diff --git a/CITATION.cff b/CITATION.cff
index df030dd..5f9601c 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -10,6 +10,6 @@ authors:
   orcid: https://orcid.org/0009-0009-1369-1748
   affiliation: University of Hamburg, Bundesstraße 53, 20146 Hamburg, Germany
 title: amocatlas
-version: 0.1.1
-date-released: 2025-04-12
+version: 0.3.0
+date-released: 2026-02-10
 url: https://github.com/AMOCcommunity/amocatlas
diff --git a/amocatlas/metadata/arcticgateway.yml b/amocatlas/metadata/arcticgateway.yml
index 221cc7c..963bc7c 100644
--- a/amocatlas/metadata/arcticgateway.yml
+++ b/amocatlas/metadata/arcticgateway.yml
@@ -17,16 +17,19 @@ metadata:
   contributor_name: "Hege-Beate Fredriksen, Laura de Steur"
   contributor_role: "originator, PI"
   contributor_role_vocabulary: "http://vocab.nerc.ac.uk/search_nvs/W08/"
-  creator_name_overwrite: " "
-  creator_url_overwrite: " "
-  creator_email_overwrite: " "
-  creator_type_overwrite: " "
-  publisher_name_overwrite: " "
-  publisher_email_overwrite: " "
   institution: " "
   contributing_institutions: "Norwegian Polar Institute, Alfred Wegener Institute, Institute for Marine Research, APL-UW"
   contributing_institutions_role: "publisher, "
-
+  remove_unwanted_attributes:
+    - creator_institution
+    - creator_name  # if you want to remove this too
+    - creator_url
+    - creator_email
+    - creator_type
+    - publisher_name
+    - publisher_email
+    - publisher_type
+    
 files:
   Adjusted_fulldepth/BarentsSeaOpening_adjusted_v_fulldepth.nc:
     source_url: "https://doi.org/10.21334/NPOLAR.2025.80B69907"
@@ -103,17 +106,17 @@ files:
         description: "Latitude of zonal sections across which freshwater transport is computed."
         units: degree_north 
         standard_name: "latitude"
-      conservative_temperature:
+      CT:
         long_name: "Cons. Temperature"
         description: "Conservative Temperature (TEOS-10)"
         units: degree_C
         standard_name: sea_water_conservative_temperature
-      absolute_salinity:
+      SA:
         long_name: "Abs. Salinity"
         description: "Absolute Salinity (TEOS-10)"
         units: "g kg-1"
         standard_name: sea_water_absolute_salinity
-      northward_velocity:
+      v:
         long_name: "V Velocity"
         description: "Northward Velocity component"
         units: "m s-1"
diff --git a/amocatlas/metadata/institution_registry.yml b/amocatlas/metadata/institution_registry.yml
index 55ec34b..ac9786f 100644
--- a/amocatlas/metadata/institution_registry.yml
+++ b/amocatlas/metadata/institution_registry.yml
@@ -18,6 +18,21 @@ institutions:
     id_url: "https://edmo.seadatanet.org/report/17"
     website: "https://noc.ac.uk"
     
+  "1224": # NASA JPL
+    standard_name: "National Aeronautics and Space Administration - Jet Propulsion Laboratory (NASA JPL)"
+    name_variants:
+      - "NASA JPL"
+      - "National Aeronautics and Space Administration, Jet Propulsion Laboratory"
+      - "National Aeronautics and Space Administration Jet Propulsion Laboratory"
+      - "NASA Jet Propulsion Laboratory"
+      - "National Aeronautics and Space Administration (NASA) Jet Propulsion Laboratory"
+      - "National Aeronautics and Space Administration (NASA) Jet Propulsion Laboratory (JPL)"
+      - "National Aeronautics and Space Administration JPL"
+      - "National Aeronautics and Space Administration Jet Propulsion Laboratory (USA)"
+    country: "USA"
+    id_url: "https://edmo.seadatanet.org/report/1224"
+    website: "https://www.jpl.nasa.gov"
+
   "2424":  # National Oceanography Centre Liverpool
     standard_name: "National Oceanography Centre (Liverpool)"
     name_variants:
diff --git a/amocatlas/metadata/mocha26n.yml b/amocatlas/metadata/mocha26n.yml
index dc8f286..dc949fd 100644
--- a/amocatlas/metadata/mocha26n.yml
+++ b/amocatlas/metadata/mocha26n.yml
@@ -24,6 +24,7 @@ files:
     variable_mapping:
       time: TIME
       maxmoc: MOC
+      moc: STREAMFUNCTION_Z
       Q_sum: MHT
       Q_ek: MHT_EKMAN
       Q_fc: MHT_FC
@@ -154,17 +155,11 @@ files:
         units: Sverdrup
         standard_name: ocean_volume_transport_across_line
       maxmoc:
-        long_name: "MOC"
+        long_name: "MOC_Z"
         description: >
           time-varying maximum value of MOC streamfunction
         units: Sverdrup
         standard_name: ocean_meridional_overturning_transport
-      moc:
-        long_name: "MOC_Z"
-        description: >
-          time-varying MOC streamfunction vs. depth
-        units: Sverdrup
-        standard_name: ocean_meridional_overturning_streamfunction
       z:
         long_name: "Depth"
         description: >
@@ -203,3 +198,8 @@ files:
         description: >
           corresponding hour of the measurements
         standard_name: "Hour"
+      moc:
+        long_name: "Streamfunction"
+        description: "Streamfunction across the Atlantic at 26.5°N"
+        units: Sverdrup
+        standard_name: ocean_meridional_overturning_streamfunction
\ No newline at end of file
diff --git a/amocatlas/metadata/noac47n.yml b/amocatlas/metadata/noac47n.yml
index 62ec051..6bca77f 100644
--- a/amocatlas/metadata/noac47n.yml
+++ b/amocatlas/metadata/noac47n.yml
@@ -10,6 +10,7 @@ metadata:
     Wett, Simon; Rhein, Monika; Kieke, Dagmar; Mertens, Christian; Moritz, Martin; Nowitzki, Hannah (2023): Basin-wide AMOC volume transport from the NOAC array at 47°N in the subpolar North Atlantic (1993-2018) [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.959558
   featureType: "timeSeries"
   time_coverage_start: '1993-01-01'
+  contributing_institutions: University of Bremen (Germany)
   time_coverage_end: '2018-01-01'
   contributor_name: "Simon Wett, Monika Rhein"
   contributor_role: "originator, PI"
diff --git a/amocatlas/metadata/osnap55n.yml b/amocatlas/metadata/osnap55n.yml
index c22e7d4..3a723eb 100644
--- a/amocatlas/metadata/osnap55n.yml
+++ b/amocatlas/metadata/osnap55n.yml
@@ -8,7 +8,7 @@ metadata:
     OSNAP data were collected and made freely available by the OSNAP (Overturning in the Subpolar North Atlantic Program) project
     and all the national programs that contribute to it (www.o-snap.org).
