  </div>
-</details>
-
-<details class="api-item" id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow" data-searchable data-search="run_workflow run_workflow(gpt: GPT, workflow: str, overrides: dict[str, dict[str, Any]] | None=None) -&gt; str">
-  <summary><code>run_workflow</code> <span class="api-kind">function</span></summary>
-  <div class="api-body">
-    <p>Run a composed snap2stamps workflow (PSI/SBAS variants).</p>
-    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps_pipelines.py:164</code></p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow-signature">Signature</h3>
-    <pre><code class="language-python">run_workflow(gpt: GPT, workflow: str, overrides: dict[str, dict[str, Any]] | None=None) -&gt; str</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow-parameters">Parameters</h3>
-    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>gpt</code></td><td><code>GPT</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>workflow</code></td><td><code>str</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>overrides</code></td><td><code>dict[str, dict[str, Any]] | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr></tbody></table>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow-returns">Return Type</h3>
-    <p><code>str</code></p>
-    <p>inferred from implementation.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow-exceptions">Exceptions</h3>
-    <ul><li><code>KeyError</code></li></ul>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow-side-effects">Side Effects</h3>
-    <ul><li>inferred from implementation</li></ul>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow-example">Example Usage</h3>
-    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps_pipelines import run_workflow
-
-result = run_workflow(gpt=&lt;gpt&gt;, workflow=&lt;workflow&gt;)</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-run-workflow-edge-cases">Edge Cases</h3>
-    <p>May raise: KeyError. Includes optional parameters with implementation-defined fallback behavior.</p>
-  </div>
-</details>
-
-<details class="api-item" id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt" data-searchable data-search="build_gpt build_gpt(product: str | Path, outdir: str | Path, format: str=&#x27;BEAM-DIMAP&#x27;, gpt_path: str=&#x27;/usr/local/snap/bin/gpt&#x27;, memory: str | None=None, parallelism: int | None=14, timeout: int | None=7200) -&gt; GPT">
-  <summary><code>build_gpt</code> <span class="api-kind">function</span></summary>
-  <div class="api-body">
-    <p>Convenience constructor aligned with snap2stamps-like batch processing.</p>
-    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps_pipelines.py:182</code></p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt-signature">Signature</h3>
-    <pre><code class="language-python">build_gpt(product: str | Path, outdir: str | Path, format: str=&#x27;BEAM-DIMAP&#x27;, gpt_path: str=&#x27;/usr/local/snap/bin/gpt&#x27;, memory: str | None=None, parallelism: int | None=14, timeout: int | None=7200) -&gt; GPT</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt-parameters">Parameters</h3>
-    <table class="api-table"><thead><tr><th>Parameter</th><th>Type</th><th>Required</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>product</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>outdir</code></td><td><code>str | Path</code></td><td>yes</td><td><code>-</code></td><td>inferred from implementation.</td></tr><tr><td><code>format</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;BEAM-DIMAP&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>gpt_path</code></td><td><code>str</code></td><td>no</td><td><code>&#x27;/usr/local/snap/bin/gpt&#x27;</code></td><td>inferred from implementation.</td></tr><tr><td><code>memory</code></td><td><code>str | None</code></td><td>no</td><td><code>None</code></td><td>inferred from implementation.</td></tr><tr><td><code>parallelism</code></td><td><code>int | None</code></td><td>no</td><td><code>14</code></td><td>inferred from implementation.</td></tr><tr><td><code>timeout</code></td><td><code>int | None</code></td><td>no</td><td><code>7200</code></td><td>inferred from implementation.</td></tr></tbody></table>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt-returns">Return Type</h3>
-    <p><code>GPT</code></p>
-    <p>inferred from implementation.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt-exceptions">Exceptions</h3>
-    <p>None explicitly documented; inferred from implementation.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt-side-effects">Side Effects</h3>
-    <ul><li>inferred from implementation</li></ul>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt-example">Example Usage</h3>
-    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps_pipelines import build_gpt
-
-result = build_gpt(product=&lt;product&gt;, outdir=&lt;outdir&gt;)</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-build-gpt-edge-cases">Edge Cases</h3>
-    <p>Includes optional parameters with implementation-defined fallback behavior.</p>
-  </div>
-</details>
-
-
-  <h2 id="public-classes">Public Classes (1)</h2>
-  
-<details class="api-item class-item" id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep" data-searchable data-search="PipelineStep class PipelineStep">
-  <summary><code>PipelineStep</code> <span class="api-kind">class</span></summary>
-  <div class="api-body">
-    <p>Single operator call in a SNAP pipeline.</p>
-    <p><strong>File location:</strong> <code>sarpyx/snapflow/snap2stamps_pipelines.py:24</code></p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-signature">Class Signature</h3>
-    <pre><code class="language-python">class PipelineStep</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-parameters">Constructor Parameters</h3>
-    <aside class="callout info"><p>Constructor parameters are inferred from non-public __init__ implementation.</p></aside>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-returns">Return Type</h3>
-    <p><code>PipelineStep</code> instances.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-exceptions">Exceptions</h3>
-    <p>Construction/runtime exceptions are inferred from implementation and method-level documentation.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-side-effects">Side Effects</h3>
-    <p>See method-level side effects below.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-example">Example Usage</h3>
-    <pre><code class="language-python">from sarpyx.snapflow.snap2stamps_pipelines import PipelineStep
-
-obj = PipelineStep(...)  # inferred from implementation
-</code></pre>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-edge-cases">Edge Cases</h3>
-    <p>No class-level edge-case section is explicitly documented; rely on method-level checks and raised exceptions.</p>
-    <h3 id="sarpyx-snapflow-snap2stamps-pipelines-py-pipelinestep-methods">Public Methods (0)</h3>
-    <p>No public methods detected.</p>
-  </div>
-</details>
+  <h2 id="public-functions">Public Functions (0)</h2>
+  <p>No public top-level functions detected.</p>
 
+  <h2 id="public-classes">Public Classes (0)</h2>
+  <p>No public classes detected.</p>
 </section>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils___init__.html b/docs/api/sarpyx_utils___init__.html
index d4ebf71..bd78839 100644
--- a/docs/api/sarpyx_utils___init__.html
+++ b/docs/api/sarpyx_utils___init__.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link active" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -57,7 +57,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_complex_losses-OLD.html b/docs/api/sarpyx_utils_complex_losses-OLD.html
index 8d45a8f..bf6d5f3 100644
--- a/docs/api/sarpyx_utils_complex_losses-OLD.html
+++ b/docs/api/sarpyx_utils_complex_losses-OLD.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link active" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -431,7 +431,7 @@ <h3 id="sarpyx-utils-complex-losses-old-py-complexlosscomposite-methods">Public
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_dem_utils.html b/docs/api/sarpyx_utils_dem_utils.html
index 678bca2..a1d7867 100644
--- a/docs/api/sarpyx_utils_dem_utils.html
+++ b/docs/api/sarpyx_utils_dem_utils.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link active" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link active" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -231,7 +231,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_executor.html b/docs/api/sarpyx_utils_executor.html
index 31bbb0e..9ab2b7b 100644
--- a/docs/api/sarpyx_utils_executor.html
+++ b/docs/api/sarpyx_utils_executor.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link active" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link active" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -196,7 +196,7 @@ <h4 id="sarpyx-utils-executor-py-multiprocessexecutor-submit-single-edge-cases">
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_geos.html b/docs/api/sarpyx_utils_geos.html
index 4e50ad7..d3eadcc 100644
--- a/docs/api/sarpyx_utils_geos.html
+++ b/docs/api/sarpyx_utils_geos.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link active" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link active" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -489,7 +489,7 @@ <h4 id="sarpyx-utils-geos-py-gridnavigator-move-down-left-edge-cases">Edge Cases
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_grid.html b/docs/api/sarpyx_utils_grid.html
index 85aad8c..b10ce6a 100644
--- a/docs/api/sarpyx_utils_grid.html
+++ b/docs/api/sarpyx_utils_grid.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link active" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link active" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -350,7 +350,7 @@ <h4 id="sarpyx-utils-grid-py-grid-get-bounded-footprint-edge-cases">Edge Cases</
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_hf.html b/docs/api/sarpyx_utils_hf.html
index 099a3c1..a520095 100644
--- a/docs/api/sarpyx_utils_hf.html
+++ b/docs/api/sarpyx_utils_hf.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link active" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link active" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -104,7 +104,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_io.html b/docs/api/sarpyx_utils_io.html
index 65e8ece..c51e1f4 100644
--- a/docs/api/sarpyx_utils_io.html
+++ b/docs/api/sarpyx_utils_io.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link active" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link active" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -464,7 +464,7 @@ <h4 id="sarpyx-utils-io-py-arrayslicer-visualize-slicing-edge-cases">Edge Cases<
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_losses.html b/docs/api/sarpyx_utils_losses.html
index bf361e1..9f49b85 100644
--- a/docs/api/sarpyx_utils_losses.html
+++ b/docs/api/sarpyx_utils_losses.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link active" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link active" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -2461,7 +2461,7 @@ <h4 id="sarpyx-utils-losses-py-sarfocusingloss-forward-edge-cases">Edge Cases</h
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_meta.html b/docs/api/sarpyx_utils_meta.html
index f8580d2..844aefa 100644
--- a/docs/api/sarpyx_utils_meta.html
+++ b/docs/api/sarpyx_utils_meta.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link active" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link active" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -90,7 +90,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_metrics.html b/docs/api/sarpyx_utils_metrics.html
index a6e4d03..f4a635b 100644
--- a/docs/api/sarpyx_utils_metrics.html
+++ b/docs/api/sarpyx_utils_metrics.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link active" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link active" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -365,7 +365,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_nisar_utils.html b/docs/api/sarpyx_utils_nisar_utils.html
index 687e6f4..67e4fad 100644
--- a/docs/api/sarpyx_utils_nisar_utils.html
+++ b/docs/api/sarpyx_utils_nisar_utils.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link active" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link active" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -442,7 +442,7 @@ <h4 id="sarpyx-utils-nisar-utils-py-nisarcutter-save-subset-edge-cases">Edge Cas
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_peorb.html b/docs/api/sarpyx_utils_peorb.html
index 5604e20..7059ef8 100644
--- a/docs/api/sarpyx_utils_peorb.html
+++ b/docs/api/sarpyx_utils_peorb.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link active" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link active" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
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     </aside>
 
