diff --git a/.gitignore b/.gitignore index 9f7d7b3..607c613 100644 --- a/.gitignore +++ b/.gitignore @@ -6,8 +6,8 @@ data/3369779 data/3369779.mat data/mocha_mht_data_ERA5_v2020.nc -data/Q_ARGO_obs_dens_2000depth_ERA5*.nc -data/trans_ARGO_ERA5*.nc +data/Q_ARGO_obs_dens_2000depth_ERA5.nc +data/trans_ARGO_ERA5.nc data/2d_gridded.nc data/Johns_2023_mht_data_2020_ERA5.zip diff --git a/amocatlas/data_sources/wh41n.py b/amocatlas/data_sources/wh41n.py index 2adb219..37f2133 100644 --- a/amocatlas/data_sources/wh41n.py +++ b/amocatlas/data_sources/wh41n.py @@ -11,8 +11,6 @@ import xarray as xr import datetime -import pandas -from pandas.errors import EmptyDataError, ParserError # Import the modules used from amocatlas import logger, utilities @@ -32,11 +30,11 @@ "Q_ARGO_obs_dens_2000depth_ERA5.nc", ] A41N_TRANSPORT_FILES = ["hobbs_willis_amoc41N_tseries.txt"] -A41N_DEFAULT_SOURCE = "https://zenodo.org/records/18238115/files/" +A41N_DEFAULT_SOURCE = "https://zenodo.org/records/14681441/files/" A41N_METADATA = { "project": "Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations", - "weblink": "https://zenodo.org/records/18238115", + "weblink": "https://zenodo.org/records/14681441", "comment": "Dataset accessed and processed via http://github.com/AMOCcommunity/amocatlas", "acknowledgement": "This study has been conducted using E.U. Copernicus Marine Service Information; https://doi.org/10.48670/moi-00149 and https://doi.org/10.48670/moi-00148. These data were collected and made freely available by the International Argo Program and the national programs that contribute to it. (https://argo.ucsd.edu, https://www.ocean-ops.org). The Argo Program is part of the Global Ocean Observing System.", "doi": "10.5281/zenodo.8170365", @@ -158,6 +156,8 @@ def read_41n( f"Converting YYYYMM time format to datetime for {file}" ) + import pandas as pd + # Convert YYYYMM to datetime yyyymm_values = time_data.values datetime_values = [] @@ -165,7 +165,7 @@ def read_41n( year = yyyymm // 100 month = yyyymm % 100 # Use 15th of month as representative date - dt = pandas.Timestamp(year=year, month=month, day=15) + dt = pd.Timestamp(year=year, month=month, day=15) datetime_values.append(dt) # Replace time coordinate with TIME and convert to standard format @@ -182,45 +182,20 @@ def read_41n( } ) else: - # file .txt - handle both old format (with % comments) and new CSV format + # file .txt try: column_names, _ = utilities.parse_ascii_header( file_path, comment_char="%" ) df = utilities.read_ascii_file(file_path, comment_char="%") - - if column_names: - # Old format with % comment headers - use parsed column names - df.columns = column_names - else: - # New CSV format (v5) - file starts directly with header line - # Re-read as proper CSV to get correct column parsing - df = pandas.read_csv(file_path) - # Ensure we have the expected 5 columns - expected_columns = [ - "Decimal year", - "Ekman (Sv)", - "Geos (Sv)", - "MOC (Sv)", - "MOC (PW)", - ] - if len(df.columns) == len(expected_columns): - df.columns = expected_columns - else: - log_error( - "Unexpected number of columns (%d) in CSV file %s", - len(df.columns), - file, - ) - # Use expected columns anyway as fallback - df.columns = expected_columns[: len(df.columns)] + df.columns = column_names except ( OSError, IOError, ValueError, KeyError, - EmptyDataError, - ParserError, + pd.errors.EmptyDataError, + pd.errors.ParserError, ) as e: log_error("Failed to parse ASCII file: %s: %s", file_path, e) raise FileNotFoundError( diff --git a/amocatlas/metadata/noac47n.yml b/amocatlas/metadata/noac47n.yml index 62ec051..b6266b4 100644 --- a/amocatlas/metadata/noac47n.yml +++ b/amocatlas/metadata/noac47n.yml @@ -5,7 +5,7 @@ metadata: comment: "Dataset accessed and processed via http://github.com/AMOCcommunity/amocatlas" references: > Wett, S., Rhein, M., Kieke, D., Mertens, C., & Moritz, M. (2023). Meridional connectivity of a 25-year observational AMOC record at 47°N. Geophysical Research Letters, 50, e2023GL103284. https://doi.org/10.1029/2023GL103284 - license: CC-BY-4.0 # Based on feedback from Christian Mertens on 2026-02-10 + license: citation: > 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" diff --git a/amocatlas/metadata/wh41n.yml b/amocatlas/metadata/wh41n.yml index ac553cb..0557bb2 100644 --- a/amocatlas/metadata/wh41n.yml +++ b/amocatlas/metadata/wh41n.yml @@ -6,52 +6,20 @@ metadata: comment: Dataset accessed and processed via http://github.com/AMOCcommunity/amocatlas citation: > Willis, J. K., and Hobbs, W. R., Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations. Dataset accessed at 10.5281/zenodo.8170366. - license: CC-BY-4.0 # Based on feedback from Josh Willis on 2026-02-10 + license: Conventions: CF-1.8, ACDD-1.3 + time_coverage_start: '2002-02-15' + time_coverage_end: '2024-12-16' platform_type: Argo floats contributing_institutions: NASA JPL source_url: https://doi.org/10.5281/zenodo.8170365 files: hobbs_willis_amoc41N_tseries.txt: - version: "v5" featureType: timeSeries contributor_name: "Will Hobbs, Josh Willis" contributor_role: "creator, PI" data_product: "Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations" - variable_mapping: - "Ekman (Sv)": TRANS_EKMAN - "Geos (Sv)": TRANS_GEO - "MOC (Sv)": MOC - "MHT (PW)": MHT - original_variable_metadata: - "Ekman (Sv)": - long_name: "Ekman" - description: "Ekman Volume Transport" - units: Sverdrup - standard_name: ocean_volume_transport_across_line - "Geos (Sv)": - long_name: "Geostrophic Transport" - description: "Northward Geostrophic Transport" - units: Sverdrup - standard_name: ocean_volume_transport_across_line - "MOC (Sv)": - long_name: "MOC_z" - description: "Meridional Overturning Volume Transport" - units: Sverdrup - standard_name: ocean_meridional_overturning_transport - "MHT (PW)": - long_name: "MHT" - description: "Meridional Overturning Heat Transport" - units: PW - standard_name: northward_ocean_heat_transport - - hobbs_willis_amoc41N_tseries_v2025_01.txt: - featureType: timeSeries - version: "v2025_01" - contributor_name: "Will Hobbs, Josh Willis" - contributor_role: "creator, PI" - data_product: "Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations" variable_mapping: "Ekman Volume Transport (Sverdrups)": TRANS_EKMAN "Northward Geostrophic Transport (Sverdrups)": TRANS_GEO diff --git a/amocatlas/plotters.py b/amocatlas/plotters.py index 8d1f7d2..7e5f02e 100644 --- a/amocatlas/plotters.py +++ b/amocatlas/plotters.py @@ -137,25 +137,19 @@ def format_units_for_plotting(units: str) -> str: unit_mappings = { "Sverdrup": "Sv", "sverdrup": "Sv", - "degree_north": "°N", "degrees_north": "°N", - "degree_south": "°S", "degrees_south": "°S", - "degree_east": "°E", "degrees_east": "°E", - "degree_west": "°W", "degrees_west": "°W", - "degree_C": "°C", - "degree_celsius": "°C", - "degree_Celsius": "°C", "degrees_Celsius": "°C", + "degrees_celsius": "°C", + "degree_Celsius": "°C", + "degree_celsius": "°C", "degrees C": "°C", "deg C": "°C", "meters": "m", "meter": "m", "seconds": "s", - "m s-1": "m/s", - "Sverdrup/m": "Sv/m", "second": "s", "PetaWatts": "PW", "petawatts": "PW", @@ -621,7 +615,7 @@ def plot_amoc_timeseries( units = da.attrs.get("units", "") if units: formatted_units = _format_units_for_plots(units) - ylabel = f"{label_text} ({formatted_units})" + ylabel = f"{label_text} [{formatted_units}]" else: ylabel = label_text @@ -1491,7 +1485,7 @@ def plot_amoc_2d_data( units = da.attrs.get("units", "") if units: formatted_units = _format_units_for_plots(units) - colorbar_label = f"{label_text} ({formatted_units})" + colorbar_label = f"{label_text} [{formatted_units}]" else: colorbar_label = label_text im.colorbar.set_label(colorbar_label, fontsize=12) @@ -1516,7 +1510,7 @@ def plot_amoc_2d_data( units = vertical_var.attrs.get("units", "") if units: formatted_units = _format_units_for_plots(units) - ylabel += f" ({formatted_units})" + ylabel += f" [{formatted_units}]" except KeyError: # Coordinate doesn't exist in dataset, use dimension name as fallback ylabel = format_variable_name_for_plotting(vertical_coord.title()) diff --git a/amocatlas/report.py b/amocatlas/report.py index 772acf1..f18941f 100644 --- a/amocatlas/report.py +++ b/amocatlas/report.py @@ -834,7 +834,7 @@ def generate_plot(dataset: xr.Dataset, dataset_name: str) -> Optional[str]: plots_dir.mkdir(parents=True, exist_ok=True) # Generate base filename (clean dataset name for filename) - clean_name = dataset_name.replace(" ", "_").replace(".nc", "").lower() + clean_name = dataset_name.replace(" ", "_").replace(".nc", "") # Find 1-dimensional time series variables indexed against time data_vars = list(dataset.data_vars.keys()) @@ -1646,9 +1646,7 @@ def _generate_plot(self) -> Optional[str]: plots_dir.mkdir(parents=True, exist_ok=True) # Generate plot filename - plot_filename = ( - f"{self.dataset_name.replace(' ', '_').lower()}_timeseries.png" - ) + plot_filename = f"{self.dataset_name}_timeseries.png" plot_path = plots_dir / plot_filename # Try to find a suitable variable for plotting (prefer MOC variables) diff --git a/data/hobbs_willis_amoc41N_tseries.txt b/data/hobbs_willis_amoc41N_tseries.txt index 49ccf1a..6dd000e 100644 --- a/data/hobbs_willis_amoc41N_tseries.txt +++ b/data/hobbs_willis_amoc41N_tseries.txt @@ -1,289 +1,305 @@ - Year, Ekman (Sv), Geos (Sv), MOC (Sv), MOC (PW) - 2.0020417e+03, -6.4957151e+00, 1.4463381e+01, 7.9676929e+00, 1.8344110e-01 - 2.0021250e+03, -6.5877733e+00, 1.7344729e+01, 1.0756770e+01, 3.5078931e-01 - 2.0022083e+03, -3.6612229e+00, 1.8767125e+01, 1.5105867e+01, 5.6455523e-01 - 2.0022917e+03, -3.5964499e+00, 1.6235614e+01, 1.2639230e+01, 4.6204883e-01 - 2.0023750e+03, -2.7942836e+00, 1.4489920e+01, 1.1695581e+01, 4.2053744e-01 - 2.0024583e+03, -2.3220854e+00, 1.2345043e+01, 1.0022928e+01, 3.0769092e-01 - 2.0025417e+03, -1.1606089e+00, 1.2684659e+01, 1.1524015e+01, 3.8339266e-01 - 2.0026250e+03, -9.5921755e-01, 1.1904081e+01, 1.0944950e+01, 3.2212979e-01 - 2.0027083e+03, -1.4646310e+00, 1.1804107e+01, 1.0339528e+01, 3.3147505e-01 - 2.0027917e+03, -4.1824121e+00, 1.3677556e+01, 9.4950743e+00, 2.8970635e-01 - 2.0028750e+03, -6.2860999e+00, 1.6027533e+01, 9.7415390e+00, 3.1883851e-01 - 2.0029583e+03, -7.3537889e+00, 1.5280608e+01, 7.9268079e+00, 2.7099738e-01 - 2.0030417e+03, -7.1926346e+00, 1.6354269e+01, 9.1616316e+00, 2.4925601e-01 - 2.0031250e+03, -5.7490177e+00, 1.6856883e+01, 1.1107742e+01, 3.6471090e-01 - 2.0032083e+03, -4.3986192e+00, 1.8472019e+01, 1.4073463e+01, 5.1228225e-01 - 2.0032917e+03, -2.2808199e+00, 1.6257869e+01, 1.3977093e+01, 5.2191746e-01 - 2.0033750e+03, -2.1776829e+00, 1.4328674e+01, 1.2151008e+01, 5.2879959e-01 - 2.0034583e+03, -2.0121779e+00, 1.4271693e+01, 1.2259429e+01, 5.4745209e-01 - 2.0035417e+03, -1.9309344e+00, 1.5165133e+01, 1.3234132e+01, 5.9992105e-01 - 2.0036250e+03, -9.8697096e-01, 1.4612639e+01, 1.3625626e+01, 6.8478209e-01 - 2.0037083e+03, -4.2306969e-01, 1.3134953e+01, 1.2711821e+01, 6.6089022e-01 - 2.0037917e+03, -1.3529570e+00, 1.4203711e+01, 1.2850825e+01, 6.0130936e-01 - 2.0038750e+03, -2.1537216e+00, 1.3697459e+01, 1.1543822e+01, 4.1588464e-01 - 2.0039583e+03, -4.8777466e+00, 1.4776078e+01, 9.8982582e+00, 3.0446365e-01 - 2.0040417e+03, -4.8212209e+00, 1.6566071e+01, 1.1744987e+01, 3.0284056e-01 - 2.0041250e+03, -5.0024710e+00, 1.9238856e+01, 1.4236217e+01, 4.4889495e-01 - 2.0042083e+03, -2.8689704e+00, 1.9429806e+01, 1.6560919e+01, 6.1431885e-01 - 2.0042917e+03, -1.8224671e+00, 1.7264287e+01, 1.5441645e+01, 5.5480242e-01 - 2.0043750e+03, -1.3993162e+00, 1.6661466e+01, 1.5262183e+01, 5.9744608e-01 - 2.0044583e+03, -1.1617738e+00, 1.4691001e+01, 1.3529216e+01, 4.7209260e-01 - 2.0045417e+03, -1.6298074e+00, 1.5110296e+01, 1.3480390e+01, 4.8229799e-01 - 2.0046250e+03, -1.2145205e+00, 1.5346833e+01, 1.4132350e+01, 5.7405514e-01 - 2.0047083e+03, -6.0946566e-01, 1.5366500e+01, 1.4757151e+01, 7.0769358e-01 - 2.0047917e+03, 1.3338225e-01, 1.5806621e+01, 1.5940044e+01, 7.8253716e-01 - 2.0048750e+03, -3.1808415e-01, 1.5153774e+01, 1.4835673e+01, 6.2351757e-01 - 2.0049583e+03, -1.1677508e+00, 1.5744378e+01, 1.4576573e+01, 6.1834377e-01 - 2.0050417e+03, -3.6792055e-01, 1.5724851e+01, 1.5357027e+01, 6.3066065e-01 - 2.0051250e+03, -1.1854441e+00, 1.7371898e+01, 1.6186466e+01, 6.6201442e-01 - 2.0052083e+03, -9.3073642e-01, 1.9144643e+01, 1.8213875e+01, 7.0871687e-01 - 2.0052917e+03, -2.0179536e+00, 1.8085638e+01, 1.6067741e+01, 6.3521171e-01 - 2.0053750e+03, -1.0078498e+00, 1.8135230e+01, 1.7127337e+01, 6.8114209e-01 - 2.0054583e+03, -9.5598662e-01, 1.5407691e+01, 1.4451784e+01, 5.3647524e-01 - 2.0055417e+03, -7.7623475e-01, 1.4559431e+01, 1.3783099e+01, 5.0352693e-01 - 2.0056250e+03, -7.0929909e-01, 1.2969575e+01, 1.2260370e+01, 4.5069721e-01 - 2.0057083e+03, -1.8656777e+00, 1.0626367e+01, 8.7607594e+00, 2.3126909e-01 - 2.0057917e+03, -2.0971024e+00, 1.2623875e+01, 1.0526816e+01, 3.0527914e-01 - 2.0058750e+03, -2.3360114e+00, 1.3971004e+01, 1.1635012e+01, 3.9941305e-01 - 2.0059583e+03, -2.5109160e+00, 1.5795728e+01, 1.3284829e+01, 4.7694430e-01 - 2.0060417e+03, -3.8211339e+00, 1.5922949e+01, 1.2101755e+01, 3.7184432e-01 - 2.0061250e+03, -5.2666750e+00, 1.6860150e+01, 1.1593339e+01, 3.5334158e-01 - 2.0062083e+03, -3.6348245e+00, 1.8015355e+01, 1.4380526e+01, 4.9686652e-01 - 2.0062917e+03, -2.4975314e+00, 1.6653561e+01, 1.4156020e+01, 4.3559504e-01 - 2.0063750e+03, -7.1331346e-01, 1.7087065e+01, 1.6373783e+01, 5.4758471e-01 - 2.0064583e+03, -1.4989805e+00, 1.6697451e+01, 1.5198440e+01, 4.7500297e-01 - 2.0065417e+03, -1.0503184e+00, 1.4700231e+01, 1.3649939e+01, 4.5975047e-01 - 2.0066250e+03, -1.7215730e+00, 1.3531476e+01, 1.1809954e+01, 3.9367348e-01 - 2.0067083e+03, -2.0590546e+00, 1.3359578e+01, 1.1300489e+01, 4.2285228e-01 - 2.0067917e+03, -2.6103880e+00, 1.5280410e+01, 1.2669944e+01, 4.2912549e-01 - 2.0068750e+03, -4.1292310e+00, 1.5885144e+01, 1.1755842e+01, 3.9639783e-01 - 2.0069583e+03, -4.6003041e+00, 1.5523833e+01, 1.0923632e+01, 3.5801008e-01 - 2.0070417e+03, -7.1901984e+00, 1.6392056e+01, 9.2019482e+00, 3.1611335e-01 - 2.0071250e+03, -6.0822191e+00, 1.8571349e+01, 1.2489163e+01, 4.6977440e-01 - 2.0072083e+03, -5.1660528e+00, 1.9928324e+01, 1.4762253e+01, 4.5125502e-01 - 2.0072917e+03, -2.7988846e+00, 1.8774832e+01, 1.5976027e+01, 4.2171746e-01 - 2.0073750e+03, -2.1573930e+00, 1.8617448e+01, 1.6460184e+01, 4.4286588e-01 - 2.0074583e+03, -2.2127457e+00, 1.5877675e+01, 1.3665000e+01, 3.5786688e-01 - 2.0075417e+03, -1.5466121e+00, 1.7260312e+01, 