   doi: https://doi.org/10.35090/gatech/70342
-  license:  
+  license: CC-BY-4.0 # Based on original data location at gatech
   Conventions: CF-1.8, ACDD-1.3
   time_coverage_start: "2014-08-01"
   time_coverage_end: "2020-06-30"
@@ -74,7 +74,7 @@ files:
         units: Sverdrup
         standard_name: ocean_meridional_overturning_streamfunction
       MOC_EAST_ERR:
-        long_name: "MOC east uncertainty"
+        long_name: "MOCeast uncertainty"
         description: "Uncertainty in MOC_EAST"
         units: Sverdrup
         standard_name: ocean_meridional_overturning_streamfunction
@@ -84,57 +84,57 @@ files:
         units: PW
         standard_name: northward_ocean_heat_transport
       MHT_ALL_ERR:
-        long_name: "Heat transport uncertainty"
+        long_name: "MHT uncertainty"
         description: "Uncertainty in MHT_ALL"
         units: PW
         standard_name: northward_ocean_heat_transport
       MHT_EAST:
-        long_name: "Heat transport east"
+        long_name: "MHTeast"
         description: "Meridional heat transport at OSNAP East"
         units: PW
         standard_name: northward_ocean_heat_transport
       MHT_EAST_ERR:
-        long_name: "Heat transport east uncertainty"
+        long_name: "MHTeast uncertainty"
         description: "Uncertainty in MHT_EAST"
         units: PW
         standard_name: northward_ocean_heat_transport
       MHT_WEST:
-        long_name: "Heat transport west"
+        long_name: "MHTwest"
         description: "Meridional heat transport at OSNAP West"
         units: PW
         standard_name: northward_ocean_heat_transport
       MHT_WEST_ERR:
-        long_name: "Heat transport west uncertainty"
+        long_name: "MHTwest uncertainty"
         description: "Uncertainty in MHT_WEST"
         units: PW
         standard_name: northward_ocean_heat_transport
       MFT_ALL:
-        long_name: "Freshwater transport"
+        long_name: "MFT"
         description: "Meridional freshwater transport across full OSNAP array"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_ALL_ERR:
-        long_name: "Freshwater transport uncertainty"
+        long_name: "MFT uncertainty"
         description: "Uncertainty in MFT_ALL"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_EAST:
-        long_name: "Freshwater transport east"
+        long_name: "MFTeast"
         description: "Meridional freshwater transport at OSNAP East"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_EAST_ERR:
-        long_name: "Freshwater transport east uncertainty"
+        long_name: "MFTeast uncertainty"
         description: "Uncertainty in MFT_EAST"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_WEST:
-        long_name: "Freshwater transport west"
+        long_name: "MFTwest"
         description: "Meridional freshwater transport at OSNAP West"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_WEST_ERR:
-        long_name: "Freshwater transport west uncertainty"
+        long_name: "MFTwest uncertainty"
         description: "Uncertainty in MFT_WEST"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
@@ -186,17 +186,17 @@ files:
         description: "Maximum overturning streamfunction across OSNAP East"
         units: Sverdrup
         standard_name: ocean_meridional_overturning_streamfunction
-      MOC_SIGMA0_EAST_ERR:
+      MOC_EAST_ERR:
         long_name: "Eastern MOC_sigma0 uncertainty"
         description: "Uncertainty in MOC_SIGMA0_EAST"
         units: Sverdrup
         standard_name: ocean_meridional_overturning_streamfunction
-      MHT:
+      MHT_ALL:
         long_name: "MHT"
         description: "Meridional heat transport across full OSNAP array"
         units: PW
         standard_name: northward_ocean_heat_transport
-      MHT_ERR:
+      MHT_ALL_ERR:
         long_name: "MHT uncertainty"
         description: "Uncertainty in MHT"
         units: PW
@@ -222,32 +222,32 @@ files:
         units: PW
         standard_name: northward_ocean_heat_transport
       MFT:
-        long_name: "Freshwater trans."