@@ -82,7 +82,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
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   </div>
diff --git a/docs/api/sarpyx_utils_rfigen.html b/docs/api/sarpyx_utils_rfigen.html
index 39dc553..787f169 100644
--- a/docs/api/sarpyx_utils_rfigen.html
+++ b/docs/api/sarpyx_utils_rfigen.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link active" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link active" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -131,7 +131,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_sar_loss.html b/docs/api/sarpyx_utils_sar_loss.html
index a13e83c..f566941 100644
--- a/docs/api/sarpyx_utils_sar_loss.html
+++ b/docs/api/sarpyx_utils_sar_loss.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link active" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link active" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -433,7 +433,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_up.html b/docs/api/sarpyx_utils_up.html
index 19361ad..1591977 100644
--- a/docs/api/sarpyx_utils_up.html
+++ b/docs/api/sarpyx_utils_up.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link active" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link active" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -104,7 +104,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_viz.html b/docs/api/sarpyx_utils_viz.html
index ed5337b..f9c767d 100644
--- a/docs/api/sarpyx_utils_viz.html
+++ b/docs/api/sarpyx_utils_viz.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link active" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link active" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -157,7 +157,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_wkt_utils.html b/docs/api/sarpyx_utils_wkt_utils.html
index 78d6052..34f68ae 100644
--- a/docs/api/sarpyx_utils_wkt_utils.html
+++ b/docs/api/sarpyx_utils_wkt_utils.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link active" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link active" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -131,7 +131,7 @@ <h2 id="public-classes">Public Classes (0)</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api/sarpyx_utils_zarr_utils.html b/docs/api/sarpyx_utils_zarr_utils.html
index c43ec94..21b8233 100644
--- a/docs/api/sarpyx_utils_zarr_utils.html
+++ b/docs/api/sarpyx_utils_zarr_utils.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="../index.html">Home</a></li><li><a class="nav-link" href="../installation.html">Installation</a></li><li><a class="nav-link" href="../quickstart.html">Quick Start</a></li><li><a class="nav-link" href="../architecture.html">Architecture</a></li><li><a class="nav-link" href="../api/index.html">API</a></li><li><a class="nav-link" href="../configuration.html">Configuration</a></li><li><a class="nav-link" href="../usage.html">Usage</a></li><li><a class="nav-link" href="../testing.html">Testing</a></li><li><a class="nav-link" href="../contributing.html">Contributing</a></li><li><a class="nav-link" href="../faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link active" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="../api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="../api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="../api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="../api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="../api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="../api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="../api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="../api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="../api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="../api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="../api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="../api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="../api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="../api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="../api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="../api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="../api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="../api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="../api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="../api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="../api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="../api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="../api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="../api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="../api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="../api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="../api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="../api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="../api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="../api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="../api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="../api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="../api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="../api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="../api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="../api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link active" href="../api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -896,7 +896,7 @@ <h4 id="sarpyx-utils-zarr-utils-py-producthandler-visualize-arrays-edge-cases">E
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/api_coverage_checklist.json b/docs/api_coverage_checklist.json
index 327089f..739408b 100644
--- a/docs/api_coverage_checklist.json
+++ b/docs/api_coverage_checklist.json
@@ -1,10 +1,10 @@
 {
-  "generated_at_utc": "2026-03-02T17:41:55.486991+00:00",
-  "inventory_modules": 73,
-  "inventory_functions": 330,
-  "inventory_classes": 56,
+  "generated_at_utc": "2026-03-12T13:39:28.319503+00:00",
+  "inventory_modules": 74,
+  "inventory_functions": 350,
+  "inventory_classes": 59,
   "inventory_methods": 308,
-  "generated_module_pages": 73,
+  "generated_module_pages": 74,
   "module_page_files": [
     "api/sarpyx___init__.html",
     "api/sarpyx_cli___init__.html",
@@ -59,6 +59,7 @@
     "api/sarpyx_snapflow___init__.html",
     "api/sarpyx_snapflow_engine.html",
     "api/sarpyx_snapflow_op.html",
+    "api/sarpyx_snapflow_snap2stamps.html",
     "api/sarpyx_snapflow_snap2stamps_pipelines.html",
     "api/sarpyx_utils___init__.html",
     "api/sarpyx_utils_complex_losses-OLD.html",
@@ -135,6 +136,7 @@
     "sarpyx/snapflow/__init__.py",
     "sarpyx/snapflow/engine.py",
     "sarpyx/snapflow/op.py",
+    "sarpyx/snapflow/snap2stamps.py",
     "sarpyx/snapflow/snap2stamps_pipelines.py",
     "sarpyx/utils/__init__.py",
     "sarpyx/utils/complex_losses-OLD.py",
@@ -210,6 +212,7 @@
     "sarpyx.snapflow.__init__",
     "sarpyx.snapflow.engine",
     "sarpyx.snapflow.op",
+    "sarpyx.snapflow.snap2stamps",
     "sarpyx.snapflow.snap2stamps_pipelines",
     "sarpyx.utils.__init__",
     "sarpyx.utils.complex_losses-OLD",
diff --git a/docs/api_inventory.json b/docs/api_inventory.json
index ae9dfa0..0d9d344 100644
--- a/docs/api_inventory.json
+++ b/docs/api_inventory.json
@@ -3668,42 +3668,244 @@
     "imports": []
   },
   {
-    "module": "sarpyx/snapflow/snap2stamps_pipelines.py",
-    "all": null,
+    "module": "sarpyx/snapflow/snap2stamps.py",
+    "all": [
+      "PAIRWISE_GRAPH_NAMES",
+      "PairProducts",
+      "PipelineDefinition",
+      "PipelineStep",
+      "SNAP2STAMPS_GRAPH_PIPELINES",
+      "SNAP2STAMPS_PIPELINES",
+      "SNAP2STAMPS_WORKFLOWS",
+      "SNAP2STAMPS_WORKFLOW_INPUTS",
+      "TopsarCoregIfgResult",
+      "build_gpt",
+      "get_pipeline_definition",
+      "list_pipeline_names",
+      "pipeline_requires_multi_input",
+      "pipeline_requires_pair",
+      "prepare_pair",
+      "run_graph_pipeline",
+      "run_pair_graph_pipeline",
+      "run_pair_workflow",
+      "run_processing_pipeline",
+      "run_stripmap_coreg",
+      "run_stripmap_export",
+      "run_stripmap_ifg",
+      "run_stripmap_subset",
+      "run_topsar_coreg_ifg",
+      "run_topsar_export",
+      "run_topsar_split_apply_orbit",
+      "run_workflow",
+      "select_stripmap_coreg_pipeline",
+      "select_stripmap_ifg_pipeline",
+      "select_topsar_coreg_ifg_pipeline",
+      "select_topsar_export_pipeline",
+      "select_topsar_split_pipeline"
+    ],
     "public_functions": [
       {
-        "name": "run_graph_pipeline",
-        "signature": "run_graph_pipeline(gpt: GPT, graph_name: str, overrides: dict[str, dict[str, Any]] | None=None)",
-        "line": 146,
-        "doc": "Run a single snap2stamps graph-equivalent pipeline.",
+        "name": "list_pipeline_names",
+        "signature": "list_pipeline_names(branch: 'BranchName | None' = None) -> 'tuple[str, ...]'",
+        "line": 355,
+        "doc": "Return known processing pipeline names, optionally filtered by branch.",
+        "returns": "tuple[str, ...]"
+      },
+      {
+        "name": "get_pipeline_definition",
+        "signature": "get_pipeline_definition(name: 'str') -> 'PipelineDefinition'",
+        "line": 365,
+        "doc": "Return a pipeline definition by name.",
+        "returns": "PipelineDefinition"
+      },
+      {
+        "name": "pipeline_requires_pair",
+        "signature": "pipeline_requires_pair(name: 'str') -> 'bool'",
+        "line": 374,
+        "doc": "Return ``True`` when a processing branch requires explicit master/slave inputs.",
+        "returns": "bool"
+      },
+      {
+        "name": "pipeline_requires_multi_input",
+        "signature": "pipeline_requires_multi_input(name: 'str') -> 'bool'",
+        "line": 379,
+        "doc": "Return ``True`` when a processing branch requires more than one source product.",
+        "returns": "bool"
+      },
+      {
+        "name": "select_topsar_split_pipeline",
+        "signature": "select_topsar_split_pipeline(source_count: 'int') -> 'str'",
+        "line": 384,
+        "doc": "Select the upstream-equivalent TOPSAR split/apply-orbit branch.",
         "returns": "str"
       },
       {
-        "name": "run_workflow",
-        "signature": "run_workflow(gpt: GPT, workflow: str, overrides: dict[str, dict[str, Any]] | None=None)",
-        "line": 164,
-        "doc": "Run a composed snap2stamps workflow (PSI/SBAS variants).",
+        "name": "select_topsar_coreg_ifg_pipeline",
+        "signature": "select_topsar_coreg_ifg_pipeline(*, master_count: 'int', burst_count: 'int', external_dem_file: 'str | Path | None' = None) -> 'str'",
+        "line": 391,
+        "doc": "Select the upstream-equivalent TOPSAR coreg/IFG pipeline variant.",
+        "returns": "str"
+      },
+      {
+        "name": "select_topsar_export_pipeline",
+        "signature": "select_topsar_export_pipeline(*, master_count: 'int', external_dem_file: 'str | Path | None' = None) -> 'str'",
+        "line": 413,
+        "doc": "Select the upstream-equivalent TOPSAR StaMPS export branch.",
+        "returns": "str"
+      },
+      {
+        "name": "select_stripmap_coreg_pipeline",
+        "signature": "select_stripmap_coreg_pipeline(external_dem_file: 'str | Path | None' = None) -> 'str'",
+        "line": 430,
+        "doc": "Select the upstream-equivalent Stripmap coregistration branch.",
+        "returns": "str"
+      },
+      {
+        "name": "select_stripmap_ifg_pipeline",