1.5713704e+01, 5.9080279e-01 - 2.0076250e+03, -9.6195871e-01, 1.5324389e+01, 1.4362317e+01, 6.2031406e-01 - 2.0077083e+03, -9.7513729e-01, 1.5977402e+01, 1.5002230e+01, 6.7277282e-01 - 2.0077917e+03, -4.5041233e-01, 1.5762979e+01, 1.5312480e+01, 6.7893338e-01 - 2.0078750e+03, -2.1836092e+00, 1.3682506e+01, 1.1498936e+01, 4.4075626e-01 - 2.0079583e+03, -3.2483239e+00, 1.3732422e+01, 1.0483985e+01, 3.1031623e-01 - 2.0080417e+03, -4.9368367e+00, 1.4825145e+01, 9.8884401e+00, 2.8367534e-01 - 2.0081250e+03, -4.0683403e+00, 1.6670265e+01, 1.2601906e+01, 4.5075145e-01 - 2.0082083e+03, -2.7154636e+00, 1.7585896e+01, 1.4870402e+01, 4.9282280e-01 - 2.0082917e+03, -2.1394219e+00, 1.5942390e+01, 1.3802952e+01, 4.4937062e-01 - 2.0083750e+03, -1.6063443e+00, 1.6730278e+01, 1.5123995e+01, 5.3954881e-01 - 2.0084583e+03, -1.6419774e+00, 1.6406617e+01, 1.4764692e+01, 5.4255420e-01 - 2.0085417e+03, -1.4917730e+00, 1.5912960e+01, 1.4421094e+01, 5.1027328e-01 - 2.0086250e+03, -7.1851337e-01, 1.6454675e+01, 1.5736343e+01, 6.5273732e-01 - 2.0087083e+03, -5.7254052e-01, 1.4239838e+01, 1.3667242e+01, 6.0432822e-01 - 2.0087917e+03, 5.0659972e-01, 1.4628302e+01, 1.5135013e+01, 7.1132123e-01 - 2.0088750e+03, -1.0633632e+00, 1.2754267e+01, 1.1690804e+01, 5.6217849e-01 - 2.0089583e+03, -3.9216602e+00, 1.3417250e+01, 9.4955463e+00, 4.2286187e-01 - 2.0090417e+03, -6.2063904e+00, 1.4058573e+01, 7.8520937e+00, 2.3010112e-01 - 2.0091250e+03, -4.9735422e+00, 1.5632287e+01, 1.0658711e+01, 3.4949732e-01 - 2.0092083e+03, -2.7802572e+00, 1.6812417e+01, 1.4032327e+01, 5.3027493e-01 - 2.0092917e+03, -1.3435196e+00, 1.5452096e+01, 1.4108690e+01, 5.4031277e-01 - 2.0093750e+03, -1.8793871e+00, 1.5514309e+01, 1.3634957e+01, 5.7478637e-01 - 2.0094583e+03, -1.4842907e+00, 1.5373953e+01, 1.3889653e+01, 6.3392377e-01 - 2.0095417e+03, -1.7347739e+00, 1.5535829e+01, 1.3801082e+01, 5.5606246e-01 - 2.0096250e+03, -1.4699029e+00, 1.4113275e+01, 1.2643464e+01, 5.0146699e-01 - 2.0097083e+03, -2.2727215e+00, 1.0519389e+01, 8.2465534e+00, 2.0590745e-01 - 2.0097917e+03, -3.3309042e+00, 6.9385834e+00, 3.6076243e+00, -1.6150150e-02 - 2.0098750e+03, -4.6365047e+00, 7.1067885e+00, 2.4702439e+00, -4.1496899e-02 - 2.0099583e+03, -4.9094958e+00, 9.3879259e+00, 4.4784551e+00, 9.5524907e-02 - 2.0100417e+03, -5.4947796e+00, 1.5062274e+01, 9.5674601e+00, 2.9766646e-01 - 2.0101250e+03, -4.3688684e+00, 1.7113147e+01, 1.2744298e+01, 5.3043437e-01 - 2.0102083e+03, -2.9517653e+00, 1.7857983e+01, 1.4906187e+01, 6.8022084e-01 - 2.0102917e+03, -1.6424202e+00, 1.6680769e+01, 1.5038331e+01, 6.3442677e-01 - 2.0103750e+03, -1.9924135e+00, 1.4955526e+01, 1.2963160e+01, 5.1371890e-01 - 2.0104583e+03, -2.2020688e+00, 1.5100114e+01, 1.2898091e+01, 4.8609206e-01 - 2.0105417e+03, -1.5469942e+00, 1.4261501e+01, 1.2714562e+01, 4.6862334e-01 - 2.0106250e+03, -1.1793503e+00, 1.2256082e+01, 1.1076629e+01, 3.7313628e-01 - 2.0107083e+03, -2.0711277e+00, 1.0308493e+01, 8.2372284e+00, 3.0540600e-01 - 2.0107917e+03, -1.7861135e+00, 1.0525604e+01, 8.7394419e+00, 2.6875770e-01 - 2.0108750e+03, -1.3487986e+00, 1.1405340e+01, 1.0056560e+01, 3.2563165e-01 - 2.0109583e+03, -1.8204017e+00, 1.2095073e+01, 1.0274681e+01, 3.3502650e-01 - 2.0110417e+03, -5.2739558e+00, 1.4815766e+01, 9.5419474e+00, 2.4197121e-01 - 2.0111250e+03, -5.6345205e+00, 1.6587471e+01, 1.0952878e+01, 3.1842351e-01 - 2.0112083e+03, -4.4856329e+00, 1.7218176e+01, 1.2732645e+01, 4.0130082e-01 - 2.0112917e+03, -5.9475452e-01, 1.5604197e+01, 1.5009486e+01, 5.0853056e-01 - 2.0113750e+03, -5.7900995e-01, 1.4044310e+01, 1.3465233e+01, 5.3520447e-01 - 2.0114583e+03, -5.1333469e-01, 1.5625691e+01, 1.5112290e+01, 6.9195789e-01 - 2.0115417e+03, -1.4917320e+00, 1.4064452e+01, 1.2572854e+01, 5.4807436e-01 - 2.0116250e+03, -1.7624168e+00, 1.2766056e+01, 1.1003663e+01, 4.2577755e-01 - 2.0117083e+03, -2.3105559e+00, 1.1887168e+01, 9.5766459e+00, 2.7652857e-01 - 2.0117917e+03, -3.4142239e+00, 1.3452024e+01, 1.0037814e+01, 2.7256104e-01 - 2.0118750e+03, -3.5425961e+00, 1.5214079e+01, 1.1671455e+01, 3.9728850e-01 - 2.0119583e+03, -3.4672985e+00, 1.5609546e+01, 1.2142270e+01, 4.7690028e-01 - 2.0120417e+03, -2.7918215e+00, 1.6545411e+01, 1.3753552e+01, 6.0342842e-01 - 2.0121250e+03, -3.3643153e+00, 1.7019016e+01, 1.3654785e+01, 5.6858337e-01 - 2.0122083e+03, -2.8088765e+00, 1.6461960e+01, 1.3653100e+01, 5.8218658e-01 - 2.0122917e+03, -2.0476737e+00, 1.4716169e+01, 1.2668377e+01, 5.0087053e-01 - 2.0123750e+03, -1.3209920e+00, 1.2813389e+01, 1.1492258e+01, 4.2160901e-01 - 2.0124583e+03, -1.3410316e+00, 1.2784484e+01, 1.1443452e+01, 4.0111828e-01 - 2.0125417e+03, -1.5611033e+00, 1.2214233e+01, 1.0653071e+01, 3.4374127e-01 - 2.0126250e+03, -5.3674972e-01, 1.1038033e+01, 1.0501299e+01, 3.5779950e-01 - 2.0127083e+03, -4.6982595e-01, 1.0896083e+01, 1.0426316e+01, 3.9499494e-01 - 2.0127917e+03, -3.8397858e-01, 1.2897510e+01, 1.2513547e+01, 5.4572338e-01 - 2.0128750e+03, -2.5534077e+00, 1.3920790e+01, 1.1367439e+01, 5.2371544e-01 - 2.0129583e+03, -4.6827846e+00, 1.3215053e+01, 8.5322704e+00, 3.0120841e-01 - 2.0130417e+03, -6.1404333e+00, 1.2825597e+01, 6.6850834e+00, 1.3102362e-01 - 2.0131250e+03, -5.0842080e+00, 1.4649819e+01, 9.5655079e+00, 2.7739906e-01 - 2.0132083e+03, -3.0332088e+00, 1.6437798e+01, 1.3404666e+01, 5.0857621e-01 - 2.0132917e+03, -1.0419112e+00, 1.6565964e+01, 1.5523929e+01, 5.4265517e-01 - 2.0133750e+03, -1.0126359e+00, 1.5969944e+01, 1.4957202e+01, 5.2333051e-01 - 2.0134583e+03, -9.0039498e-01, 1.5196147e+01, 1.4295745e+01, 5.3153872e-01 - 2.0135417e+03, -1.3257419e+00, 1.3483836e+01, 1.2158126e+01, 4.3995336e-01 - 2.0136250e+03, -1.0260410e+00, 1.2057589e+01, 1.1031496e+01, 3.7393355e-01 - 2.0137083e+03, -2.2036662e+00, 1.0626166e+01, 8.4224224e+00, 1.6770492e-01 - 2.0137917e+03, -2.4770708e+00, 1.1992654e+01, 9.5155573e+00, 2.3378581e-01 - 2.0138750e+03, -4.5343881e+00, 1.3276971e+01, 8.7425680e+00, 2.1120146e-01 - 2.0139583e+03, -6.1954494e+00, 1.3855623e+01, 7.6601863e+00, 1.7879412e-01 - 2.0140417e+03, -8.7930908e+00, 1.4075592e+01, 5.2824278e+00, 5.5304684e-02 - 2.0141250e+03, -7.5418253e+00, 1.4405725e+01, 6.8638234e+00, 1.3331901e-01 - 2.0142083e+03, -4.9698615e+00, 1.5586912e+01, 1.0617106e+01, 3.5673514e-01 - 2.0142917e+03, -2.3160081e+00, 1.5699146e+01, 1.3383217e+01, 5.0220996e-01 - 2.0143750e+03, -1.8165686e+00, 1.5461185e+01, 1.3644499e+01, 6.1430222e-01 - 2.0144583e+03, -1.4830472e+00, 1.5637830e+01, 1.4154620e+01, 5.0577962e-01 - 2.0145417e+03, -1.5062870e+00, 1.3312682e+01, 1.1806381e+01, 3.8818881e-01 - 2.0146250e+03, -9.9698156e-01, 1.1147256e+01, 1.0150196e+01, 3.2311791e-01 - 2.0147083e+03, -1.6348302e+00, 1.0525472e+01, 8.8906441e+00, 2.6433706e-01 - 2.0147917e+03, -3.1459687e+00, 1.4927798e+01, 1.1781805e+01, 4.4551238e-01 - 2.0148750e+03, -2.7297246e+00, 1.2461039e+01, 9.7314119e+00, 4.1269749e-01 - 2.0149583e+03, -3.3698103e+00, 1.1483319e+01, 8.1134501e+00, 3.0931583e-01 - 2.0150417e+03, -2.5306289e+00, 6.1558200e+00, 3.6251774e+00, 6.3203126e-02 - 2.0151250e+03, -4.3323412e+00, 1.1574729e+01, 7.2424498e+00, 1.9424653e-01 - 2.0152083e+03, -3.9865823e+00, 1.4313478e+01, 1.0326950e+01, 2.9350358e-01 - 2.0152917e+03, -3.1752830e+00, 1.6124092e+01, 1.2948827e+01, 3.6656043e-01 - 2.0153750e+03, -2.0372205e+00, 