+        long_name: "MFT"
         description: "Meridional freshwater transport across full OSNAP array"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
-      MFT_ERR:
-        long_name: "Freshwater trans. error"
+      MFT_ALL_ERR:
+        long_name: "MFT error"
         description: "Uncertainty in MFT"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_WEST:
-        long_name: "Freshwater trans. west"
+        long_name: "MFTwest"
         description: "Meridional freshwater transport across OSNAP West"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_WEST_ERR:
-        long_name: "Freshwater trans. west error"
+        long_name: "MFTwest error"
         description: "Uncertainty in MFT_WEST"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_EAST:
-        long_name: "Freshwater trans. east"
+        long_name: "MFTeast"
         description: "Meridional freshwater transport across OSNAP East"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
       MFT_EAST_ERR:
-        long_name: "Freshwater trans. east error"
+        long_name: "MFTeast error"
         description: "Uncertainty in MFT_EAST"
         units: Sverdrup
         standard_name: northward_ocean_freshwater_transport
diff --git a/amocatlas/report.py b/amocatlas/report.py
index 6bb6d7f..31ea140 100644
--- a/amocatlas/report.py
+++ b/amocatlas/report.py
@@ -1139,12 +1139,6 @@ def generate_array_report(
             for ds in datasets:
                 # Set canonical date_modified to avoid changing every time
                 ds.attrs["date_modified"] = canonical_date
-                # Add explanation comment
-                comment = ds.attrs.get("comment", "")
-                if comment:
-                    comment += " "
-                comment += "(Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)"
-                ds.attrs["comment"] = comment
 
         # Extract and store contributors and institutions
         try:
diff --git a/amocatlas/standardise.py b/amocatlas/standardise.py
index aa58f91..51b5a33 100644
--- a/amocatlas/standardise.py
+++ b/amocatlas/standardise.py
@@ -1339,9 +1339,12 @@ def standardise_data(ds: xr.Dataset, file_name: str) -> xr.Dataset:
             "standard_name", ""
         ):
             log_debug(f"Converting heat transport variable '{var_name}' from W to PW")
+            # Preserve all attributes before conversion
+            original_attrs = ds[var_name].attrs.copy()
             # Convert data from watts to petawatts (divide by 10^15)
             ds[var_name] = ds[var_name] / 1e15
-            # Update units attribute
+            # Restore all attributes and update units
+            ds[var_name].attrs = original_attrs
             ds[var_name].attrs["units"] = "PW"
 
     # If any attributes are blank or value 'n/a', remove them
@@ -1447,6 +1450,16 @@ def standardise_data(ds: xr.Dataset, file_name: str) -> xr.Dataset:
         cleaned.pop(key, None)
         log_debug(f"Removed processing directive: '{key}'")
 
+    # 4.4) Process remove_unwanted_attributes directive
+    remove_unwanted = all_yaml_metadata.get("remove_unwanted_attributes", [])
+    if remove_unwanted:
+        for attr_name in remove_unwanted:
+            if attr_name in cleaned:
+                cleaned.pop(attr_name)
+                log_debug(f"Removed unwanted attribute: '{attr_name}'")
+        # Also remove the remove_unwanted_attributes directive itself
+        cleaned.pop("remove_unwanted_attributes", None)
+
     # 5) Standardize date formats and add processing metadata
 
     def standardize_date_format(date_string: str) -> str:
diff --git a/docs/source/_static/reports/mocha_2d_gridded.png b/docs/source/_static/reports/mocha_2d_gridded.png
index ade1f8f..5071171 100644
Binary files a/docs/source/_static/reports/mocha_2d_gridded.png and b/docs/source/_static/reports/mocha_2d_gridded.png differ
diff --git a/docs/source/reports/arcticgateway_report.rst b/docs/source/reports/arcticgateway_report.rst
index a079ff9..055261b 100644
--- a/docs/source/reports/arcticgateway_report.rst
+++ b/docs/source/reports/arcticgateway_report.rst
@@ -141,12 +141,11 @@ The following metadata provides comprehensive information about this dataset:
 - **Data Product\***: Pan-Arctic Gateway transports since 2004 - Barents Sea Opening
 - **Time Coverage Start**: 2004-10-15
 - **Time Coverage End**: 2022-05-15
-- **Creator Institution**: Norwegian Polar Institute (NPI)
-- **Contributor Name**: Hege-Beate Fredriksen, Laura de Steur
-- **Contributor Role**: originator, principalInvestigator
+- **Contributor Name**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Hege-Beate Fredriksen, Laura de Steur
+- **Contributor Role**: originator, publisher, originator, principalInvestigator
 - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/
-- **Contributor Email**: , 
-- **Contributor Id**: https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
+- **Contributor Email**: post@npolar.no, post@npolar.no, , 
+- **Contributor Id**: www.npolar.no, www.npolar.no, https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
 - **Contributing Institutions**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Alfred Wegener Institute (AWI), Institute for Marine Research (Bergen), Applied Physics Laboratory (University of Washington)
 - **Contributing Institutions Vocabulary**: https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1368, https://edmo.seadatanet.org/report/1351, https://edmo.seadatanet.org/report/1554
 - **Contributing Institutions Role**: publisher, , , , 
@@ -174,8 +173,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Project Website**: https://epoc-eu.org
 - **Data Set Language**: eng
 - **Data Assembly Center**: NO/NPI
-- **Creator Type**:  
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -275,21 +272,21 @@ along with key statistics for each variable.
      - Max Value
      - Missing %
    * - **CT**
-     - No description available
+     - **Cons. Temperature**: Conservative Temperature (TEOS-10)
      - degree_C
      - (212, 16, 33)
      - -1.83
      - 5.44
      - 6.2%
    * - **SA**
-     - No description available
+     - **Abs. Salinity**: Absolute Salinity (TEOS-10)
      - g kg-1
      - (212, 16, 33)
      - 31.17
      - 33.56
      - 6.2%
    * - *v* → **VCUR**
-     - velocity normal to gateway
+     - **V Velocity**: Northward Velocity component
      - m s-1
      - (212, 16, 33)
      - -0.08
@@ -315,12 +312,11 @@ The following metadata provides comprehensive information about this dataset:
 - **Data Product\***: Pan-Arctic Gateway transports since 2004 - Bering Strait
 - **Time Coverage Start**: 2004-10-15
 - **Time Coverage End**: 2022-05-15
-- **Creator Institution**: Norwegian Polar Institute (NPI)
-- **Contributor Name**: Hege-Beate Fredriksen, Laura de Steur
-- **Contributor Role**: originator, principalInvestigator
+- **Contributor Name**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Hege-Beate Fredriksen, Laura de Steur
+- **Contributor Role**: originator, publisher, originator, principalInvestigator
 - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/
-- **Contributor Email**: , 
-- **Contributor Id**: https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
+- **Contributor Email**: post@npolar.no, post@npolar.no, , 
+- **Contributor Id**: www.npolar.no, www.npolar.no, https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