+        "signature": "select_stripmap_ifg_pipeline(external_dem_file: 'str | Path | None' = None) -> 'str'",
+        "line": 439,
+        "doc": "Select the upstream-equivalent Stripmap IFG/topo branch.",
         "returns": "str"
       },
       {
         "name": "build_gpt",
-        "signature": "build_gpt(product: str | Path, outdir: str | Path, format: str='BEAM-DIMAP', gpt_path: str='/usr/local/snap/bin/gpt', memory: str | None=None, parallelism: int | None=14, timeout: int | None=7200)",
-        "line": 182,
-        "doc": "Convenience constructor aligned with snap2stamps-like batch processing.",
+        "signature": "build_gpt(product: 'str | Path', outdir: 'str | Path', *, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'GPT'",
+        "line": 469,
+        "doc": "Convenience constructor aligned with SNAP2StaMPS-like batch processing.",
         "returns": "GPT"
+      },
+      {
+        "name": "run_graph_pipeline",
+        "signature": "run_graph_pipeline(gpt: 'GPT', graph_name: 'str', overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str'",
+        "line": 493,
+        "doc": "Run a single-input stage from the legacy graph-pipeline catalog.",
+        "returns": "str"
+      },
+      {
+        "name": "run_pair_graph_pipeline",
+        "signature": "run_pair_graph_pipeline(gpt: 'GPT', graph_name: 'str', pair: 'PairProducts', overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str'",
+        "line": 517,
+        "doc": "Run a graph pipeline that consumes explicit master and slave products.",
+        "returns": "str"
+      },
+      {
+        "name": "prepare_pair",
+        "signature": "prepare_pair(pair: 'PairProducts', outdir: 'str | Path', *, preprocess_graphs: 'tuple[str, ...]' = ('split_orbit',), format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'PairProducts'",
+        "line": 538,
+        "doc": "Prepare master and slave independently for pairwise TOPSAR processing.",
+        "returns": "PairProducts"
+      },
+      {
+        "name": "run_pair_workflow",
+        "signature": "run_pair_workflow(pair: 'PairProducts', outdir: 'str | Path', workflow: 'str' = 'stamps_prep', *, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str'",
+        "line": 570,
+        "doc": "Run a pairwise TOPSAR workflow from split/deburst through final output.",
+        "returns": "str"
+      },
+      {
+        "name": "run_workflow",
+        "signature": "run_workflow(gpt: 'GPT', workflow: 'str', overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str'",
+        "line": 632,
+        "doc": "Run a composed single-input workflow from the convenience catalog.",
+        "returns": "str"
+      },
+      {
+        "name": "run_topsar_split_apply_orbit",
+        "signature": "run_topsar_split_apply_orbit(source_products: 'Iterable[str | Path]', outdir: 'str | Path', *, subswath: 'str', polarisation: 'str | None' = None, polygon_wkt: 'str | None' = None, output_name: 'str | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, apply_orbit_kwargs: 'dict[str, Any] | None' = None) -> 'str'",
+        "line": 656,
+        "doc": "Run the upstream-equivalent TOPSAR split/apply-orbit branch.",
+        "returns": "str"
+      },
+      {
+        "name": "run_processing_pipeline",
+        "signature": "run_processing_pipeline(pipeline_name: 'str', *, outdir: 'str | Path', format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, source_product: 'str | Path | None' = None, source_products: 'Iterable[str | Path] | None' = None, pair: 'PairProducts | None' = None, target_folder: 'str | Path | None' = None, **kwargs: 'Any') -> 'str | TopsarCoregIfgResult'",
+        "line": 711,
+        "doc": "Run a named upstream-equivalent processing branch from :data:`SNAP2STAMPS_PIPELINES`.",
+        "returns": "str | TopsarCoregIfgResult"
+      },
+      {
+        "name": "run_topsar_coreg_ifg",
+        "signature": "run_topsar_coreg_ifg(pair: 'PairProducts', outdir: 'str | Path', *, master_count: 'int | None' = None, burst_count: 'int | None' = None, pipeline_name: 'str | None' = None, polygon_wkt: 'str | None' = None, subset_region: 'str' = '0,0,0,0', external_dem_file: 'str | Path | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, output_name_prefix: 'str' = 'pair') -> 'TopsarCoregIfgResult'",
+        "line": 803,
+        "doc": "Run the upstream-equivalent TOPSAR coregistration/interferogram branch.",
+        "returns": "TopsarCoregIfgResult"
+      },
+      {
+        "name": "run_topsar_export",
+        "signature": "run_topsar_export(coreg_products: 'Iterable[str | Path]', ifg_products: 'Iterable[str | Path]', outdir: 'str | Path', *, target_folder: 'str | Path', master_count: 'int', polygon_wkt: 'str | None' = None, subset_region: 'str' = '0,0,0,0', external_dem_file: 'str | Path | None' = None, selected_polarisations: 'list[str] | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str'",
+        "line": 957,
+        "doc": "Run the upstream-equivalent TOPSAR StaMPS export branch.",
+        "returns": "str"
+      },
+      {
+        "name": "run_stripmap_subset",
+        "signature": "run_stripmap_subset(product: 'str | Path', outdir: 'str | Path', *, region: 'str | None' = None, polygon_wkt: 'str | None' = None, output_name: 'str | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str'",
+        "line": 1086,
+        "doc": "Run the Stripmap subset branch.",
+        "returns": "str"
+      },
+      {
+        "name": "run_stripmap_coreg",
+        "signature": "run_stripmap_coreg(pair: 'PairProducts', outdir: 'str | Path', *, external_dem_file: 'str | Path | None' = None, output_name: 'str | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str'",
+        "line": 1122,
+        "doc": "Run the Stripmap DEM-assisted coregistration branch.",
+        "returns": "str"
+      },
+      {
+        "name": "run_stripmap_ifg",
+        "signature": "run_stripmap_ifg(coreg_product: 'str | Path', outdir: 'str | Path', *, external_dem_file: 'str | Path | None' = None, output_name_prefix: 'str' = 'stripmap', format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str'",
+        "line": 1158,
+        "doc": "Run the Stripmap interferogram/topographic-phase branch.",
+        "returns": "str"
+      },
+      {
+        "name": "run_stripmap_export",
+        "signature": "run_stripmap_export(coreg_product: 'str | Path', ifg_product: 'str | Path', outdir: 'str | Path', *, target_folder: 'str | Path', format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str'",
+        "line": 1198,
+        "doc": "Run the Stripmap StaMPS export branch.",
+        "returns": "str"
       }
     ],
     "public_classes": [
       {
         "name": "PipelineStep",
-        "line": 24,
+        "line": 25,
         "doc": "Single operator call in a SNAP pipeline.",
-        "signature": "class PipelineStep",
+        "signature": "class PipelineStep(method: 'str', kwargs: 'dict[str, Any]' = <factory>) -> None",
+        "methods": []
+      },
+      {
+        "name": "PairProducts",
+        "line": 33,
+        "doc": "Master/slave product pair used for pairwise InSAR preparation.",
+        "signature": "class PairProducts(master: 'str | Path', slave: 'str | Path') -> None",
+        "methods": []
+      },
+      {
+        "name": "PipelineDefinition",
+        "line": 45,
+        "doc": "Description of an upstream-equivalent processing pipeline variant.",
+        "signature": "class PipelineDefinition(name: 'str', branch: 'BranchName', input_kind: 'InputKind', stages: 'tuple[str, ...]', upstream_graph: 'str | None' = None, description: 'str' = '') -> None",
+        "methods": []
+      },
+      {
+        "name": "TopsarCoregIfgResult",
+        "line": 57,
+        "doc": "Outputs of the TOPSAR coregistration/interferogram branch.",
+        "signature": "class TopsarCoregIfgResult(coreg_path: 'str', ifg_path: 'str', pipeline_name: 'str') -> None",
         "methods": []
       }
     ],
     "imports": []
   },
+  {
+    "module": "sarpyx/snapflow/snap2stamps_pipelines.py",
+    "all": null,
+    "public_functions": [],
+    "public_classes": [],
+    "imports": [],
+    "description": "Deprecated compatibility shim that re-exports :mod:`sarpyx.snapflow.snap2stamps`."
+  },
   {
     "module": "sarpyx/utils/__init__.py",
     "all": [
@@ -5558,4 +5760,4 @@
     ],
     "imports": []
   }
-]
\ No newline at end of file
+]
diff --git a/docs/api_inventory_detailed.json b/docs/api_inventory_detailed.json
index 54f973c..7e90b02 100644
--- a/docs/api_inventory_detailed.json
+++ b/docs/api_inventory_detailed.json
@@ -18242,13 +18242,284 @@
     "all": null
   },
   {
-    "module": "sarpyx/snapflow/snap2stamps_pipelines.py",
-    "description": "snap2stamps-equivalent pipelines implemented with :mod:`sarpyx.snapflow` operators.\n\nThis module captures the operator chains used by the ``snap2stamps`` graph\ncollection (v2.0.1) and exposes them as reusable Python pipelines powered by\n:class:`sarpyx.snapflow.engine.GPT` methods.\n\nDesign goals\n------------\n- Keep each graph-like workflow as a named, composable pipeline.\n- Allow parameter overrides per operator.\n- Provide higher-level StaMPS-ready end-to-end pipelines (PSI/SBAS style).",
+    "module": "sarpyx/snapflow/snap2stamps.py",
+    "description": "Processing-only SNAP2StaMPS workflows implemented on top of :mod:`snapflow`.\n\nThis module covers the upstream SNAP2StaMPS processing branches without\nrecreating the original script/config runner UX. The focus is:\n\n- processing branch selection for TOPSAR and Stripmap data\n- reusable Python-callable helpers for the graph families used upstream\n- backward-compatible access to the narrower workflow helpers that previously\n  lived in ``snap2stamps_pipelines.py``",
     "public_functions": [
+      {
+        "name": "list_pipeline_names",
+        "doc": "Return known processing pipeline names, optionally filtered by branch.",
+        "signature": "list_pipeline_names(branch: 'BranchName | None' = None) -> 'tuple[str, ...]' -> tuple[str, ...]",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "branch",
+            "annotation": "BranchName | None",
+            "required": false,
+            "default": "None"
+          }
+        ],
+        "returns": "tuple[str, ...]",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 355
+      },
+      {
+        "name": "get_pipeline_definition",
+        "doc": "Return a pipeline definition by name.",
+        "signature": "get_pipeline_definition(name: 'str') -> 'PipelineDefinition' -> PipelineDefinition",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "name",
+            "annotation": "str",
+            "required": true,
+            "default": null
+          }
+        ],
+        "returns": "PipelineDefinition",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 365
+      },
+      {
+        "name": "pipeline_requires_pair",
+        "doc": "Return ``True`` when a processing branch requires explicit master/slave inputs.",
+        "signature": "pipeline_requires_pair(name: 'str') -> 'bool' -> bool",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "name",
+            "annotation": "str",
+            "required": true,
+            "default": null
+          }
+        ],
+        "returns": "bool",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 374
+      },
+      {
+        "name": "pipeline_requires_multi_input",
+        "doc": "Return ``True`` when a processing branch requires more than one source product.",