1.5006581e+01, 1.2969218e+01, 3.8525212e-01 - 2.0154583e+03, -1.5681047e+00, 1.3775792e+01, 1.2207747e+01, 4.6451735e-01 - 2.0155417e+03, -1.5193996e+00, 1.4289324e+01, 1.2769867e+01, 5.6695342e-01 - 2.0156250e+03, -1.5105681e+00, 9.3309318e+00, 7.8203859e+00, 3.5569227e-01 - 2.0157083e+03, -1.3462120e+00, 8.5211249e+00, 7.1749110e+00, 4.0294203e-01 - 2.0157917e+03, -1.8747505e+00, 9.4772222e+00, 7.6024733e+00, 3.2817847e-01 - 2.0158750e+03, -4.3075533e+00, 1.3012255e+01, 8.7047043e+00, 2.5965038e-01 - 2.0159583e+03, -5.9613538e+00, 1.4066447e+01, 8.1050997e+00, 2.5129700e-01 - 2.0160417e+03, -6.7352624e+00, 1.7062312e+01, 1.0327004e+01, 4.3824100e-01 - 2.0161250e+03, -5.2216134e+00, 1.7640234e+01, 1.2418770e+01, 5.5060190e-01 - 2.0162083e+03, -3.5841844e+00, 1.7303985e+01, 1.3719850e+01, 5.5531245e-01 - 2.0162917e+03, -3.0980871e+00, 1.5224674e+01, 1.2126587e+01, 4.6605495e-01 - 2.0163750e+03, -2.4830122e+00, 1.5567622e+01, 1.3084639e+01, 5.9941316e-01 - 2.0164583e+03, -2.3552754e+00, 1.5987625e+01, 1.3632414e+01, 5.6113321e-01 - 2.0165417e+03, -1.5742719e+00, 1.3850668e+01, 1.2276385e+01, 5.5423117e-01 - 2.0166250e+03, -1.5123180e+00, 8.8445984e+00, 7.3322239e+00, 3.0775455e-01 - 2.0167083e+03, -1.1113513e+00, 7.1016027e+00, 5.9902101e+00, 2.4171807e-01 - 2.0167917e+03, -9.1575247e-01, 8.8918078e+00, 7.9760375e+00, 4.2604131e-01 - 2.0168750e+03, -2.2362239e+00, 1.0369377e+01, 8.1332026e+00, 4.5059738e-01 - 2.0169583e+03, -3.2544229e+00, 1.2866152e+01, 9.6116648e+00, 4.5375350e-01 - 2.0170417e+03, -5.5353909e+00, 1.5339553e+01, 9.8041544e+00, 4.2677802e-01 - 2.0171250e+03, -5.8926983e+00, 1.9092770e+01, 1.3200070e+01, 5.0634873e-01 - 2.0172083e+03, -4.7223673e+00, 1.9792819e+01, 1.5070656e+01, 5.3012139e-01 - 2.0172917e+03, -3.4293079e+00, 1.6001803e+01, 1.2572559e+01, 4.6920210e-01 - 2.0173750e+03, -1.9648722e+00, 1.6006306e+01, 1.4041323e+01, 6.1331540e-01 - 2.0174583e+03, -2.6614597e+00, 1.3057133e+01, 1.0395813e+01, 4.1425040e-01 - 2.0175417e+03, -1.8046552e+00, 1.3679922e+01, 1.1875157e+01, 4.2529410e-01 - 2.0176250e+03, -1.4523779e+00, 1.1062300e+01, 9.6098919e+00, 3.0090976e-01 - 2.0177083e+03, -1.6799130e+00, 1.2955991e+01, 1.1276039e+01, 5.3801984e-01 - 2.0177917e+03, -1.5072808e+00, 1.3239167e+01, 1.1731834e+01, 5.1811910e-01 - 2.0178750e+03, -2.5431540e+00, 1.3052789e+01, 1.0509669e+01, 4.6435213e-01 - 2.0179583e+03, -3.6022801e+00, 1.2853695e+01, 9.2513885e+00, 4.3743372e-01 - 2.0180417e+03, -4.7252293e+00, 1.4739942e+01, 1.0014632e+01, 4.4647232e-01 - 2.0181250e+03, -4.4478507e+00, 1.6742141e+01, 1.2294122e+01, 5.0875872e-01 - 2.0182083e+03, -4.5298333e+00, 1.7024879e+01, 1.2494916e+01, 5.2304757e-01 - 2.0182917e+03, -3.9066238e+00, 1.5394795e+01, 1.1488014e+01, 4.1815695e-01 - 2.0183750e+03, -3.2202029e+00, 1.5439019e+01, 1.2218734e+01, 5.0949800e-01 - 2.0184583e+03, -1.5984175e+00, 1.2776241e+01, 1.1177888e+01, 4.1443428e-01 - 2.0185417e+03, -1.1633068e+00, 1.3944889e+01, 1.2781546e+01, 5.2554452e-01 - 2.0186250e+03, -1.7443898e-01, 1.2959327e+01, 1.2784863e+01, 6.4844233e-01 - 2.0187083e+03, -3.2014543e-01, 1.2485097e+01, 1.2164972e+01, 6.4799780e-01 - 2.0187917e+03, -3.2177584e+00, 1.2623478e+01, 9.4057837e+00, 5.1980352e-01 - 2.0188750e+03, -5.8584490e+00, 1.3128149e+01, 7.2698112e+00, 4.0262917e-01 - 2.0189583e+03, -5.9787107e+00, 1.4782647e+01, 8.8039856e+00, 4.7709221e-01 - 2.0190417e+03, -6.0414839e+00, 1.5533867e+01, 9.4924135e+00, 4.3447593e-01 - 2.0191250e+03, -4.5112219e+00, 1.6737590e+01, 1.2226324e+01, 4.7906172e-01 - 2.0192083e+03, -5.4881535e+00, 1.6982876e+01, 1.1494676e+01, 3.8589260e-01 - 2.0192917e+03, -3.3442788e+00, 1.5609265e+01, 1.2265007e+01, 4.2271551e-01 - 2.0193750e+03, -3.1807323e+00, 1.4149444e+01, 1.0968657e+01, 3.7321413e-01 - 2.0194583e+03, -2.2615433e+00, 1.5264726e+01, 1.3003209e+01, 4.8889077e-01 - 2.0195417e+03, -1.5804905e+00, 1.5997415e+01, 1.4416698e+01, 6.2040049e-01 - 2.0196250e+03, -1.2786528e+00, 1.5746615e+01, 1.4467971e+01, 6.3816988e-01 - 2.0197083e+03, -9.7723770e-01, 1.3093114e+01, 1.2115841e+01, 5.1370656e-01 - 2.0197917e+03, -2.3460658e+00, 1.3818923e+01, 1.1472909e+01, 4.2156929e-01 - 2.0198750e+03, -4.8683190e+00, 1.3271142e+01, 8.4027901e+00, 2.5894707e-01 - 2.0199583e+03, -6.1116648e+00, 1.4159572e+01, 8.0476446e+00, 3.2411581e-01 - 2.0200417e+03, -6.3301702e+00, 1.5452665e+01, 9.1224737e+00, 3.5769764e-01 - 2.0201250e+03, -4.4177542e+00, 1.6796480e+01, 1.2378546e+01, 5.4516613e-01 - 2.0202083e+03, -3.4304569e+00, 1.6619631e+01, 1.3189175e+01, 5.9638572e-01 - 2.0202917e+03, -2.6886003e+00, 1.7328490e+01, 1.4639966e+01, 6.0989827e-01 - 2.0203750e+03, -2.1437109e+00, 1.8392533e+01, 1.6248774e+01, 6.8365574e-01 - 2.0204583e+03, -1.8249683e+00, 1.4090943e+01, 1.2265989e+01, 4.7450852e-01 - 2.0205417e+03, -1.1624675e+00, 1.2520746e+01, 1.1358428e+01, 4.5118687e-01 - 2.0206250e+03, -6.0376102e-01, 1.0016705e+01, 9.4129639e+00, 3.6729121e-01 - 2.0207083e+03, -7.7351046e-01, 1.1632830e+01, 1.0859434e+01, 4.4415370e-01 - 2.0207917e+03, -9.9404091e-01, 1.2764238e+01, 1.1770216e+01, 4.5301625e-01 - 2.0208750e+03, -2.8639069e+00, 1.5044123e+01, 1.2180323e+01, 5.6445134e-01 - 2.0209583e+03, -3.6584797e+00, 1.4527434e+01, 1.0868804e+01, 5.0666791e-01 - 2.0210417e+03, -6.6011686e+00, 1.4110422e+01, 7.5092854e+00, 2.0103239e-01 - 2.0211250e+03, -6.2894788e+00, 1.4433161e+01, 8.1436968e+00, 2.2810692e-01 - 2.0212083e+03, -5.2118869e+00, 1.6923433e+01, 1.1711505e+01, 3.7093323e-01 - 2.0212917e+03, -2.5993547e+00, 1.6733667e+01, 1.4134258e+01, 5.5675876e-01 - 2.0213750e+03, -1.8384602e+00, 1.6543203e+01, 1.4704827e+01, 5.8376551e-01 - 2.0214583e+03, -2.3165381e+00, 1.5424407e+01, 1.3107894e+01, 5.1424128e-01 - 2.0215417e+03, -1.7464979e+00, 1.3877313e+01, 1.2130845e+01, 5.0821275e-01 - 2.0216250e+03, -1.4536867e+00, 1.2095403e+01, 1.0641816e+01, 4.3677938e-01 - 2.0217083e+03, -1.6540800e+00, 1.0125623e+01, 8.4714251e+00, 3.1752533e-01 - 2.0217917e+03, -8.9537674e-01, 9.7006008e+00, 8.8053322e+00, 3.7840715e-01 - 2.0218750e+03, -3.0243418e+00, 1.1976317e+01, 8.9518700e+00, 3.6884961e-01 - 2.0219583e+03, -2.6341214e+00, 1.2281590e+01, 9.6474857e+00, 4.5012149e-01 - 2.0220417e+03, -4.0651798e+00, 1.8100105e+01, 1.4034980e+01, 6.2121493e-01 - 2.0221250e+03, -3.8320069e+00, 1.8525775e+01, 1.4694095e+01, 6.9247115e-01 - 2.0222083e+03, -4.4623094e+00, 1.9302600e+01, 1.4840288e+01, 6.1410517e-01 - 2.0222917e+03, -3.6038923e+00, 1.5428574e+01, 1.1824630e+01, 5.4408002e-01 - 2.0223750e+03, -1.9186350e+00, 1.5022900e+01, 1.3104218e+01, 7.0112979e-01 - 2.0224583e+03, -1.1389986e+00, 1.5359937e+01, 1.4220915e+01, 6.9748765e-01 - 2.0225417e+03, -9.7278154e-01, 1.6402157e+01, 1.5429299e+01, 7.4384648e-01 - 2.0226250e+03, -1.1206276e+00, 1.4783629e+01, 1.3663096e+01, 6.2715650e-01 - 2.0227083e+03, -1.3184121e+00, 1.2977894e+01, 1.1659611e+01, 4.2157978e-01 - 2.0227917e+03, -3.7068889e+00, 1.3759928e+01, 1.0053100e+01, 2.6864496e-01 - 2.0228750e+03, -4.2464333e+00, 1.2633511e+01, 8.3870983e+00, 1.7982726e-01 - 2.0229583e+03, -4.9600248e+00, 1.4885573e+01, 9.9255981e+00, 3.4434766e-01 - 2.0230417e+03, -3.7513895e+00, 1.5279829e+01, 1.1528438e+01, 4.9326465e-01 - 2.0231250e+03, -5.2013993e+00, 1.6399545e+01, 1.1198168e+01, 5.1488012e-01 - 2.0232083e+03, -5.3441849e+00, 