 - **Contributing Institutions**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Alfred Wegener Institute (AWI), Institute for Marine Research (Bergen), Applied Physics Laboratory (University of Washington)
 - **Contributing Institutions Vocabulary**: https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1368, https://edmo.seadatanet.org/report/1351, https://edmo.seadatanet.org/report/1554
 - **Contributing Institutions Role**: publisher, , , , 
@@ -348,8 +344,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Project Website**: https://epoc-eu.org
 - **Data Set Language**: eng
 - **Data Assembly Center**: NO/NPI
-- **Creator Type**:  
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -489,12 +483,11 @@ The following metadata provides comprehensive information about this dataset:
 - **Data Product\***: Pan-Arctic Gateway transports since 2004 - Davis Strait
 - **Time Coverage Start**: 2004-10-15
 - **Time Coverage End**: 2022-05-15
-- **Creator Institution**: Norwegian Polar Institute (NPI)
-- **Contributor Name**: Hege-Beate Fredriksen, Laura de Steur
-- **Contributor Role**: originator, principalInvestigator
+- **Contributor Name**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Hege-Beate Fredriksen, Laura de Steur
+- **Contributor Role**: originator, publisher, originator, principalInvestigator
 - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/
-- **Contributor Email**: , 
-- **Contributor Id**: https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
+- **Contributor Email**: post@npolar.no, post@npolar.no, , 
+- **Contributor Id**: www.npolar.no, www.npolar.no, https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
 - **Contributing Institutions**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Alfred Wegener Institute (AWI), Institute for Marine Research (Bergen), Applied Physics Laboratory (University of Washington)
 - **Contributing Institutions Vocabulary**: https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1368, https://edmo.seadatanet.org/report/1351, https://edmo.seadatanet.org/report/1554
 - **Contributing Institutions Role**: publisher, , , , 
@@ -522,8 +515,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Project Website**: https://epoc-eu.org
 - **Data Set Language**: eng
 - **Data Assembly Center**: NO/NPI
-- **Creator Type**:  
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -663,12 +654,11 @@ The following metadata provides comprehensive information about this dataset:
 - **Data Product\***: Pan-Arctic Gateway transports since 2004 - Fram Strait
 - **Time Coverage Start**: 2004-10-15
 - **Time Coverage End**: 2022-05-15
-- **Creator Institution**: Norwegian Polar Institute (NPI)
-- **Contributor Name**: Hege-Beate Fredriksen, Laura de Steur
-- **Contributor Role**: originator, principalInvestigator
+- **Contributor Name**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Hege-Beate Fredriksen, Laura de Steur
+- **Contributor Role**: originator, publisher, originator, principalInvestigator
 - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/
-- **Contributor Email**: , 
-- **Contributor Id**: https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
+- **Contributor Email**: post@npolar.no, post@npolar.no, , 
+- **Contributor Id**: www.npolar.no, www.npolar.no, https://orcid.org/0000-0002-3598-4076, https://orcid.org/0000-0002-6043-7920
 - **Contributing Institutions**: Norwegian Polar Institute (NPI), Norwegian Polar Institute (NPI), Alfred Wegener Institute (AWI), Institute for Marine Research (Bergen), Applied Physics Laboratory (University of Washington)
 - **Contributing Institutions Vocabulary**: https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1760, https://edmo.seadatanet.org/report/1368, https://edmo.seadatanet.org/report/1351, https://edmo.seadatanet.org/report/1554
 - **Contributing Institutions Role**: publisher, , , , 
@@ -696,5 +686,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Project Website**: https://epoc-eu.org
 - **Data Set Language**: eng
 - **Data Assembly Center**: NO/NPI
-- **Creator Type**:  
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/calafat2025_report.rst b/docs/source/reports/calafat2025_report.rst
index e28285e..b41bf64 100644
--- a/docs/source/reports/calafat2025_report.rst
+++ b/docs/source/reports/calafat2025_report.rst
@@ -155,4 +155,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Contact**: francisco.mcalafat@uib.eu
 - **Comment On Temporal Resolution**: Estimates of heat transport are quarterly values (i.e., 3-month means: Jan-Feb-Mar, Apr-May-Jun, ...)
 - **Convections**: CF-1.8, ACDD-1.3
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/dso_report.rst b/docs/source/reports/dso_report.rst
index 949d380..e1d3394 100644
--- a/docs/source/reports/dso_report.rst
+++ b/docs/source/reports/dso_report.rst
@@ -167,7 +167,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Source Url\***: https://www.cen.uni-hamburg.de/en/icdc/data/ocean/denmark-strait-overflow.html
 - **Date Created**: 2021-12-06T19:37:07Z
 - **Date Modified**: 2026-02-01T00:00:00Z
-- **History**: 2021-12-06T19:37:07ZOceanSITES file with provisional transport data sent to DAC by Ursula Schauer; 2026-02-12T05:58:20Z AMOCatlas: Corrupted DEPTH value in DSO_transport_hourly_1996_2021.nc marked as NaN (was 9.97e+36)
+- **History**: 2021-12-06T19:37:07ZOceanSITES file with provisional transport data sent to DAC by Ursula Schauer; 2026-02-12T12:13:54Z AMOCatlas: Corrupted DEPTH value in DSO_transport_hourly_1996_2021.nc marked as NaN (was 9.97e+36)
 - **Processing Software**: http://github.com/AMOCcommunity/amocatlas
 - **Processing Version**: v0.3.0
 - **Processing Datasource\***: dso
@@ -178,7 +178,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Keywords**: OCEANOGRAPHY: PHYSICAL >Currents, OCEANOGRAPHY: GENERAL >North Atlantic oceanography, OCEANOGRAPHY: GENERAL >Time series experiments
 - **Keywords Vocabulary**: AGU Index Terms
 - **Update Interval**: void
-- **Comment**: The array instrument data that the transports are based on are available from Institute of Oceanography (Hamburg) and the Marine Research Institute (Reykjavik, Iceland) (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
+- **Comment**: The array instrument data that the transports are based on are available from Institute of Oceanography (Hamburg) and the Marine Research Institute (Reykjavik, Iceland)
 - **Data Mode**: D
 - **Wmo Platfrom Code**: void
 - **Area**: North Atlantic Ocean
diff --git a/docs/source/reports/fbc_report.rst b/docs/source/reports/fbc_report.rst
index 06b7a44..9080005 100644
--- a/docs/source/reports/fbc_report.rst
+++ b/docs/source/reports/fbc_report.rst
@@ -126,4 +126,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 3 items]
 - **Applied Variable Mapping**: {'Flux': 'TRANS_FBC'}
 - **Variables To Remove\***: Day, Month
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/fw2015_report.rst b/docs/source/reports/fw2015_report.rst
index 692cd14..a77a5bf 100644
--- a/docs/source/reports/fw2015_report.rst
+++ b/docs/source/reports/fw2015_report.rst
@@ -198,4 +198,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Url**: http://eleanorfrajka.com/moc-from-space/
 - **Paper**: http://dx.doi.org/10.1002/2015GL063220
 - **Version**: v1.0
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/mocha_report.rst b/docs/source/reports/mocha_report.rst
index 17c0eda..4e2ad17 100644
--- a/docs/source/reports/mocha_report.rst
+++ b/docs/source/reports/mocha_report.rst
@@ -95,75 +95,82 @@ along with key statistics for each variable.