+        "signature": "pipeline_requires_multi_input(name: 'str') -> 'bool' -> bool",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "name",
+            "annotation": "str",
+            "required": true,
+            "default": null
+          }
+        ],
+        "returns": "bool",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 379
+      },
+      {
+        "name": "select_topsar_split_pipeline",
+        "doc": "Select the upstream-equivalent TOPSAR split/apply-orbit branch.",
+        "signature": "select_topsar_split_pipeline(source_count: 'int') -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "source_count",
+            "annotation": "int",
+            "required": true,
+            "default": null
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 384
+      },
+      {
+        "name": "select_topsar_coreg_ifg_pipeline",
+        "doc": "Select the upstream-equivalent TOPSAR coreg/IFG pipeline variant.",
+        "signature": "select_topsar_coreg_ifg_pipeline(*, master_count: 'int', burst_count: 'int', external_dem_file: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "master_count",
+            "annotation": "int",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "burst_count",
+            "annotation": "int",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 391
+      },
+      {
+        "name": "select_topsar_export_pipeline",
+        "doc": "Select the upstream-equivalent TOPSAR StaMPS export branch.",
+        "signature": "select_topsar_export_pipeline(*, master_count: 'int', external_dem_file: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "master_count",
+            "annotation": "int",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 413
+      },
+      {
+        "name": "select_stripmap_coreg_pipeline",
+        "doc": "Select the upstream-equivalent Stripmap coregistration branch.",
+        "signature": "select_stripmap_coreg_pipeline(external_dem_file: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 430
+      },
+      {
+        "name": "select_stripmap_ifg_pipeline",
+        "doc": "Select the upstream-equivalent Stripmap IFG/topo branch.",
+        "signature": "select_stripmap_ifg_pipeline(external_dem_file: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 439
+      },
+      {
+        "name": "build_gpt",
+        "doc": "Convenience constructor aligned with SNAP2StaMPS-like batch processing.",
+        "signature": "build_gpt(product: 'str | Path', outdir: 'str | Path', *, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'GPT' -> GPT",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "product",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "GPT",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 469
+      },
       {
         "name": "run_graph_pipeline",
-        "doc": "Run a single snap2stamps graph-equivalent pipeline.",
-        "signature": "run_graph_pipeline(gpt: GPT, graph_name: str, overrides: dict[str, dict[str, Any]] | None=None) -> str",
+        "doc": "Run a single-input stage from the legacy graph-pipeline catalog.",
+        "signature": "run_graph_pipeline(gpt: 'GPT', graph_name: 'str', overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str' -> str",
         "parameters": [],
         "raw_parameters": [
           {
@@ -18271,18 +18542,16 @@
           }
         ],
         "returns": "str",
-        "exceptions": [
-          "KeyError"
-        ],
+        "exceptions": [],
         "side_effects": [
           "inferred from implementation"
         ],
-        "line": 146
+        "line": 493
       },
       {
-        "name": "run_workflow",
-        "doc": "Run a composed snap2stamps workflow (PSI/SBAS variants).",
-        "signature": "run_workflow(gpt: GPT, workflow: str, overrides: dict[str, dict[str, Any]] | None=None) -> str",
+        "name": "run_pair_graph_pipeline",
+        "doc": "Run a graph pipeline that consumes explicit master and slave products.",
+        "signature": "run_pair_graph_pipeline(gpt: 'GPT', graph_name: 'str', pair: 'PairProducts', overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str' -> str",
         "parameters": [],
         "raw_parameters": [
           {
@@ -18292,11 +18561,17 @@
             "default": null
           },
           {
-            "name": "workflow",
+            "name": "graph_name",
             "annotation": "str",
             "required": true,
             "default": null
           },
+          {
+            "name": "pair",
+            "annotation": "PairProducts",
+            "required": true,
+            "default": null
+          },
           {
             "name": "overrides",
             "annotation": "dict[str, dict[str, Any]] | None",
@@ -18305,23 +18580,21 @@
           }
         ],
         "returns": "str",
-        "exceptions": [
-          "KeyError"
-        ],
+        "exceptions": [],
         "side_effects": [
           "inferred from implementation"
         ],
-        "line": 164
+        "line": 517
       },
       {
-        "name": "build_gpt",
-        "doc": "Convenience constructor aligned with snap2stamps-like batch processing.",
-        "signature": "build_gpt(product: str | Path, outdir: str | Path, format: str='BEAM-DIMAP', gpt_path: str='/usr/local/snap/bin/gpt', memory: str | None=None, parallelism: int | None=14, timeout: int | None=7200) -> GPT",
+        "name": "prepare_pair",
+        "doc": "Prepare master and slave independently for pairwise TOPSAR processing.",
+        "signature": "prepare_pair(pair: 'PairProducts', outdir: 'str | Path', *, preprocess_graphs: 'tuple[str, ...]' = ('split_orbit',), format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'PairProducts' -> PairProducts",
         "parameters": [],
         "raw_parameters": [
           {
-            "name": "product",
-            "annotation": "str | Path",
+            "name": "pair",
+            "annotation": "PairProducts",
             "required": true,
             "default": null
           },
@@ -18331,6 +18604,13 @@
             "required": true,
             "default": null
           },
+          {
+            "name": "preprocess_graphs",
+            "annotation": "tuple[str, ...]",
+            "required": false,
+            "default": "('split_orbit',)",
+            "kind": "kwonly"
+          },
           {
             "name": "format",
             "annotation": "str",
@@ -18365,26 +18645,991 @@
             "required": false,
             "default": "7200",
             "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "overrides",
+            "annotation": "dict[str, dict[str, Any]] | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
           }
         ],
-        "returns": "GPT",
+        "returns": "PairProducts",
         "exceptions": [],
         "side_effects": [
           "inferred from implementation"
         ],
-        "line": 182
-      }
-    ],
-    "public_classes": [
+        "line": 538
+      },
+      {
+        "name": "run_pair_workflow",
+        "doc": "Run a pairwise TOPSAR workflow from split/deburst through final output.",
+        "signature": "run_pair_workflow(pair: 'PairProducts', outdir: 'str | Path', workflow: 'str' = 'stamps_prep', *, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "pair",
+            "annotation": "PairProducts",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "workflow",
+            "annotation": "str",
+            "required": false,
+            "default": "'stamps_prep'"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "overrides",
+            "annotation": "dict[str, dict[str, Any]] | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 570
+      },
+      {
+        "name": "run_workflow",
+        "doc": "Run a composed single-input workflow from the convenience catalog.",
+        "signature": "run_workflow(gpt: 'GPT', workflow: 'str', overrides: 'dict[str, dict[str, Any]] | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "gpt",
+            "annotation": "GPT",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "workflow",
+            "annotation": "str",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "overrides",
+            "annotation": "dict[str, dict[str, Any]] | None",
+            "required": false,
+            "default": "None"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 632
+      },
+      {
+        "name": "run_topsar_split_apply_orbit",
+        "doc": "Run the upstream-equivalent TOPSAR split/apply-orbit branch.",
+        "signature": "run_topsar_split_apply_orbit(source_products: 'Iterable[str | Path]', outdir: 'str | Path', *, subswath: 'str', polarisation: 'str | None' = None, polygon_wkt: 'str | None' = None, output_name: 'str | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, apply_orbit_kwargs: 'dict[str, Any] | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "source_products",
+            "annotation": "Iterable[str | Path]",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "subswath",
+            "annotation": "str",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "polarisation",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "polygon_wkt",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "output_name",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "apply_orbit_kwargs",
+            "annotation": "dict[str, Any] | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 656
+      },
+      {
+        "name": "run_processing_pipeline",
+        "doc": "Run a named upstream-equivalent processing branch from :data:`SNAP2STAMPS_PIPELINES`.",
+        "signature": "run_processing_pipeline(pipeline_name: 'str', *, outdir: 'str | Path', format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, source_product: 'str | Path | None' = None, source_products: 'Iterable[str | Path] | None' = None, pair: 'PairProducts | None' = None, target_folder: 'str | Path | None' = None, **kwargs: 'Any') -> 'str | TopsarCoregIfgResult' -> str | TopsarCoregIfgResult",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "pipeline_name",
+            "annotation": "str",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "source_product",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "source_products",
+            "annotation": "Iterable[str | Path] | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "pair",
+            "annotation": "PairProducts | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "target_folder",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "kwargs",
+            "annotation": "Any",
+            "required": true,
+            "default": null,
+            "kind": "varkw"
+          }
+        ],
+        "returns": "str | TopsarCoregIfgResult",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 711
+      },
+      {
+        "name": "run_topsar_coreg_ifg",
+        "doc": "Run the upstream-equivalent TOPSAR coregistration/interferogram branch.",
+        "signature": "run_topsar_coreg_ifg(pair: 'PairProducts', outdir: 'str | Path', *, master_count: 'int | None' = None, burst_count: 'int | None' = None, pipeline_name: 'str | None' = None, polygon_wkt: 'str | None' = None, subset_region: 'str' = '0,0,0,0', external_dem_file: 'str | Path | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None, output_name_prefix: 'str' = 'pair') -> 'TopsarCoregIfgResult' -> TopsarCoregIfgResult",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "pair",
+            "annotation": "PairProducts",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "master_count",