1.6654246e+01, 1.1310223e+01, 5.1207930e-01 - 2.0232917e+03, -4.3831296e+00, 1.6991746e+01, 1.2608638e+01, 5.2176553e-01 - 2.0233750e+03, -2.1573739e+00, 1.9251767e+01, 1.7094324e+01, 7.4253863e-01 - 2.0234583e+03, -1.0363081e+00, 1.8872363e+01, 1.7836130e+01, 8.6115599e-01 - 2.0235417e+03, -1.0597178e+00, 1.8176482e+01, 1.7116690e+01, 7.1492630e-01 - 2.0236250e+03, -1.0095385e+00, 1.7261251e+01, 1.6251762e+01, 7.2450083e-01 - 2.0237083e+03, -1.9073603e+00, 1.7532863e+01, 1.5625636e+01, 6.9858932e-01 - 2.0237917e+03, -2.6053586e+00, 1.8760435e+01, 1.6155022e+01, 7.4082708e-01 - 2.0238750e+03, -3.5307040e+00, 1.8804261e+01, 1.5273710e+01, 6.6489100e-01 - 2.0239583e+03, -3.8387315e+00, 1.8050598e+01, 1.4211982e+01, 5.2543288e-01 - 2.0240417e+03, -4.4476490e+00, 2.0866708e+01, 1.6419146e+01, 6.0016370e-01 - 2.0241250e+03, -4.9870505e+00, 2.1692000e+01, 1.6704916e+01, 7.1786082e-01 - 2.0242083e+03, -3.9803934e+00, 2.3959247e+01, 1.9978750e+01, 9.1187954e-01 - 2.0242917e+03, -2.6921463e+00, 2.1516514e+01, 1.8824451e+01, 9.0863037e-01 - 2.0243750e+03, -1.1687665e+00, 1.9670036e+01, 1.8501387e+01, 9.4310826e-01 - 2.0244583e+03, -1.2322555e+00, 1.8506565e+01, 1.7274366e+01, 8.8890898e-01 - 2.0245417e+03, -1.5168370e+00, 1.6943050e+01, 1.5426135e+01, 7.1660346e-01 - 2.0246250e+03, -1.0114630e+00, 1.4059405e+01, 1.3047849e+01, 5.5037749e-01 - 2.0247083e+03, -1.3737656e+00, 1.3736865e+01, 1.2363110e+01, 5.5673194e-01 - 2.0247917e+03, -1.9541793e+00, 1.4660624e+01, 1.2706447e+01, 5.2115697e-01 - 2.0248750e+03, -2.3687217e+00, 1.7635291e+01, 1.5266642e+01, 7.0708424e-01 - 2.0249583e+03, -4.2824807e+00, 1.9707153e+01, 1.5424680e+01, 6.8708205e-01 - 2.0250417e+03, -6.5216637e+00, 2.0546036e+01, 1.4024304e+01, 5.2466571e-01 - 2.0251250e+03, -7.6661844e+00, 2.1453524e+01, 1.3787156e+01, 5.5752325e-01 - 2.0252083e+03, -6.2932100e+00, 1.9294352e+01, 1.3001332e+01, 5.4917383e-01 - 2.0252917e+03, -3.5007863e+00, 1.7574632e+01, 1.4073908e+01, 5.5144376e-01 - 2.0253750e+03, -2.6098177e+00, 1.5750287e+01, 1.3140488e+01, 4.5043790e-01 - 2.0254583e+03, -1.4131020e+00, 1.5645191e+01, 1.4232089e+01, 4.7875464e-01 - 2.0255417e+03, -9.6832305e-01, 1.6465202e+01, 1.5496949e+01, 6.1143368e-01 - 2.0256250e+03, -1.0652572e+00, 1.4957499e+01, 1.3892359e+01, 6.1431080e-01 - 2.0257083e+03, -9.6173298e-01, 1.5788354e+01, 1.4826668e+01, 7.6083845e-01 - 2.0257917e+03, -3.0517814e+00, 1.6396720e+01, 1.3344936e+01, 5.2046520e-01 - 2.0258750e+03, -4.6362638e+00, 1.4939865e+01, 1.0303581e+01, 2.1120650e-01 - 2.0259583e+03, -6.7636857e+00, 1.2265394e+01, 5.5017147e+00, 7.7416785e-03 +% These files contain an estimate of the Atlantic Meridional Overturning Circulation (AMOC) volume and heat transports, computed using observations of +% temperature, salinity and subsurface velocity from the Argo array of profiling floats (DOI: 10.17882/42182#116315), and satellite-based observations +% of sea level from altimetry (DOI: 10.48670/moi-00148 and DOI: 10.48670/moi-00149). The estimates are computed using the techniques of Willis (2010) +% and Hobbs and Willis (2012). In addition, estimates of wind stress at the surface were estimated from European Center for Medium Range Weather +% Forecast, ERA5 analysis (DOI: 10.24381/cds.143582cf). +% +% Note that in all files, although there are 12 time-steps per year, each time step represents a 3-month average, so the time series is over sampled. +% +%If you use these data please cite: +% +%Willis, J. K., and Hobbs, W. R., Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations. Dataset access [YYYY-MM-DD] at 10.5281/zenodo.8170366. +% +%References & Acknowledgements: +% +%Hobbs, W. R., and J. K. Willis (2012), Midlatitude North Atlantic heat transport: A time series based on satellite and drifter data. J. Geophys. Res., 117, +%C01008, doi:10.1029/2011JC007039. +% +%Willis, J. K. (2010), Can in situ floats and satellite altimeters detect long-term changes in Atlantic Ocean overturning?, Geophys. Res. Lett., 37, +%L06602, doi:10.1029/2010GL042372. http://www.agu.org/pubs/crossref/2010/2010GL042372.shtml +% +%This study has been conducted using E.U. Copernicus Marine Service Information; https://doi.org/10.48670/moi-00149 and https://doi.org/10.48670/moi-00148 +% +% +%Column 1: Decimal year +%Column 2: Ekman Volume Transport (Sverdrups) +%Column 3: Northward Geostrophic Transport (Sverdrups) +%Column 4: Meridional Overturning Volume Transport (Sverdrups) +%Column 5: Meridional Overturning Heat Transport (PetaWatts) +% Year, Ekman (Sv), Geos (Sv), MOC (Sv), MOC (PW) + 2.0020417e+03, -6.4954948e+00, 1.4949757e+01, 8.4544582e+00, 2.1517599e-01 + 2.0021250e+03, -6.5875893e+00, 1.6141646e+01, 9.5541582e+00, 2.4317084e-01 + 2.0022083e+03, -3.6611505e+00, 1.6584530e+01, 1.2923428e+01, 4.1532549e-01 + 2.0022917e+03, -3.5963757e+00, 1.5515046e+01, 1.1918749e+01, 3.7791634e-01 + 2.0023750e+03, -2.7942011e+00, 1.3092672e+01, 1.0298446e+01, 3.2360378e-01 + 2.0024583e+03, -2.3219855e+00, 1.1337388e+01, 9.0152760e+00, 2.9345599e-01 + 2.0025417e+03, -1.1605530e+00, 1.1718497e+01, 1.0557974e+01, 3.9537308e-01 + 2.0026250e+03, -9.5918268e-01, 1.2738862e+01, 1.1779565e+01, 4.1176602e-01 + 2.0027083e+03, -1.4646028e+00, 1.3842158e+01, 1.2377447e+01, 4.1881782e-01 + 2.0027917e+03, -4.1823730e+00, 1.4181362e+01, 9.9989042e+00, 2.2902927e-01 + 2.0028750e+03, -6.2860465e+00, 1.6774866e+01, 1.0488682e+01, 3.1578532e-01 + 2.0029583e+03, -7.3537436e+00, 1.6200721e+01, 8.8470097e+00, 2.9186732e-01 + 2.0030417e+03, -7.1925745e+00, 1.6533999e+01, 9.3415022e+00, 2.9147285e-01 + 2.0031250e+03, -5.7489190e+00, 1.5316821e+01, 9.5679951e+00, 2.5148055e-01 + 2.0032083e+03, -4.3985133e+00, 1.5902418e+01, 1.1503904e+01, 3.4719604e-01 + 2.0032917e+03, -2.2807558e+00, 1.4952741e+01, 1.2672070e+01, 4.3927690e-01 + 2.0033750e+03, -2.1775944e+00, 1.2353834e+01, 1.0176186e+01, 4.2539290e-01 + 2.0034583e+03, -2.0121002e+00, 1.3186684e+01, 1.1174625e+01, 5.1454377e-01 + 2.0035417e+03, -1.9308645e+00, 1.4246934e+01, 1.2315988e+01, 5.9803933e-01 + 2.0036250e+03, -9.8694956e-01, 1.5518877e+01, 1.4531829e+01, 7.1635544e-01 + 2.0037083e+03, -4.2306519e-01, 1.5041257e+01, 1.4618120e+01, 7.0752662e-01 + 2.0037917e+03, -1.3529469e+00, 1.5040830e+01, 1.3687828e+01, 5.6281143e-01 + 2.0038750e+03, -2.1536760e+00, 1.4839844e+01, 1.2686217e+01, 4.2209971e-01 + 2.0039583e+03, -4.8775983e+00, 1.5908992e+01, 1.1031380e+01, 3.3764160e-01 + 2.0040417e+03, -4.8210754e+00, 1.6913140e+01, 1.2091988e+01, 3.2871157e-01 + 2.0041250e+03, -5.0023489e+00, 1.7980679e+01, 1.2978385e+01, 3.3734876e-01 + 2.0042083e+03, -2.8689337e+00, 1.7399590e+01, 1.4530662e+01, 4.8585206e-01 + 2.0042917e+03, -1.8224452e+00, 1.6559646e+01, 1.4737151e+01, 4.9700823e-01 + 2.0043750e+03, -1.3992858e+00, 1.5215698e+01, 1.3816333e+01, 5.2133656e-01 + 2.0044583e+03, -1.1617343e+00, 1.3822535e+01, 1.2660814e+01, 4.2230561e-01 + 2.0045417e+03, -1.6297473e+00, 1.4439270e+01, 1.2809570e+01, 4.4039628e-01 + 2.0046250e+03, -1.2144816e+00, 1.6316861e+01, 1.5102288e+01, 6.0546368e-01 + 2.0047083e+03, -6.0945165e-01, 1.7029744e+01, 1.6420179e+01, 7.3322284e-01 + 2.0047917e+03, 1.3337953e-01, 1.6336537e+01, 1.6470001e+01, 7.6294512e-01 + 2.0048750e+03, -3.1807479e-01, 1.5988101e+01, 1.5669866e+01, 