      - Max Value
      - Missing %
    * - *Q_sum* → **MHT**
-     - No description available
+     - **MHT**: Net meridional heat transport 
      - PW
      - (12202,)
      - -0.64
      - 2.52
      - 0.0%
    * - *Q_ek* → **MHT_EKMAN**
-     - No description available
+     - **MHT_EKMAN**: Ekman heat transports 
      - PW
      - (12202,)
      - -1.16
      - 1.74
      - 0.0%
    * - *Q_fc* → **MHT_FC**
-     - No description available
+     - **MHT_FC**: Florida Straits heat transports 
      - PW
      - (12202,)
      - 1.50
      - 3.29
      - 0.0%
    * - *Q_gyre* → **MHT_GYRE**
-     - No description available
+     - **MHT_GYRE**: Basinwide gyre heat transports, as classically defined (e.g. see Johns et al., 2011) 
      - PW
      - (12202,)
      - -0.03
      - 0.23
      - 0.0%
    * - *Q_int* → **MHT_INT**
-     - No description available
+     - **MHT_INT**: Heat transport for the rest of the interior to Africa (but only represents the contribution by the zonal mean v and T) 
      - PW
      - (12202,)
      - -2.97
      - -0.81
      - 0.0%
    * - *Q_mo* → **MHT_MO**
-     - No description available
+     - **MHT_MO**: The sum of all the three interior components between the Bahamas and Africa (Q_int + Q_wedge + Q_eddy) 
      - PW
      - (12202,)
      - -2.52
      - -0.92
      - 0.0%
    * - *Q_ot* → **MHT_OT**
-     - No description available
+     - **MHT_OT**: Basinwide overturning heat transports, as classically defined (e.g. see Johns et al., 2011) 
      - PW
      - (12202,)
      - -0.63
      - 2.47
      - 0.0%
    * - *Q_wedge* → **MHT_WEDGE**
-     - No description available
+     - **MHT_WEDGE**: Heat transport for the "western boundary wedge" off Abaco 
      - PW
      - (12202,)
      - -0.41
      - 0.72
      - 0.0%
    * - *maxmoc* → **MOC**
-     - **MOC**: time-varying maximum value of MOC streamfunction 
+     - **MOC_Z**: time-varying maximum value of MOC streamfunction 
      - Sverdrup
      - (12202,)
      - -5.07
      - 32.90
      - 0.0%
    * - **Q_eddy**
-     - No description available
+     - **MHT_EDDY**: interior gyre component due to spatially correlated v'T' variability across the interior, derived from an objective analysis of interior ARGO T/S data merged with the mooring T/S data from moorings, and smoothly merged into the EN4 climatology along 26.5°N below 2000m 
      - PW
      - (12202,)
      - -0.03
      - 0.13
      - 0.0%
+   * - *moc* → **STREAMFUNCTION_Z**
+     - **Streamfunction**: Streamfunction across the Atlantic at 26.5°N
+     - Sverdrup
+     - (12202, 307)
+     - -18.92
+     - 37.79
+     - 0.0%
    * - *T_basin* → **TEMP_BASIN**
      - **Temperature**: time-varying basinwide mean potential temperature profile 
      - degree_C
@@ -227,13 +234,6 @@ along with key statistics for each variable.
      - 19.17
      - 39.53
      - 0.0%
-   * - **moc**
-     - **MOC_Z**: time-varying MOC streamfunction vs. depth 
-     - Sverdrup
-     - (12202, 307)
-     - -18.92
-     - 37.79
-     - 0.0%
 
 
 Metadata (edits applied noted)
@@ -272,12 +272,11 @@ The following metadata provides comprehensive information about this dataset:
 - **Processing Software**: http://github.com/AMOCcommunity/amocatlas
 - **Processing Version**: v0.3.0
 - **Processing Datasource\***: mocha26n
-- **Variable Mapping\***: [Complex metadata structure - 20 items]
+- **Variable Mapping\***: [Complex metadata structure - 21 items]
 - **Original Variable Metadata\***: [Complex metadata structure - 27 items]
-- **Applied Variable Mapping**: [Complex metadata structure - 22 items]
+- **Applied Variable Mapping**: [Complex metadata structure - 24 items]
 - **Convert To Coord\***: z
 - **Variables To Remove\***: day, hour, julian_day, month, year
 - **Principal Investigator Url**: http://www.rsmas.miami.edu/people/faculty-index/?p=william-johns
 - **Methodology Reference**: W.E. Johns, S. Elipot, D.A. Smeed, B. Moat, B. King, D.L. Volkov, R.H. Smith, “Towards Two Decades of Atlantic Ocean Mass and Heat Transports at 26.5ºN”, accepted for publication in Royal Society Philosophical Transactions A, 2023.
 - **Methodology Doi**: doi: 10.1098/rsta.2022.0188
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/move_report.rst b/docs/source/reports/move_report.rst
index 6ddb10a..bc50018 100644
--- a/docs/source/reports/move_report.rst
+++ b/docs/source/reports/move_report.rst
@@ -210,7 +210,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Variable Mapping\***: [Complex metadata structure - 7 items]
 - **Original Variable Metadata\***: [Complex metadata structure - 7 items]
 - **Applied Variable Mapping**: [Complex metadata structure - 7 items]
-- **Comment**: The primary scientific data here have variable names in CAPITAL LETTERS; ancillary data are given in lower-case. (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
+- **Comment**: The primary scientific data here have variable names in CAPITAL LETTERS; ancillary data are given in lower-case.