+            "annotation": "int | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "burst_count",
+            "annotation": "int | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "pipeline_name",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "polygon_wkt",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "subset_region",
+            "annotation": "str",
+            "required": false,
+            "default": "'0,0,0,0'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "output_name_prefix",
+            "annotation": "str",
+            "required": false,
+            "default": "'pair'",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "TopsarCoregIfgResult",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 803
+      },
+      {
+        "name": "run_topsar_export",
+        "doc": "Run the upstream-equivalent TOPSAR StaMPS export branch.",
+        "signature": "run_topsar_export(coreg_products: 'Iterable[str | Path]', ifg_products: 'Iterable[str | Path]', outdir: 'str | Path', *, target_folder: 'str | Path', master_count: 'int', polygon_wkt: 'str | None' = None, subset_region: 'str' = '0,0,0,0', external_dem_file: 'str | Path | None' = None, selected_polarisations: 'list[str] | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "coreg_products",
+            "annotation": "Iterable[str | Path]",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "ifg_products",
+            "annotation": "Iterable[str | Path]",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "target_folder",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "master_count",
+            "annotation": "int",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "polygon_wkt",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "subset_region",
+            "annotation": "str",
+            "required": false,
+            "default": "'0,0,0,0'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "selected_polarisations",
+            "annotation": "list[str] | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 957
+      },
+      {
+        "name": "run_stripmap_subset",
+        "doc": "Run the Stripmap subset branch.",
+        "signature": "run_stripmap_subset(product: 'str | Path', outdir: 'str | Path', *, region: 'str | None' = None, polygon_wkt: 'str | None' = None, output_name: 'str | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "product",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "region",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "polygon_wkt",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "output_name",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 1086
+      },
+      {
+        "name": "run_stripmap_coreg",
+        "doc": "Run the Stripmap DEM-assisted coregistration branch.",
+        "signature": "run_stripmap_coreg(pair: 'PairProducts', outdir: 'str | Path', *, external_dem_file: 'str | Path | None' = None, output_name: 'str | None' = None, format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "pair",
+            "annotation": "PairProducts",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "output_name",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 1122
+      },
+      {
+        "name": "run_stripmap_ifg",
+        "doc": "Run the Stripmap interferogram/topographic-phase branch.",
+        "signature": "run_stripmap_ifg(coreg_product: 'str | Path', outdir: 'str | Path', *, external_dem_file: 'str | Path | None' = None, output_name_prefix: 'str' = 'stripmap', format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "coreg_product",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "external_dem_file",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "output_name_prefix",
+            "annotation": "str",
+            "required": false,
+            "default": "'stripmap'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 1158
+      },
+      {
+        "name": "run_stripmap_export",
+        "doc": "Run the Stripmap StaMPS export branch.",
+        "signature": "run_stripmap_export(coreg_product: 'str | Path', ifg_product: 'str | Path', outdir: 'str | Path', *, target_folder: 'str | Path', format: 'str' = 'BEAM-DIMAP', gpt_path: 'str' = '/usr/local/snap/bin/gpt', memory: 'str | None' = None, parallelism: 'int | None' = 14, timeout: 'int | None' = 7200, snap_userdir: 'str | Path | None' = None) -> 'str' -> str",
+        "parameters": [],
+        "raw_parameters": [
+          {
+            "name": "coreg_product",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "ifg_product",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "outdir",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null
+          },
+          {
+            "name": "target_folder",
+            "annotation": "str | Path",
+            "required": true,
+            "default": null,
+            "kind": "kwonly"
+          },
+          {
+            "name": "format",
+            "annotation": "str",
+            "required": false,
+            "default": "'BEAM-DIMAP'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "gpt_path",
+            "annotation": "str",
+            "required": false,
+            "default": "'/usr/local/snap/bin/gpt'",
+            "kind": "kwonly"
+          },
+          {
+            "name": "memory",
+            "annotation": "str | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          },
+          {
+            "name": "parallelism",
+            "annotation": "int | None",
+            "required": false,
+            "default": "14",
+            "kind": "kwonly"
+          },
+          {
+            "name": "timeout",
+            "annotation": "int | None",
+            "required": false,
+            "default": "7200",
+            "kind": "kwonly"
+          },
+          {
+            "name": "snap_userdir",
+            "annotation": "str | Path | None",
+            "required": false,
+            "default": "None",
+            "kind": "kwonly"
+          }
+        ],
+        "returns": "str",
+        "exceptions": [],
+        "side_effects": [
+          "inferred from implementation"
+        ],
+        "line": 1198
+      }
+    ],
+    "public_classes": [
       {
         "name": "PipelineStep",
-        "line": 24,
+        "line": 25,
         "doc": "Single operator call in a SNAP pipeline.",
-        "signature": "class PipelineStep",
+        "signature": "class PipelineStep(method: 'str', kwargs: 'dict[str, Any]' = <factory>) -> None",
+        "methods": [],
+        "raw_parameters": []
+      },
+      {
+        "name": "PairProducts",
+        "line": 33,
+        "doc": "Master/slave product pair used for pairwise InSAR preparation.",
+        "signature": "class PairProducts(master: 'str | Path', slave: 'str | Path') -> None",
+        "methods": [],
+        "raw_parameters": []
+      },
+      {
+        "name": "PipelineDefinition",
+        "line": 45,
+        "doc": "Description of an upstream-equivalent processing pipeline variant.",
+        "signature": "class PipelineDefinition(name: 'str', branch: 'BranchName', input_kind: 'InputKind', stages: 'tuple[str, ...]', upstream_graph: 'str | None' = None, description: 'str' = '') -> None",
+        "methods": [],
+        "raw_parameters": []
+      },
+      {
+        "name": "TopsarCoregIfgResult",
+        "line": 57,
+        "doc": "Outputs of the TOPSAR coregistration/interferogram branch.",
+        "signature": "class TopsarCoregIfgResult(coreg_path: 'str', ifg_path: 'str', pipeline_name: 'str') -> None",
         "methods": [],
         "raw_parameters": []
       }
     ],
+    "all": [
+      "PAIRWISE_GRAPH_NAMES",
+      "PairProducts",
+      "PipelineDefinition",
+      "PipelineStep",
+      "SNAP2STAMPS_GRAPH_PIPELINES",
+      "SNAP2STAMPS_PIPELINES",
+      "SNAP2STAMPS_WORKFLOWS",
+      "SNAP2STAMPS_WORKFLOW_INPUTS",
+      "TopsarCoregIfgResult",
+      "build_gpt",
+      "get_pipeline_definition",
+      "list_pipeline_names",
+      "pipeline_requires_multi_input",
+      "pipeline_requires_pair",
+      "prepare_pair",
+      "run_graph_pipeline",
+      "run_pair_graph_pipeline",
+      "run_pair_workflow",
+      "run_processing_pipeline",
+      "run_stripmap_coreg",
+      "run_stripmap_export",
+      "run_stripmap_ifg",
+      "run_stripmap_subset",
+      "run_topsar_coreg_ifg",
+      "run_topsar_export",
+      "run_topsar_split_apply_orbit",
+      "run_workflow",
+      "select_stripmap_coreg_pipeline",
+      "select_stripmap_ifg_pipeline",
+      "select_topsar_coreg_ifg_pipeline",
+      "select_topsar_export_pipeline",
+      "select_topsar_split_pipeline"
+    ]
+  },
+  {
+    "module": "sarpyx/snapflow/snap2stamps_pipelines.py",
+    "description": "Deprecated compatibility shim that re-exports :mod:`sarpyx.snapflow.snap2stamps`.",
+    "public_functions": [],
+    "public_classes": [],
     "all": null
   },
   {
@@ -24742,4 +25987,4 @@
     ],
     "all": null
   }
-]
\ No newline at end of file
+]
diff --git a/docs/architecture.html b/docs/architecture.html
index 9848b13..a48edce 100644
--- a/docs/architecture.html
+++ b/docs/architecture.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link active" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -87,6 +87,7 @@ <h2 id="folder-structure">Folder Structure</h2>
     __init__.py
     engine.py
     op.py
+    snap2stamps.py
     snap2stamps_pipelines.py
   utils/
     __init__.py
@@ -110,7 +111,7 @@ <h2 id="folder-structure">Folder Structure</h2>
   <h2 id="core-modules-and-responsibilities">Core Modules and Responsibilities</h2>
   <table>
     <thead><tr><th>Namespace</th><th>Modules</th><th>Representative Modules</th></tr></thead>
-    <tbody><tr><td><code>__init__.py</code></td><td>1</td><td>sarpyx.__init__</td></tr><tr><td><code>cli</code></td><td>11</td><td>sarpyx.cli.__init__, sarpyx.cli.algorithms.AdaptiveThresholding, sarpyx.cli.algorithms.__init__ ...</td></tr><tr><td><code>processor</code></td><td>30</td><td>sarpyx.processor.__init__, sarpyx.processor.algorithms.__init__, sarpyx.processor.algorithms.backprojection ...</td></tr><tr><td><code>science</code></td><td>2</td><td>sarpyx.science.__init__, sarpyx.science.indices</td></tr><tr><td><code>sla</code></td><td>6</td><td>sarpyx.sla.__init__, sarpyx.sla.core.__init__, sarpyx.sla.core.meta ...</td></tr><tr><td><code>snapflow</code></td><td>4</td><td>sarpyx.snapflow.__init__, sarpyx.snapflow.engine, sarpyx.snapflow.op ...</td></tr><tr><td><code>utils</code></td><td>19</td><td>sarpyx.utils.__init__, sarpyx.utils.complex_losses-OLD, sarpyx.utils.dem_utils ...</td></tr></tbody>
+    <tbody><tr><td><code>__init__.py</code></td><td>1</td><td>sarpyx.__init__</td></tr><tr><td><code>cli</code></td><td>11</td><td>sarpyx.cli.__init__, sarpyx.cli.algorithms.AdaptiveThresholding, sarpyx.cli.algorithms.__init__ ...</td></tr><tr><td><code>processor</code></td><td>30</td><td>sarpyx.processor.__init__, sarpyx.processor.algorithms.__init__, sarpyx.processor.algorithms.backprojection ...</td></tr><tr><td><code>science</code></td><td>2</td><td>sarpyx.science.__init__, sarpyx.science.indices</td></tr><tr><td><code>sla</code></td><td>6</td><td>sarpyx.sla.__init__, sarpyx.sla.core.__init__, sarpyx.sla.core.meta ...</td></tr><tr><td><code>snapflow</code></td><td>5</td><td>sarpyx.snapflow.__init__, sarpyx.snapflow.engine, sarpyx.snapflow.op ...</td></tr><tr><td><code>utils</code></td><td>19</td><td>sarpyx.utils.__init__, sarpyx.utils.complex_losses-OLD, sarpyx.utils.dem_utils ...</td></tr></tbody>
   </table>
 