6.4067382e-01 + 2.0049583e+03, -1.1677115e+00, 1.6915124e+01, 1.5747412e+01, 6.8182552e-01 + 2.0050417e+03, -3.6791188e-01, 1.6059337e+01, 1.5691414e+01, 6.2283683e-01 + 2.0051250e+03, -1.1854179e+00, 1.5908264e+01, 1.4722810e+01, 5.1536226e-01 + 2.0052083e+03, -9.3072224e-01, 1.6746512e+01, 1.5815833e+01, 5.4972148e-01 + 2.0052917e+03, -2.0178967e+00, 1.6971501e+01, 1.4953447e+01, 5.3914565e-01 + 2.0053750e+03, -1.0077960e+00, 1.6498385e+01, 1.5490616e+01, 5.7915914e-01 + 2.0054583e+03, -9.5593441e-01, 1.4429834e+01, 1.3473962e+01, 5.0085974e-01 + 2.0055417e+03, -7.7619988e-01, 1.4007329e+01, 1.3231158e+01, 4.9295542e-01 + 2.0056250e+03, -7.0927662e-01, 1.4133549e+01, 1.3424230e+01, 5.0270176e-01 + 2.0057083e+03, -1.8656368e+00, 1.2629102e+01, 1.0763455e+01, 3.1286970e-01 + 2.0057917e+03, -2.0970585e+00, 1.3193885e+01, 1.1096832e+01, 3.0836672e-01 + 2.0058750e+03, -2.3359628e+00, 1.4915279e+01, 1.2579337e+01, 4.0807262e-01 + 2.0059583e+03, -2.5108597e+00, 1.7072523e+01, 1.4561620e+01, 5.1417041e-01 + 2.0060417e+03, -3.8210435e+00, 1.6209817e+01, 1.2388754e+01, 3.5796511e-01 + 2.0061250e+03, -5.2665529e+00, 1.5478813e+01, 1.0212206e+01, 2.1991977e-01 + 2.0062083e+03, -3.6347661e+00, 1.5826107e+01, 1.2191459e+01, 3.1967872e-01 + 2.0062917e+03, -2.4974914e+00, 1.5914144e+01, 1.3416823e+01, 3.3812398e-01 + 2.0063750e+03, -7.1329564e-01, 1.5697666e+01, 1.4984286e+01, 4.2834246e-01 + 2.0064583e+03, -1.4989345e+00, 1.5818364e+01, 1.4319400e+01, 4.3357372e-01 + 2.0065417e+03, -1.0502880e+00, 1.4043944e+01, 1.2993609e+01, 4.4606134e-01 + 2.0066250e+03, -1.7215155e+00, 1.4634794e+01, 1.2913270e+01, 4.2846003e-01 + 2.0067083e+03, -2.0590084e+00, 1.5359968e+01, 1.3301039e+01, 4.5124483e-01 + 2.0067917e+03, -2.6103120e+00, 1.6292368e+01, 1.3682017e+01, 4.4587988e-01 + 2.0068750e+03, -4.1291094e+00, 1.6965891e+01, 1.2836806e+01, 4.2806974e-01 + 2.0069583e+03, -4.6001458e+00, 1.6825222e+01, 1.2225002e+01, 4.2646879e-01 + 2.0070417e+03, -7.1899662e+00, 1.6433237e+01, 9.2431078e+00, 2.9109195e-01 + 2.0071250e+03, -6.0820589e+00, 1.7101762e+01, 1.1019683e+01, 3.4309730e-01 + 2.0072083e+03, -5.1659017e+00, 1.7461449e+01, 1.2295656e+01, 3.0790943e-01 + 2.0072917e+03, -2.7988119e+00, 1.7789761e+01, 1.4990932e+01, 3.6986756e-01 + 2.0073750e+03, -2.1573296e+00, 1.7082028e+01, 1.4924506e+01, 3.6938652e-01 + 2.0074583e+03, -2.2126930e+00, 1.4983619e+01, 1.2770976e+01, 3.3927450e-01 + 2.0075417e+03, -1.5465754e+00, 1.6461372e+01, 1.4914699e+01, 5.7570171e-01 + 2.0076250e+03, -9.6192968e-01, 1.6203652e+01, 1.5241802e+01, 6.7277122e-01 + 2.0077083e+03, -9.7511452e-01, 1.7827783e+01, 1.6852795e+01, 7.0393550e-01 + 2.0077917e+03, -4.5040163e-01, 1.6493261e+01, 1.6042791e+01, 6.7347127e-01 + 2.0078750e+03, -2.1835413e+00, 1.4688385e+01, 1.2504866e+01, 4.6350858e-01 + 2.0079583e+03, -3.2482433e+00, 1.5085128e+01, 1.1837028e+01, 3.6961523e-01 + 2.0080417e+03, -4.9367156e+00, 1.5261021e+01, 1.0324342e+01, 3.1556574e-01 + 2.0081250e+03, -4.0682397e+00, 1.5257966e+01, 1.1189606e+01, 3.1790113e-01 + 2.0082083e+03, -2.7154005e+00, 1.5459233e+01, 1.2744072e+01, 3.4311098e-01 + 2.0082917e+03, -2.1393552e+00, 1.5451094e+01, 1.3311697e+01, 3.8392982e-01 + 2.0083750e+03, -1.6062784e+00, 1.5762120e+01, 1.4156025e+01, 4.7061515e-01 + 2.0084583e+03, -1.6418997e+00, 1.5883332e+01, 1.4241330e+01, 4.9692771e-01 + 2.0085417e+03, -1.4917113e+00, 1.5437634e+01, 1.3945926e+01, 4.6725863e-01 + 2.0086250e+03, -7.1849114e-01, 1.7497800e+01, 1.6779444e+01, 6.5100539e-01 + 2.0087083e+03, -5.7252902e-01, 1.6180522e+01, 1.5607946e+01, 6.5409237e-01 + 2.0087917e+03, 5.0659120e-01, 1.5347401e+01, 1.5854044e+01, 7.1907580e-01 + 2.0088750e+03, -1.0633348e+00, 1.3611684e+01, 1.2548558e+01, 5.7081348e-01 + 2.0089583e+03, -3.9215865e+00, 1.4605285e+01, 1.0683774e+01, 4.5351687e-01 + 2.0090417e+03, -6.2062435e+00, 1.4285902e+01, 8.0795717e+00, 2.2886582e-01 + 2.0091250e+03, -4.9734097e+00, 1.4192355e+01, 9.2190275e+00, 2.3713212e-01 + 2.0092083e+03, -2.7801895e+00, 1.4422513e+01, 1.1642508e+01, 3.8265985e-01 + 2.0092917e+03, -1.3434813e+00, 1.4425399e+01, 1.3081905e+01, 4.3791273e-01 + 2.0093750e+03, -1.8793209e+00, 1.3738945e+01, 1.1859503e+01, 4.2751461e-01 + 2.0094583e+03, -1.4842317e+00, 1.4291949e+01, 1.2807707e+01, 5.4701346e-01 + 2.0095417e+03, -1.7347155e+00, 1.4601667e+01, 1.2867014e+01, 5.2036214e-01 + 2.0096250e+03, -1.4698629e+00, 1.4855725e+01, 1.3385873e+01, 5.3854007e-01 + 2.0097083e+03, -2.2726898e+00, 1.2084470e+01, 9.8118591e+00, 2.7606964e-01 + 2.0097917e+03, -3.3308733e+00, 7.2109831e+00, 3.8801131e+00, -4.0985800e-02 + 2.0098750e+03, -4.6364284e+00, 7.4519245e+00, 2.8154755e+00, -7.1467184e-02 + 2.0099583e+03, -4.9093781e+00, 1.0106495e+01, 5.1970639e+00, 1.2242965e-01 + 2.0100417e+03, -5.4946647e+00, 1.5068179e+01, 9.5735741e+00, 3.1771082e-01 + 2.0101250e+03, -4.3687577e+00, 1.5559698e+01, 1.1190864e+01, 4.1171074e-01 + 2.0102083e+03, -2.9517040e+00, 1.5574726e+01, 1.2623024e+01, 4.9317285e-01 + 2.0102917e+03, -1.6423802e+00, 1.5724153e+01, 1.4081834e+01, 5.1149195e-01 + 2.0103750e+03, -1.9923569e+00, 1.4317106e+01, 1.2324697e+01, 4.2337266e-01 + 2.0104583e+03, -2.2020011e+00, 1.4318242e+01, 1.2116245e+01, 4.4723657e-01 + 2.0105417e+03, -1.5469575e+00, 1.3730952e+01, 1.2183980e+01, 4.7638220e-01 + 2.0106250e+03, -1.1793140e+00, 1.3314100e+01, 1.2134763e+01, 4.1993991e-01 + 2.0107083e+03, -2.0710871e+00, 1.2172544e+01, 1.0101406e+01, 3.4292293e-01 + 2.0107917e+03, -1.7860761e+00, 1.1148353e+01, 9.3622742e+00, 3.1030479e-01 + 2.0108750e+03, -1.3487670e+00, 1.2095039e+01, 1.0746291e+01, 3.8289365e-01 + 2.0109583e+03, -1.8203528e+00, 1.3497607e+01, 1.1677274e+01, 4.0178132e-01 + 2.0110417e+03, -5.2738528e+00, 1.5421557e+01, 1.0147556e+01, 2.8878394e-01 + 2.0111250e+03, -5.6343608e+00, 1.5180174e+01, 9.5457964e+00, 2.4122469e-01 + 2.0112083e+03, -4.4854808e+00, 1.4875434e+01, 1.0389896e+01, 2.8046915e-01 + 2.0112917e+03, -5.9472424e-01, 1.4544175e+01, 1.3949507e+01, 4.5295906e-01 + 2.0113750e+03, -5.7897967e-01, 1.3455393e+01, 1.2876377e+01, 4.7815067e-01 + 2.0114583e+03, -5.1331079e-01, 1.4952052e+01, 1.4438694e+01, 6.4844775e-01 + 2.0115417e+03, -1.4916806e+00, 1.3549311e+01, 1.2057696e+01, 5.4476774e-01 + 2.0116250e+03, -1.7623662e+00, 1.3835598e+01, 1.2073226e+01, 4.8725653e-01 + 2.0117083e+03, -2.3105252e+00, 1.4245731e+01, 1.1935303e+01, 3.8950145e-01 + 2.0117917e+03, -3.4141428e+00, 1.4604552e+01, 1.1190357e+01, 2.5926623e-01 + 2.0118750e+03, -3.5424571e+00, 1.6730922e+01, 1.3188496e+01, 4.3506569e-01 + 2.0119583e+03, -3.4671500e+00, 1.6885887e+01, 1.3418724e+01, 5.3598881e-01 + 2.0120417e+03, -2.7917178e+00, 1.6714211e+01, 1.3922423e+01, 6.1680186e-01 + 2.0121250e+03, -3.3641574e+00, 1.5857057e+01, 1.2492918e+01, 4.6815360e-01 + 2.0122083e+03, -2.8087404e+00, 1.4543447e+01, 1.1734768e+01, 4.4445503e-01 + 2.0122917e+03, -2.0475838e+00, 1.4198745e+01, 1.2151154e+01, 4.8606843e-01 + 2.0123750e+03, -1.3209386e+00, 1.2338575e+01, 1.1017623e+01, 4.0705338e-01 + 2.0124583e+03, -1.3409873e+00, 1.2327680e+01, 1.0986619e+01, 4.0688238e-01 + 2.0125417e+03, -1.5610375e+00, 1.1871118e+01, 1.0309982e+01, 3.5338187e-01 + 2.0126250e+03, -5.3673202e-01, 1.2086242e+01, 1.1549540e+01, 4.1769791e-01 + 2.0127083e+03, -4.6981245e-01, 1.2743285e+01, 1.2273392e+01, 