 
 ----
 
@@ -416,7 +416,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 5 items]
 - **Applied Variable Mapping**: {'VELOCITY_U': 'UCUR', 'VELOCITY_V': 'VCUR', 'instrument_depth_time_varying': 'DEPTH', 'latitude_time_varying': 'LATITUDE_VARYING', 'longitude_time_varying': 'LONGITUDE_VARYING'}
 - **Update Interval**: void
-- **Comment**: The primary scientific data here have variable names in CAPITAL LETTERS; ancillary data are given in lower-case. (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
+- **Comment**: The primary scientific data here have variable names in CAPITAL LETTERS; ancillary data are given in lower-case.
 - **Qc Indicator**: excellent
 - **Area**: Tropical Atlantic Ocean
 - **Geospatial Vertical Positive**: down
@@ -626,7 +626,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 5 items]
 - **Applied Variable Mapping**: {'TEMPERATURE': 'TEMP', 'SALINITY': 'PSAL', 'instrument_depth_time_varying': 'DEPTH', 'latitude_time_varying': 'LATITUDE_VARYING', 'longitude_time_varying': 'LONGITUDE_VARYING'}
 - **Update Interval**: void
-- **Comment**: The primary scientific data here have variable names in CAPITAL LETTERS; ancillary data are given in lower-case. (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
+- **Comment**: The primary scientific data here have variable names in CAPITAL LETTERS; ancillary data are given in lower-case.
 - **Qc Indicator**: excellent
 - **Area**: Tropical Atlantic Ocean
 - **Geospatial Vertical Positive**: down
diff --git a/docs/source/reports/noac47n_report.rst b/docs/source/reports/noac47n_report.rst
index 05f1f7a..07662af 100644
--- a/docs/source/reports/noac47n_report.rst
+++ b/docs/source/reports/noac47n_report.rst
@@ -115,7 +115,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Contributor Role Vocabulary\***: https://vocab.nerc.ac.uk/collection/G04/current/
 - **Contributor Email**: , 
 - **Contributor Id\***: https://orcid.org/0000-0003-3876-2206, https://orcid.org/0000-0003-1496-2828
-- **Contributing Institutions**: 
+- **Contributing Institutions\***: University of Bremen (Germany)
 - **Contributing Institutions Vocabulary**: 
 - **Contributing Institutions Role**: 
 - **Conventions**: CF-1.8, ACDD-1.3, OceanSITES-1.5
@@ -131,4 +131,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Variable Mapping\***: {'Trans vol [Sv]': 'MOC_SIGMA0', 'Trans vol [Sv].1': 'MOC_SIGMA0_LPF'}
 - **Original Variable Metadata\***: [Complex metadata structure - 2 items]
 - **Applied Variable Mapping**: {'Trans vol [Sv]': 'MOC_SIGMA0', 'Trans vol [Sv].1': 'MOC_SIGMA0_LPF'}
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/osnap_report.rst b/docs/source/reports/osnap_report.rst
index e4e3049..ff9361e 100644
--- a/docs/source/reports/osnap_report.rst
+++ b/docs/source/reports/osnap_report.rst
@@ -16,7 +16,7 @@ Dataset Overview
 - **DOI**: https://doi.org/10.35090/gatech/70342
 - **Source File**: OSNAP_MOC_MHT_MFT_TimeSeries_201408_202207_2025.nc
 - **Data Product**: Time series of MOC, MHT, and MFT (2014-2022)
-- **License**: 
+- **License**: CC-BY-4.0
 - **Date Created**: 2025-05-21T15:09:24Z
 - **Time Coverage**: 2014-08-01 to 2022-07-01
 - **Record Length**: 96 observations (7.9 years)
@@ -102,42 +102,42 @@ along with key statistics for each variable.
      - -0.23
      - 0.0%
    * - **MFT_EAST**
-     - **Freshwater trans. east**: Meridional freshwater transport across OSNAP East
+     - **MFTeast**: Meridional freshwater transport across OSNAP East
      - Sverdrup
      - (96,)
      - -0.28
      - -0.09
      - 0.0%
    * - **MFT_EAST_ERR**
-     - **Freshwater trans. east error**: Uncertainty in MFT_EAST
+     - **MFTeast error**: Uncertainty in MFT_EAST
      - Sverdrup
      - (96,)
      - 0.03
      - 0.07
      - 0.0%
    * - *MFT_ALL_ERR* → **MFT_ERR**
-     - uncertainty for MFT_ALL
+     - **MFT error**: Uncertainty in MFT
      - Sverdrup
      - (96,)
      - 0.04
      - 0.08
      - 0.0%
    * - **MFT_WEST**
-     - **Freshwater trans. west**: Meridional freshwater transport across OSNAP West
+     - **MFTwest**: Meridional freshwater transport across OSNAP West
      - Sverdrup
      - (96,)
      - -0.24
      - -0.08
      - 0.0%
    * - **MFT_WEST_ERR**
-     - **Freshwater trans. west error**: Uncertainty in MFT_WEST
+     - **MFTwest error**: Uncertainty in MFT_WEST
      - Sverdrup
      - (96,)
      - 0.01
      - 0.04
      - 0.0%
    * - *MHT_ALL* → **MHT**
-     - Meridional heat transport across the full OSNAP array
+     - **MHT**: Meridional heat transport across full OSNAP array
      - PW
      - (96,)
      - 0.35
@@ -158,7 +158,7 @@ along with key statistics for each variable.
      - 0.15
      - 0.0%
    * - *MHT_ALL_ERR* → **MHT_ERR**
-     - uncertainty for MHT_ALL
+     - **MHT uncertainty**: Uncertainty in MHT
      - PW
      - (96,)
      - 0.07
@@ -186,7 +186,7 @@ along with key statistics for each variable.
      - 23.66
      - 0.0%
    * - *MOC_EAST_ERR* → **MOC_EAST_SIGMA0_ERR**
-     - uncertainty for MOC_EAST
+     - **Eastern MOC_sigma0 uncertainty**: Uncertainty in MOC_SIGMA0_EAST
      - Sverdrup
      - (96,)
      - 2.33
@@ -232,7 +232,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Description\***: OSNAP transport and hydrographic estimates dataset, 2014-2020
 - **Program\***: OSNAP
 - **Project**: Overturning in the Subpolar North Atlantic Program (OSNAP)
-- **License\***: None
+- **License\***: CC-BY-4.0
 - **Acknowledgment**: OSNAP data were collected and made freely available by the OSNAP (Overturning in the Subpolar North Atlantic Program) project and all the national programs that contribute to it (www.o-snap.org).