   <h2 id="data-flow">Data Flow</h2>
@@ -133,7 +134,7 @@ <h2 id="design-patterns">Design Patterns</h2>
   <ul>
     <li>Command-style CLI dispatch in <code>sarpyx.cli.main</code>.</li>
     <li>Wrapper abstraction for external GPT execution in <code>sarpyx.snapflow.engine.GPT</code>.</li>
-    <li>Pipeline orchestration helpers in <code>sarpyx.snapflow.snap2stamps_pipelines</code>.</li>
+    <li>Pipeline orchestration helpers in <code>sarpyx.snapflow.snap2stamps</code> with a deprecated compatibility alias at <code>sarpyx.snapflow.snap2stamps_pipelines</code>.</li>
     <li>Manager-style APIs for structured Zarr data access in <code>sarpyx.utils.zarr_utils</code>.</li>
   </ul>
 
@@ -557,7 +558,7 @@ <h3 id="figma-deployment-architecture">Deployment architecture</h3><script type=
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/configuration.html b/docs/configuration.html
index 13b542a..801b99f 100644
--- a/docs/configuration.html
+++ b/docs/configuration.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link active" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -67,7 +67,7 @@ <h2 id="security-considerations">Security Considerations</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/contributing.html b/docs/contributing.html
index 9bf4b6d..ce4b5b9 100644
--- a/docs/contributing.html
+++ b/docs/contributing.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link active" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -71,7 +71,7 @@ <h2 id="branching-model">Branching Model</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/faq.html b/docs/faq.html
index 0bef5a7..a4671f4 100644
--- a/docs/faq.html
+++ b/docs/faq.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link active" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -74,7 +74,7 @@ <h2 id="fixes">Fixes</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/generate_static_site.py b/docs/generate_static_site.py
index 4881611..b784a06 100644
--- a/docs/generate_static_site.py
+++ b/docs/generate_static_site.py
@@ -1025,7 +1025,7 @@ def make_architecture_page(module_items: list[dict[str, Any]], specs: list[dict[
   <ul>
     <li>Command-style CLI dispatch in <code>sarpyx.cli.main</code>.</li>
     <li>Wrapper abstraction for external GPT execution in <code>sarpyx.snapflow.engine.GPT</code>.</li>
-    <li>Pipeline orchestration helpers in <code>sarpyx.snapflow.snap2stamps_pipelines</code>.</li>
+    <li>Pipeline orchestration helpers in <code>sarpyx.snapflow.snap2stamps</code> with a deprecated compatibility alias at <code>sarpyx.snapflow.snap2stamps_pipelines</code>.</li>
     <li>Manager-style APIs for structured Zarr data access in <code>sarpyx.utils.zarr_utils</code>.</li>
   </ul>
 