4.6068865e-01 + 2.0127917e+03, -3.8396907e-01, 1.3736683e+01, 1.3352662e+01, 5.6363231e-01 + 2.0128750e+03, -2.5533454e+00, 1.4972718e+01, 1.2419412e+01, 5.4443866e-01 + 2.0129583e+03, -4.6826196e+00, 1.4783127e+01, 1.0100538e+01, 3.5026452e-01 + 2.0130417e+03, -6.1402721e+00, 1.3151578e+01, 7.0112791e+00, 1.2286170e-01 + 2.0131250e+03, -5.0840759e+00, 1.3347976e+01, 8.2639799e+00, 1.3919240e-01 + 2.0132083e+03, -3.0331533e+00, 1.4342322e+01, 1.1309037e+01, 3.5454875e-01 + 2.0132917e+03, -1.0418845e+00, 1.5815565e+01, 1.4773790e+01, 4.9643540e-01 + 2.0133750e+03, -1.0125957e+00, 1.5312450e+01, 1.4299925e+01, 4.9181294e-01 + 2.0134583e+03, -9.0034956e-01, 1.4285069e+01, 1.3384713e+01, 4.9087611e-01 + 2.0135417e+03, -1.3256776e+00, 1.3067823e+01, 1.1742123e+01, 4.2160955e-01 + 2.0136250e+03, -1.0260068e+00, 1.3169101e+01, 1.2143081e+01, 4.1677344e-01 + 2.0137083e+03, -2.2036259e+00, 1.2809150e+01, 1.0605510e+01, 2.9240942e-01 + 2.0137917e+03, -2.4770236e+00, 1.2946924e+01, 1.0469932e+01, 2.9248285e-01 + 2.0138750e+03, -4.5342803e+00, 1.4477599e+01, 9.9433298e+00, 2.6476139e-01 + 2.0139583e+03, -6.1953278e+00, 1.5361630e+01, 9.1663618e+00, 2.4446873e-01 + 2.0140417e+03, -8.7929115e+00, 1.4479815e+01, 5.6869440e+00, 6.0221080e-02 + 2.0141250e+03, -7.5416946e+00, 1.3060814e+01, 5.5190897e+00, 1.1341667e-02 + 2.0142083e+03, -4.9697866e+00, 1.3486986e+01, 8.5171804e+00, 1.9505957e-01 + 2.0142917e+03, -2.3159685e+00, 1.5066167e+01, 1.2750242e+01, 4.0006009e-01 + 2.0143750e+03, -1.8165072e+00, 1.5187402e+01, 1.3370889e+01, 5.3480828e-01 + 2.0144583e+03, -1.4829943e+00, 1.4969110e+01, 1.3486075e+01, 4.7854847e-01 + 2.0145417e+03, -1.5062404e+00, 1.2794893e+01, 1.1288745e+01, 3.6949497e-01 + 2.0146250e+03, -9.9696112e-01, 1.2257004e+01, 1.1259994e+01, 3.7621900e-01 + 2.0147083e+03, -1.6348170e+00, 1.2622226e+01, 1.0987405e+01, 3.6246759e-01 + 2.0147917e+03, -3.1459563e+00, 1.5722771e+01, 1.2576760e+01, 4.5633760e-01 + 2.0148750e+03, -2.7296958e+00, 1.3419393e+01, 1.0689747e+01, 4.4294292e-01 + 2.0149583e+03, -3.3697896e+00, 1.3053697e+01, 9.6839542e+00, 3.9641744e-01 + 2.0150417e+03, -2.5306194e+00, 6.7531129e+00, 4.2225399e+00, 6.7115843e-02 + 2.0151250e+03, -4.3323307e+00, 9.9667717e+00, 5.6344366e+00, 8.0933288e-02 + 2.0152083e+03, -3.9865637e+00, 1.1950101e+01, 7.9636111e+00, 1.5252291e-01 + 2.0152917e+03, -3.1752362e+00, 1.5433799e+01, 1.2258618e+01, 3.2265028e-01 + 2.0153750e+03, -2.0371490e+00, 1.4759190e+01, 1.2722175e+01, 3.9375830e-01 + 2.0154583e+03, -1.5680375e+00, 1.3432480e+01, 1.1864498e+01, 4.4031307e-01 + 2.0155417e+03, -1.5193378e+00, 1.3998550e+01, 1.2479254e+01, 5.6154066e-01 + 2.0156250e+03, -1.5105280e+00, 1.0938834e+01, 9.4282703e+00, 4.1881728e-01 + 2.0157083e+03, -1.3461958e+00, 1.0957252e+01, 9.6109304e+00, 4.6199957e-01 + 2.0157917e+03, -1.8747326e+00, 1.0765009e+01, 8.8903465e+00, 3.6997768e-01 + 2.0158750e+03, -4.3074632e+00, 1.3938613e+01, 9.6311445e+00, 3.1277534e-01 + 2.0159583e+03, -5.9612155e+00, 1.5467495e+01, 9.5063162e+00, 3.1441548e-01 + 2.0160417e+03, -6.7351174e+00, 1.7298425e+01, 1.0563398e+01, 4.1748533e-01 + 2.0161250e+03, -5.2215161e+00, 1.6355488e+01, 1.1133985e+01, 4.4797689e-01 + 2.0162083e+03, -3.5841179e+00, 1.5144971e+01, 1.1560957e+01, 4.2003009e-01 + 2.0162917e+03, -3.0980117e+00, 1.4727963e+01, 1.1630005e+01, 3.8173294e-01 + 2.0163750e+03, -2.4829168e+00, 1.5379809e+01, 1.2896992e+01, 4.9735883e-01 + 2.0164583e+03, -2.3552127e+00, 1.5647532e+01, 1.3292311e+01, 5.3438359e-01 + 2.0165417e+03, -1.5742210e+00, 1.3491424e+01, 1.1917194e+01, 5.3367865e-01 + 2.0166250e+03, -1.5122993e+00, 1.0162561e+01, 8.6503305e+00, 3.9202139e-01 + 2.0167083e+03, -1.1113456e+00, 9.0696358e+00, 7.9582787e+00, 3.4065405e-01 + 2.0167917e+03, -9.1575056e-01, 9.8817961e+00, 8.9660120e+00, 4.5702326e-01 + 2.0168750e+03, -2.2361908e+00, 1.1326275e+01, 9.0899506e+00, 4.8533130e-01 + 2.0169583e+03, -3.2543514e+00, 1.4236146e+01, 1.0981780e+01, 5.2727813e-01 + 2.0170417e+03, -5.5352945e+00, 1.5610390e+01, 1.0075070e+01, 3.9631462e-01 + 2.0171250e+03, -5.8926253e+00, 1.7508253e+01, 1.1615682e+01, 3.3272037e-01 + 2.0172083e+03, -4.7223039e+00, 1.7588283e+01, 1.2865886e+01, 3.8224620e-01 + 2.0172917e+03, -3.4292448e+00, 1.5756569e+01, 1.2327434e+01, 4.2702392e-01 + 2.0173750e+03, -1.9648068e+00, 1.6246077e+01, 1.4281125e+01, 5.9308988e-01 + 2.0174583e+03, -2.6613767e+00, 1.3112761e+01, 1.0451395e+01, 3.9981824e-01 + 2.0175417e+03, -1.8046157e+00, 1.3612098e+01, 1.1807463e+01, 4.1977024e-01 + 2.0176250e+03, -1.4523444e+00, 1.2569398e+01, 1.1117067e+01, 3.1553486e-01 + 2.0177083e+03, -1.6798816e+00, 1.5046103e+01, 1.3366234e+01, 5.3046441e-01 + 2.0177917e+03, -1.5072569e+00, 1.4177237e+01, 1.2670107e+01, 5.1742059e-01 + 2.0178750e+03, -2.5431080e+00, 1.3949303e+01, 1.1406189e+01, 4.4222003e-01 + 2.0179583e+03, -3.6022172e+00, 1.4734483e+01, 1.1132256e+01, 5.0776523e-01 + 2.0180417e+03, -4.7251253e+00, 1.5653230e+01, 1.0928072e+01, 4.8758349e-01 + 2.0181250e+03, -4.4477353e+00, 1.5919614e+01, 1.1471808e+01, 3.9488736e-01 + 2.0182083e+03, -4.5297236e+00, 1.5490956e+01, 1.0961326e+01, 3.9488253e-01 + 2.0182917e+03, -3.9065285e+00, 1.4970347e+01, 1.1063772e+01, 4.2531183e-01 + 2.0183750e+03, -3.2200928e+00, 1.5135379e+01, 1.1915334e+01, 5.2063704e-01 + 2.0184583e+03, -1.5983487e+00, 1.2277454e+01, 1.0679227e+01, 4.1408560e-01 + 2.0185417e+03, -1.1632420e+00, 1.3444027e+01, 1.2280638e+01, 5.2246398e-01 + 2.0186250e+03, -1.7442858e-01, 1.4213201e+01, 1.4038677e+01, 7.1935922e-01 + 2.0187083e+03, -3.2013130e-01, 1.4719349e+01, 1.4399128e+01, 7.1392018e-01 + 2.0187917e+03, -3.2176528e+00, 1.3703283e+01, 1.0485516e+01, 5.2250665e-01 + 2.0188750e+03, -5.8582902e+00, 1.3953020e+01, 8.0946808e+00, 4.2833480e-01 + 2.0189583e+03, -5.9785790e+00, 1.5987784e+01, 1.0009040e+01, 5.4195505e-01 + 2.0190417e+03, -6.0413637e+00, 1.5839590e+01, 9.7982721e+00, 4.1895580e-01 + 2.0191250e+03, -4.5111160e+00, 1.5505554e+01, 1.0994467e+01, 3.3995336e-01 + 2.0192083e+03, -5.4880848e+00, 1.4698199e+01, 9.2101641e+00, 2.3592538e-01 + 2.0192917e+03, -3.3442163e+00, 1.4929464e+01, 1.1585084e+01, 3.8662168e-01 + 2.0193750e+03, -3.1806381e+00, 1.3786204e+01, 1.0605463e+01, 3.6680686e-01 + 2.0194583e+03, -2.2614737e+00, 1.4878624e+01, 1.2617218e+01, 5.2645296e-01 + 2.0195417e+03, -1.5804584e+00, 1.5714205e+01, 1.4133740e+01, 6.6535324e-01 + 2.0196250e+03, -1.2786376e+00, 1.7154540e+01, 1.5875834e+01, 7.3869681e-01 + 2.0197083e+03, -9.7724342e-01, 1.5587057e+01, 1.4609928e+01, 5.9316665e-01 + 2.0197917e+03, -2.3460767e+00, 1.4977148e+01, 1.2631057e+01, 4.5433238e-01 + 2.0198750e+03, -4.8682914e+00, 1.4376554e+01, 9.5082855e+00, 2.6323614e-01 + 2.0199583e+03, -6.1115527e+00, 1.5805155e+01, 9.6935940e+00, 4.2216897e-01 + 2.0200417e+03, -6.3299885e+00, 1.6186161e+01, 9.8561916e+00, 4.6027017e-01 + 2.0201250e+03, -4.4176073e+00, 1.6151494e+01, 1.1733910e+01, 4.9462023e-01 + 2.0202083e+03, -3.4303596e+00, 1.4908197e+01, 1.1477832e+01, 4.5597252e-01 + 2.0202917e+03, -2.6885240e+00, 1.6956504e+01, 1.4268092e+01, 5.6452835e-01 + 2.0203750e+03, -2.1436338e+00, 1.8214816e+01, 1.6071100e+01, 6.6546869e-01 + 2.0204583e+03, -1.8249036e+00, 1.3860300e+01, 1.2035387e+01, 4.8575920e-01 + 2.0205417e+03, -1.1624335e+00, 1.2415084e+01, 