 - **Doi\***: https://doi.org/10.35090/gatech/70342
 - **References**: Lozier et al. (2019), Science, doi:10.1126/science.aau6592; Li et al. (2017), JTECH, doi:10.1175/JTECH-D-16-0247.1; Li et al. (2021), Nature Communications, doi:10.1038/s41467-021-23350-2; Fu et al. (2023), Communications Earth & Environment, doi:10.1038/s43247-023-00848-9
@@ -265,7 +265,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 19 items]
 - **Applied Variable Mapping**: [Complex metadata structure - 10 items]
 - **Data Assembly Center**: Georgia Institute of Technology
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -280,7 +279,7 @@ Dataset Overview
 - **DOI**: https://doi.org/10.35090/gatech/70342
 - **Source File**: OSNAP_Streamfunction_201408_202207_2025.nc
 - **Data Product**: Meridional overturning streamfunction (2014-2022)
-- **License**: 
+- **License**: CC-BY-4.0
 - **Date Created**: 2025-05-21T15:16:52Z
 - **Time Coverage**: 2014-08-01 to 2022-07-01
 - **Record Length**: 96 observations (7.9 years)
@@ -398,7 +397,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Description\***: OSNAP transport and hydrographic estimates dataset, 2014-2020
 - **Program\***: OSNAP
 - **Project**: Overturning in the Subpolar North Atlantic Program (OSNAP)
-- **License\***: None
+- **License\***: CC-BY-4.0
 - **Acknowledgment**: OSNAP data were collected and made freely available by the OSNAP (Overturning in the Subpolar North Atlantic Program) project and all the national programs that contribute to it (www.o-snap.org).
 - **Doi\***: https://doi.org/10.35090/gatech/70342
 - **References**: Lozier et al. (2019), Science, doi:10.1126/science.aau6592; Li et al. (2017), JTECH, doi:10.1175/JTECH-D-16-0247.1; Li et al. (2021), Nature Communications, doi:10.1038/s41467-021-23350-2; Fu et al. (2023), Communications Earth & Environment, doi:10.1038/s43247-023-00848-9
@@ -431,7 +430,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 5 items]
 - **Applied Variable Mapping**: {'LEVEL': 'SIGMA0', 'T_ALL': 'STREAMFUNCTION_SIGMA0', 'T_WEST': 'STREAMFUNCTION_SIGMA0_WEST', 'T_EAST': 'STREAMFUNCTION_SIGMA0_EAST'}
 - **Data Assembly Center**: Georgia Institute of Technology
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -446,7 +444,7 @@ Dataset Overview
 - **DOI**: https://doi.org/10.35090/gatech/70342
 - **Source File**: OSNAP_Gridded_TSV_201408_202207_2025.nc
 - **Data Product**: Gridded velocity, temperature, and salinity (2014-2022)
-- **License**: 
+- **License**: CC-BY-4.0
 - **Date Created**: 2025-05-21T15:11:05Z
 - **Time Coverage**: 2014-08-01 to 2022-07-01
 - **Record Length**: 96 observations (7.9 years)
@@ -568,7 +566,7 @@ The following metadata provides comprehensive information about this dataset:
 - **Description\***: OSNAP transport and hydrographic estimates dataset, 2014-2020
 - **Program\***: OSNAP
 - **Project**: Overturning in the Subpolar North Atlantic Program (OSNAP)
-- **License\***: None
+- **License\***: CC-BY-4.0
 - **Acknowledgment**: OSNAP data were collected and made freely available by the OSNAP (Overturning in the Subpolar North Atlantic Program) project and all the national programs that contribute to it (www.o-snap.org).
 - **Doi\***: https://doi.org/10.35090/gatech/70342
 - **References**: Lozier et al. (2019), Science, doi:10.1126/science.aau6592; Li et al. (2017), JTECH, doi:10.1175/JTECH-D-16-0247.1; Li et al. (2021), Nature Communications, doi:10.1038/s41467-021-23350-2; Fu et al. (2023), Communications Earth & Environment, doi:10.1038/s43247-023-00848-9
@@ -603,4 +601,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Url\***: https://repository.gatech.edu/bitstreams/af6a47f7-f705-49b4-a64f-5cd086b9b9fb/download
 - **Size\***: 55.98 MB
 - **Data Assembly Center**: Georgia Institute of Technology
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/rapid_report.rst b/docs/source/reports/rapid_report.rst
index bae0d23..a78f455 100644
--- a/docs/source/reports/rapid_report.rst
+++ b/docs/source/reports/rapid_report.rst
@@ -201,7 +201,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 9 items]
 - **Applied Variable Mapping**: [Complex metadata structure - 11 items]
 - **Version**: v2024.1
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -352,7 +351,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 1 items]
 - **Applied Variable Mapping**: {'time': 'TIME', 'depth': 'DEPTH', 'stream_function_mar': 'STREAMFUNCTION_Z', 'TIME': 'TIME', 'DEPTH': 'DEPTH'}
 - **Version**: v2024.1a
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -623,7 +621,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Applied Variable Mapping**: [Complex metadata structure - 22 items]
 - **Version**: v2024.1a
 - **Convert To Coord\***: pressure
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -821,7 +818,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Dataset Creation Date**: 26-Jan-2026 14:06:26
 - **File Creation Date**: 2026-01-26
 - **Note On Velocity**: Velocity is separated into 3 components: V_insitu = Velocity derived from in-situ measurements and geostrophic balance, V_ekman = Ekman velocity derived from ERA5 reanalysis. The total transport from V_insitu and V_ekman is required to have zero net meridional transport. V_net is a spatially uniform velocity representing the net meridional transport derived from salt and mass conservation (McDonagh et al 2015) and is excluded from the calculation of the streamfunction. Note that the sizes of grid cells are not all equal, and velocity should be multiplied by area to obtain the transport in each cell. Longitude is the centre of the cells, except for values 2 and 3 which are the locations of moorings WB1 and WB2 and correspond with the eastern edge of the cells