diff --git a/docs/index.html b/docs/index.html
index 778ad7d..feb6759 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link active" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -69,14 +69,14 @@ <h3 id="dependencies">Core Dependencies</h3>
   <h2 id="module-distribution">Module Distribution</h2>
   <table>
     <thead><tr><th>Namespace</th><th>Module Count</th></tr></thead>
-    <tbody><tr><td><code>__init__.py</code></td><td>1</td></tr><tr><td><code>cli</code></td><td>11</td></tr><tr><td><code>processor</code></td><td>30</td></tr><tr><td><code>science</code></td><td>2</td></tr><tr><td><code>sla</code></td><td>6</td></tr><tr><td><code>snapflow</code></td><td>4</td></tr><tr><td><code>utils</code></td><td>19</td></tr></tbody>
+    <tbody><tr><td><code>__init__.py</code></td><td>1</td></tr><tr><td><code>cli</code></td><td>11</td></tr><tr><td><code>processor</code></td><td>30</td></tr><tr><td><code>science</code></td><td>2</td></tr><tr><td><code>sla</code></td><td>6</td></tr><tr><td><code>snapflow</code></td><td>5</td></tr><tr><td><code>utils</code></td><td>19</td></tr></tbody>
   </table>
   <aside class="callout info"><p>API counts and signatures are generated directly from docs/api_inventory_detailed.json (source-derived).</p></aside>
 </section>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/installation.html b/docs/installation.html
index e55ad65..cd0fbd8 100644
--- a/docs/installation.html
+++ b/docs/installation.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link active" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -121,7 +121,7 @@ <h2 id="troubleshooting">Troubleshooting</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/quickstart.html b/docs/quickstart.html
index bbd63c5..5a3b145 100644
--- a/docs/quickstart.html
+++ b/docs/quickstart.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link active" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -76,7 +76,7 @@ <h2 id="python-api-minimal">Python API Minimal</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/testing.html b/docs/testing.html
index ee522e1..927ad1c 100644
--- a/docs/testing.html
+++ b/docs/testing.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link" href="usage.html">Usage</a></li><li><a class="nav-link active" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -66,7 +66,7 @@ <h2 id="verification-gates">Verification Gates</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>
diff --git a/docs/usage.html b/docs/usage.html
index 402da1d..0f144ef 100644
--- a/docs/usage.html
+++ b/docs/usage.html
@@ -27,7 +27,7 @@ <h2 class="nav-title">Documentation</h2>
           <li><a class="nav-link" href="index.html">Home</a></li><li><a class="nav-link" href="installation.html">Installation</a></li><li><a class="nav-link" href="quickstart.html">Quick Start</a></li><li><a class="nav-link" href="architecture.html">Architecture</a></li><li><a class="nav-link" href="api/index.html">API</a></li><li><a class="nav-link" href="configuration.html">Configuration</a></li><li><a class="nav-link active" href="usage.html">Usage</a></li><li><a class="nav-link" href="testing.html">Testing</a></li><li><a class="nav-link" href="contributing.html">Contributing</a></li><li><a class="nav-link" href="faq.html">FAQ</a></li>
         </ul>
         <h2 class="nav-title">API Modules</h2>
-        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
+        <details class="nav-group"><summary>__init__.py</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx___init__.html">sarpyx.__init__</a></li></ul></details><details class="nav-group"><summary>cli</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_cli___init__.html">sarpyx.cli.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms_AdaptiveThresholding.html">sarpyx.cli.algorithms.AdaptiveThresholding</a></li><li><a class="api-link" href="api/sarpyx_cli_algorithms___init__.html">sarpyx.cli.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_cli_decode.html">sarpyx.cli.decode</a></li><li><a class="api-link" href="api/sarpyx_cli_focus.html">sarpyx.cli.focus</a></li><li><a class="api-link" href="api/sarpyx_cli_main.html">sarpyx.cli.main</a></li><li><a class="api-link" href="api/sarpyx_cli_shipdet.html">sarpyx.cli.shipdet</a></li><li><a class="api-link" href="api/sarpyx_cli_unzip.html">sarpyx.cli.unzip</a></li><li><a class="api-link" href="api/sarpyx_cli_upload.html">sarpyx.cli.upload</a></li><li><a class="api-link" href="api/sarpyx_cli_utils.html">sarpyx.cli.utils</a></li><li><a class="api-link" href="api/sarpyx_cli_worldsar.html">sarpyx.cli.worldsar</a></li></ul></details><details class="nav-group"><summary>processor</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_processor___init__.html">sarpyx.processor.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms___init__.html">sarpyx.processor.algorithms.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_backprojection.html">sarpyx.processor.algorithms.backprojection</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_constants.html">sarpyx.processor.algorithms.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_mbautofocus.html">sarpyx.processor.algorithms.mbautofocus</a></li><li><a class="api-link" href="api/sarpyx_processor_algorithms_rda.html">sarpyx.processor.algorithms.rda</a></li><li><a class="api-link" href="api/sarpyx_processor_core___init__.html">sarpyx.processor.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_core_aux.html">sarpyx.processor.core.aux</a></li><li><a class="api-link" href="api/sarpyx_processor_core_code2physical.html">sarpyx.processor.core.code2physical</a></li><li><a class="api-link" href="api/sarpyx_processor_core_constants.html">sarpyx.processor.core.constants</a></li><li><a class="api-link" href="api/sarpyx_processor_core_decode.html">sarpyx.processor.core.decode</a></li><li><a class="api-link" href="api/sarpyx_processor_core_dim_updater.html">sarpyx.processor.core.dim_updater</a></li><li><a class="api-link" href="api/sarpyx_processor_core_focus.html">sarpyx.processor.core.focus</a></li><li><a class="api-link" href="api/sarpyx_processor_core_meta.html">sarpyx.processor.core.meta</a></li><li><a class="api-link" href="api/sarpyx_processor_core_signal.html">sarpyx.processor.core.signal</a></li><li><a class="api-link" href="api/sarpyx_processor_core_spectrum.html">sarpyx.processor.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture.html">sarpyx.processor.core.subaperture</a></li><li><a class="api-link" href="api/sarpyx_processor_core_subaperture_full_img.html">sarpyx.processor.core.subaperture_full_img</a></li><li><a class="api-link" href="api/sarpyx_processor_core_transforms.html">sarpyx.processor.core.transforms</a></li><li><a class="api-link" href="api/sarpyx_processor_core_utilis.html">sarpyx.processor.core.utilis</a></li><li><a class="api-link" href="api/sarpyx_processor_data___init__.html">sarpyx.processor.data.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_data_formatters.html">sarpyx.processor.data.formatters</a></li><li><a class="api-link" href="api/sarpyx_processor_data_readers.html">sarpyx.processor.data.readers</a></li><li><a class="api-link" href="api/sarpyx_processor_data_writers.html">sarpyx.processor.data.writers</a></li><li><a class="api-link" href="api/sarpyx_processor_utils___init__.html">sarpyx.processor.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_mem.html">sarpyx.processor.utils.mem</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_metrics.html">sarpyx.processor.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_summary.html">sarpyx.processor.utils.summary</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_unzip.html">sarpyx.processor.utils.unzip</a></li><li><a class="api-link" href="api/sarpyx_processor_utils_viz.html">sarpyx.processor.utils.viz</a></li></ul></details><details class="nav-group"><summary>science</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_science___init__.html">sarpyx.science.__init__</a></li><li><a class="api-link" href="api/sarpyx_science_indices.html">sarpyx.science.indices</a></li></ul></details><details class="nav-group"><summary>sla</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_sla___init__.html">sarpyx.sla.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core___init__.html">sarpyx.sla.core.__init__</a></li><li><a class="api-link" href="api/sarpyx_sla_core_meta.html">sarpyx.sla.core.meta</a></li><li><a class="api-link" href="api/sarpyx_sla_core_spectrum.html">sarpyx.sla.core.spectrum</a></li><li><a class="api-link" href="api/sarpyx_sla_metrics.html">sarpyx.sla.metrics</a></li><li><a class="api-link" href="api/sarpyx_sla_utilis.html">sarpyx.sla.utilis</a></li></ul></details><details class="nav-group"><summary>snapflow</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_snapflow___init__.html">sarpyx.snapflow.__init__</a></li><li><a class="api-link" href="api/sarpyx_snapflow_engine.html">sarpyx.snapflow.engine</a></li><li><a class="api-link" href="api/sarpyx_snapflow_op.html">sarpyx.snapflow.op</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps.html">sarpyx.snapflow.snap2stamps</a></li><li><a class="api-link" href="api/sarpyx_snapflow_snap2stamps_pipelines.html">sarpyx.snapflow.snap2stamps_pipelines</a></li></ul></details><details class="nav-group"><summary>utils</summary><ul class="api-links"><li><a class="api-link" href="api/sarpyx_utils___init__.html">sarpyx.utils.__init__</a></li><li><a class="api-link" href="api/sarpyx_utils_complex_losses-OLD.html">sarpyx.utils.complex_losses-OLD</a></li><li><a class="api-link" href="api/sarpyx_utils_dem_utils.html">sarpyx.utils.dem_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_executor.html">sarpyx.utils.executor</a></li><li><a class="api-link" href="api/sarpyx_utils_geos.html">sarpyx.utils.geos</a></li><li><a class="api-link" href="api/sarpyx_utils_grid.html">sarpyx.utils.grid</a></li><li><a class="api-link" href="api/sarpyx_utils_hf.html">sarpyx.utils.hf</a></li><li><a class="api-link" href="api/sarpyx_utils_io.html">sarpyx.utils.io</a></li><li><a class="api-link" href="api/sarpyx_utils_losses.html">sarpyx.utils.losses</a></li><li><a class="api-link" href="api/sarpyx_utils_meta.html">sarpyx.utils.meta</a></li><li><a class="api-link" href="api/sarpyx_utils_metrics.html">sarpyx.utils.metrics</a></li><li><a class="api-link" href="api/sarpyx_utils_nisar_utils.html">sarpyx.utils.nisar_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_peorb.html">sarpyx.utils.peorb</a></li><li><a class="api-link" href="api/sarpyx_utils_rfigen.html">sarpyx.utils.rfigen</a></li><li><a class="api-link" href="api/sarpyx_utils_sar_loss.html">sarpyx.utils.sar_loss</a></li><li><a class="api-link" href="api/sarpyx_utils_up.html">sarpyx.utils.up</a></li><li><a class="api-link" href="api/sarpyx_utils_viz.html">sarpyx.utils.viz</a></li><li><a class="api-link" href="api/sarpyx_utils_wkt_utils.html">sarpyx.utils.wkt_utils</a></li><li><a class="api-link" href="api/sarpyx_utils_zarr_utils.html">sarpyx.utils.zarr_utils</a></li></ul></details>
       </nav>
     </aside>
 