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -1039,4 +1035,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Dataset Version**: v2024-1a
 - **Dataset Creation Date**: 26-Jan-2026 14:06:26
 - **File Creation Date**: 2026-01-26
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/samba_report.rst b/docs/source/reports/samba_report.rst
index 49f0e28..40e1873 100644
--- a/docs/source/reports/samba_report.rst
+++ b/docs/source/reports/samba_report.rst
@@ -137,7 +137,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Applied Variable Mapping**: [Complex metadata structure - 2 items]
 - **Original Variable Mapping**: [Complex metadata structure - 2 items]
 - **Sanitization Mapping**: [Complex metadata structure - 7 items]
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -321,4 +320,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Applied Variable Mapping**: [Complex metadata structure - 8 items]
 - **Original Variable Mapping**: [Complex metadata structure - 8 items]
 - **Sanitization Mapping**: [Complex metadata structure - 12 items]
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/wh41n_report.rst b/docs/source/reports/wh41n_report.rst
index 417e1b3..57fc606 100644
--- a/docs/source/reports/wh41n_report.rst
+++ b/docs/source/reports/wh41n_report.rst
@@ -132,8 +132,8 @@ The following metadata provides comprehensive information about this dataset:
 - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/
 - **Contributor Email**: , 
 - **Contributor Id**: https://orcid.org/0000-0002-2061-0899, https://orcid.org/0000-0002-4515-8771
-- **Contributing Institutions\***: NASA JPL
-- **Contributing Institutions Vocabulary**: 
+- **Contributing Institutions\***: National Aeronautics and Space Administration - Jet Propulsion Laboratory (NASA JPL)
+- **Contributing Institutions Vocabulary**: https://edmo.seadatanet.org/report/1224
 - **Contributing Institutions Role**: 
 - **Conventions\***: CF-1.8, ACDD-1.3, OceanSITES-1.5
 - **featureType\***: timeSeries
@@ -149,7 +149,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Original Variable Metadata\***: [Complex metadata structure - 4 items]
 - **Applied Variable Mapping**: {'Ekman (Sv)': 'TRANS_EKMAN', 'Geos (Sv)': 'TRANS_GEO', 'MOC (Sv)': 'MOC', 'MOC (PW)': 'MHT'}
 - **Version\***: v5
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -296,8 +295,8 @@ The following metadata provides comprehensive information about this dataset:
 - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/
 - **Contributor Email**: , 
 - **Contributor Id**: https://orcid.org/0000-0002-2061-0899, https://orcid.org/0000-0002-4515-8771
-- **Contributing Institutions\***: NASA JPL
-- **Contributing Institutions Vocabulary**: 
+- **Contributing Institutions\***: National Aeronautics and Space Administration - Jet Propulsion Laboratory (NASA JPL)
+- **Contributing Institutions Vocabulary**: https://edmo.seadatanet.org/report/1224
 - **Contributing Institutions Role**: 
 - **Conventions\***: CF-1.8, ACDD-1.3, OceanSITES-1.5
 - **Source File\***: trans_ARGO_ERA5.nc
@@ -313,7 +312,6 @@ The following metadata provides comprehensive information about this dataset:
 - **Applied Variable Mapping**: {'Vek': 'VEL_EKMAN', 'trans': 'TRANS_GEO', 'moc': 'MOC', 'depth': 'DEPTH', 'lat': 'LATITUDE', 'lon': 'LONGITUDE', 'MOC': 'MOC', 'DEPTH': 'DEPTH'}
 - **Reference Temp**: kelvin
 - **Wind Stress**: ERA5
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
 
 ----
 
@@ -467,8 +465,8 @@ The following metadata provides comprehensive information about this dataset:
 - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/
 - **Contributor Email**: , 
 - **Contributor Id**: https://orcid.org/0000-0002-2061-0899, https://orcid.org/0000-0002-4515-8771
-- **Contributing Institutions\***: NASA JPL
-- **Contributing Institutions Vocabulary**: 
+- **Contributing Institutions\***: National Aeronautics and Space Administration - Jet Propulsion Laboratory (NASA JPL)
+- **Contributing Institutions Vocabulary**: https://edmo.seadatanet.org/report/1224
 - **Contributing Institutions Role**: 
 - **Conventions\***: CF-1.8, ACDD-1.3, OceanSITES-1.5
 - **Source File\***: Q_ARGO_obs_dens_2000depth_ERA5.nc
@@ -484,4 +482,3 @@ The following metadata provides comprehensive information about this dataset:
 - **Applied Variable Mapping**: {'Qnet': 'MHT_NET', 'Qek': 'MHT_EKMAN', 'Q': 'MHT', 'depth': 'DEPTH', 'lat': 'LATITUDE', 'lon': 'LONGITUDE', 'DEPTH': 'DEPTH', 'TIME': 'TIME'}
 - **Reference Temp**: kelvin
 - **Wind Stress**: ERA5
-- **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
diff --git a/docs/source/reports/zheng2024_report.rst b/docs/source/reports/zheng2024_report.rst
index 9f26f27..6b782eb 100644
--- a/docs/source/reports/zheng2024_report.rst
+++ b/docs/source/reports/zheng2024_report.rst
@@ -133,4 +133,4 @@ The following metadata provides comprehensive information about this dataset:
 - **Variable Mapping\***: {'time': 'TIME', 'lat': 'LATITUDE', 'mft': 'MFT'}
 - **Original Variable Metadata\***: [Complex metadata structure - 3 items]
 - **Applied Variable Mapping**: {'time': 'TIME', 'lat': 'LATITUDE', 'mft': 'MFT', 'TIME': 'TIME', 'MFT': 'MFT'}
-- **Comment\***: Salinity observations used in this study are from the Institute of Atmospheric Physics (IAP). Argo floats, CTD salinity sensors, bottles, mooring, sourced from the World Ocean Database (WOD). Precipitation and evaporation observations are derived from the Global Precipitation Climatology Project (GPCP). (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn)
+- **Comment\***: Salinity observations used in this study are from the Institute of Atmospheric Physics (IAP). Argo floats, CTD salinity sensors, bottles, mooring, sourced from the World Ocean Database (WOD). Precipitation and evaporation observations are derived from the Global Precipitation Climatology Project (GPCP).