@@ -76,7 +76,7 @@ <h2 id="performance-considerations">Performance Considerations</h2>
 
       </article>
       <footer class="page-footer">
-        <p>Generated from repository sources on 2026-03-02 17:41 UTC.</p>
+        <p>Generated from repository sources on 2026-03-12 13:39 UTC.</p>
       </footer>
     </main>
   </div>

From 2a72c0dffceff3e7fc799f49b3a5f637a450895e Mon Sep 17 00:00:00 2001
From: rdp_neohpc <robertodelprete88@gmail.com>
Date: Thu, 12 Mar 2026 14:45:54 +0000
Subject: [PATCH 4/4] fix(ci): pin buildx and gate main only

Pin Docker Buildx to a stable version to avoid transient default-image failures and restrict Docker and publish workflows to main-branch execution paths.
---
 .github/workflows/docker.yml  | 32 ++++++++++++--------------------
 .github/workflows/publish.yml |  9 ++++++---
 2 files changed, 18 insertions(+), 23 deletions(-)

diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 6c36ead..61f827c 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -2,10 +2,8 @@
 # CI/CD – Docker build, test, and publish
 # ──────────────────────────────────────────────────────────────
 # Triggers:
-#   • Every push / PR that touches Docker-related files  → build + test
-#   • Pushes to main                                      → build + test + push :latest
-#   • Published releases (vX.Y.Z tag)                     → build + test + push :X.Y.Z + :latest
-#   • Manual dispatch                                     → build + test + optional push
+#   • Pushes to main that touch Docker-related files      → build + test + push :latest
+#   • Manual dispatch from main                           → build + test + optional push
 # ──────────────────────────────────────────────────────────────
 
 name: Docker Build & Publish
@@ -20,17 +18,6 @@ on:
       - "tests/**"
       - "pyproject.toml"
       - "support/**"
-  pull_request:
-    branches: [main]
-    paths:
-      - "Dockerfile"
-      - "docker-compose.yml"
-      - "sarpyx/**"
-      - "tests/**"
-      - "pyproject.toml"
-      - "support/**"
-  release:
-    types: [published]
   workflow_dispatch:
     inputs:
       push_image:
@@ -45,6 +32,7 @@ jobs:
   # ────────────────────  Build & Test  ────────────────────────
   build-and-test:
     runs-on: ubuntu-latest
+    if: github.ref == 'refs/heads/main'
     timeout-minutes: 260
 
     steps:
@@ -53,6 +41,8 @@ jobs:
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
+        with:
+          version: v0.11.2
 
       - name: Cache Docker layers
         uses: actions/cache@v4
@@ -88,9 +78,11 @@ jobs:
     needs: build-and-test
     runs-on: ubuntu-latest
     if: >-
-      github.event_name == 'release' ||
-      (github.event_name == 'push' && github.ref == 'refs/heads/main') ||
-      (github.event_name == 'workflow_dispatch' && github.event.inputs.push_image == 'true')
+      github.ref == 'refs/heads/main' &&
+      (
+        github.event_name == 'push' ||
+        (github.event_name == 'workflow_dispatch' && github.event.inputs.push_image == 'true')
+      )
     timeout-minutes: 60
 
     steps:
@@ -99,6 +91,8 @@ jobs:
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
+        with:
+          version: v0.11.2
 
       - name: Log in to Docker Hub
         uses: docker/login-action@v3
@@ -113,8 +107,6 @@ jobs:
           images: ${{ env.DOCKER_IMAGE }}
           tags: |
             type=raw,value=latest,enable={{is_default_branch}}
-            type=semver,pattern={{version}}
-            type=semver,pattern={{major}}.{{minor}}
             type=sha,prefix=
 
       - name: Build and push Docker image
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index c5b7e14..f770b22 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,13 +1,16 @@
-# GitHub Actions workflow for publishing a Python package to PyPI upon release.
-name: Publish Python Package to PyPI on Release
+# GitHub Actions workflow for publishing a Python package from main only.
+name: Publish Python Package to PyPI
 
 on:
+    push:
+        branches: [main]
     workflow_dispatch:
 
 jobs:
     pypi-publish:
         name: PyPI Release Publication
         runs-on: ubuntu-latest
+        if: github.ref == 'refs/heads/main'
         permissions:
             id-token: write # Required for trusted publishing
         steps:
@@ -34,4 +37,4 @@ jobs:
             run: pdm build
 
           - name: Upload Distributions to PyPI
-            uses: pypa/gh-action-pypi-publish@release/v1
\ No newline at end of file
+            uses: pypa/gh-action-pypi-publish@release/v1