1.1252702e+01, 4.9043748e-01 + 2.0206250e+03, -6.0374564e-01, 1.1048996e+01, 1.0445126e+01, 5.0320911e-01 + 2.0207083e+03, -7.7349669e-01, 1.3312414e+01, 1.2538871e+01, 5.9944588e-01 + 2.0207917e+03, -9.9401671e-01, 1.3579086e+01, 1.2584994e+01, 4.9779531e-01 + 2.0208750e+03, -2.8638361e+00, 1.6223758e+01, 1.3359922e+01, 5.7300770e-01 + 2.0209583e+03, -3.6583788e+00, 1.6318107e+01, 1.2659778e+01, 5.9312749e-01 + 2.0210417e+03, -6.6009965e+00, 1.4686650e+01, 8.0855989e+00, 2.3118185e-01 + 2.0211250e+03, -6.2894063e+00, 1.3363176e+01, 7.0738106e+00, 1.2095299e-01 + 2.0212083e+03, -5.2118359e+00, 1.4871563e+01, 9.6597128e+00, 2.0545836e-01 + 2.0212917e+03, -2.5993237e+00, 1.6346186e+01, 1.3747001e+01, 4.9627489e-01 + 2.0213750e+03, -1.8384050e+00, 1.6673951e+01, 1.4835659e+01, 5.6892210e-01 + 2.0214583e+03, -2.3164713e+00, 1.5489945e+01, 1.3173529e+01, 5.3487754e-01 + 2.0215417e+03, -1.7464505e+00, 1.3836891e+01, 1.2090450e+01, 5.1981133e-01 + 2.0216250e+03, -1.4536710e+00, 1.3017607e+01, 1.1563882e+01, 4.6521315e-01 + 2.0217083e+03, -1.6540754e+00, 1.1802143e+01, 1.0148113e+01, 3.4841245e-01 + 2.0217917e+03, -8.9538074e-01, 1.0510106e+01, 9.6147499e+00, 3.9635858e-01 + 2.0218750e+03, -3.0243196e+00, 1.2963871e+01, 9.9394894e+00, 4.6153289e-01 + 2.0219583e+03, -2.6340873e+00, 1.3939016e+01, 1.1304920e+01, 5.3112477e-01 + 2.0220417e+03, -4.0650592e+00, 1.8530716e+01, 1.4465663e+01, 6.3987392e-01 + 2.0221250e+03, -3.8318727e+00, 1.7317725e+01, 1.3485701e+01, 6.2823343e-01 + 2.0222083e+03, -4.4621711e+00, 1.7137477e+01, 1.2675275e+01, 4.9186340e-01 + 2.0222917e+03, -3.6037858e+00, 1.4891827e+01, 1.1287981e+01, 4.6992150e-01 + 2.0223750e+03, -1.9185597e+00, 1.4614646e+01, 1.2696088e+01, 6.3789874e-01 + 2.0224583e+03, -1.1389612e+00, 1.4887162e+01, 1.3748298e+01, 6.9266707e-01 + 2.0225417e+03, -9.7275054e-01, 1.6122938e+01, 1.5150225e+01, 7.5457639e-01 + 2.0226250e+03, -1.1206017e+00, 1.6158159e+01, 1.5037550e+01, 6.7330056e-01 + 2.0227083e+03, -1.3183901e+00, 1.5132964e+01, 1.3814566e+01, 5.0145888e-01 + 2.0227917e+03, -3.7068315e+00, 1.4755509e+01, 1.1048730e+01, 3.3305806e-01 + 2.0228750e+03, -4.2463336e+00, 1.3666392e+01, 9.4200258e+00, 2.6757178e-01 + 2.0229583e+03, -4.9598470e+00, 1.6216400e+01, 1.1256584e+01, 4.3228257e-01 + 2.0230417e+03, -3.7512622e+00, 1.5607145e+01, 1.1855842e+01, 5.2047324e-01 + 2.0231250e+03, -5.2012186e+00, 1.4856403e+01, 9.6553497e+00, 3.9572379e-01 + 2.0232083e+03, -5.3439655e+00, 1.4458032e+01, 9.1141520e+00, 3.7403366e-01 + 2.0232917e+03, -4.3829041e+00, 1.6372965e+01, 1.1990137e+01, 4.7526497e-01 + 2.0233750e+03, -2.1572521e+00, 1.9172641e+01, 1.7015409e+01, 7.5028247e-01 + 2.0234583e+03, -1.0362560e+00, 1.9069866e+01, 1.8033550e+01, 8.9937365e-01 + 2.0235417e+03, -1.0596780e+00, 1.8736656e+01, 1.7676897e+01, 7.6702321e-01 + 2.0236250e+03, -1.0094997e+00, 1.9482441e+01, 1.8472860e+01, 8.3519185e-01 + 2.0237083e+03, -1.9073253e+00, 1.9929473e+01, 1.8022354e+01, 7.8512859e-01 + 2.0237917e+03, -2.6053455e+00, 1.9917935e+01, 1.7312559e+01, 7.7016175e-01 + 2.0238750e+03, -3.5306280e+00, 1.9736449e+01, 1.6205772e+01, 6.7852539e-01 + 2.0239583e+03, -3.8386090e+00, 2.0062731e+01, 1.6224255e+01, 6.2131214e-01 + 2.0240417e+03, -4.4475164e+00, 2.1391811e+01, 1.6944229e+01, 6.2693101e-01 + 2.0241250e+03, -4.9868941e+00, 2.1232482e+01, 1.6245544e+01, 6.8652153e-01 + 2.0242083e+03, -3.9803047e+00, 2.1370021e+01, 1.7389702e+01, 7.7927029e-01 + 2.0242917e+03, -2.6921041e+00, 2.0680933e+01, 1.7988750e+01, 8.6448675e-01 + 2.0243750e+03, -1.1687356e+00, 1.8371990e+01, 1.7203239e+01, 8.8076681e-01 + 2.0244583e+03, -1.2322191e+00, 1.7701359e+01, 1.6469110e+01, 8.8245904e-01 + 2.0245417e+03, -1.5167991e+00, 1.6337965e+01, 1.4821094e+01, 7.7459091e-01 + 2.0246250e+03, -1.0114470e+00, 1.5865698e+01, 1.4854328e+01, 7.2312754e-01 + 2.0247083e+03, -1.3737358e+00, 1.6824352e+01, 1.5450516e+01, 6.6675395e-01 + 2.0247917e+03, -1.9541332e+00, 1.6339929e+01, 1.4385809e+01, 5.6540400e-01 + 2.0248750e+03, -2.3686247e+00, 1.8491384e+01, 1.6122849e+01, 7.1667755e-01 + 2.0249583e+03, -2.6477330e+00, 1.9687690e+01, 1.7039980e+01, 7.6461905e-01 diff --git a/data/hobbs_willis_amoc41N_tseries_v2025_01.txt b/data/hobbs_willis_amoc41N_tseries_v2025_01.txt deleted file mode 100644 index 6dd000e..0000000 --- a/data/hobbs_willis_amoc41N_tseries_v2025_01.txt +++ /dev/null @@ -1,305 +0,0 @@ -% These files contain an estimate of the Atlantic Meridional Overturning Circulation (AMOC) volume and heat transports, computed using observations of -% temperature, salinity and subsurface velocity from the Argo array of profiling floats (DOI: 10.17882/42182#116315), and satellite-based observations -% of sea level from altimetry (DOI: 10.48670/moi-00148 and DOI: 10.48670/moi-00149). The estimates are computed using the techniques of Willis (2010) -% and Hobbs and Willis (2012). In addition, estimates of wind stress at the surface were estimated from European Center for Medium Range Weather -% Forecast, ERA5 analysis (DOI: 10.24381/cds.143582cf). -% -% Note that in all files, although there are 12 time-steps per year, each time step represents a 3-month average, so the time series is over sampled. -% -%If you use these data please cite: -% -%Willis, J. K., and Hobbs, W. R., Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations. Dataset access [YYYY-MM-DD] at 10.5281/zenodo.8170366. -% -%References & Acknowledgements: -% -%Hobbs, W. R., and J. K. Willis (2012), Midlatitude North Atlantic heat transport: A time series based on satellite and drifter data. J. Geophys. Res., 117, -%C01008, doi:10.1029/2011JC007039. -% -%Willis, J. K. (2010), Can in situ floats and satellite altimeters detect long-term changes in Atlantic Ocean overturning?, Geophys. Res. Lett., 37, -%L06602, doi:10.1029/2010GL042372. http://www.agu.org/pubs/crossref/2010/2010GL042372.shtml -% -%This study has been conducted using E.U. Copernicus Marine Service Information; https://doi.org/10.48670/moi-00149 and https://doi.org/10.48670/moi-00148 -% -% -%Column 1: Decimal year -%Column 2: Ekman Volume Transport (Sverdrups) -%Column 3: Northward Geostrophic Transport (Sverdrups) -%Column 4: Meridional Overturning Volume Transport (Sverdrups) -%Column 5: Meridional Overturning Heat Transport (PetaWatts) -% Year, Ekman (Sv), Geos (Sv), MOC (Sv), MOC (PW) - 2.0020417e+03, -6.4954948e+00, 1.4949757e+01, 8.4544582e+00, 2.1517599e-01 - 2.0021250e+03, -6.5875893e+00, 1.6141646e+01, 9.5541582e+00, 2.4317084e-01 - 2.0022083e+03, -3.6611505e+00, 1.6584530e+01, 1.2923428e+01, 4.1532549e-01 - 2.0022917e+03, -3.5963757e+00, 1.5515046e+01, 1.1918749e+01, 3.7791634e-01 - 2.0023750e+03, -2.7942011e+00, 1.3092672e+01, 1.0298446e+01, 3.2360378e-01 - 2.0024583e+03, -2.3219855e+00, 1.1337388e+01, 9.0152760e+00, 2.9345599e-01 - 2.0025417e+03, -1.1605530e+00, 1.1718497e+01, 1.0557974e+01, 3.9537308e-01 - 2.0026250e+03, -9.5918268e-01, 1.2738862e+01, 1.1779565e+01, 4.1176602e-01 - 2.0027083e+03, -1.4646028e+00, 1.3842158e+01, 1.2377447e+01, 4.1881782e-01 - 2.0027917e+03, -4.1823730e+00, 1.4181362e+01, 9.9989042e+00, 2.2902927e-01 - 2.0028750e+03, -6.2860465e+00, 1.6774866e+01, 1.0488682e+01, 3.1578532e-01 - 2.0029583e+03, -7.3537436e+00, 1.6200721e+01, 8.8470097e+00, 2.9186732e-01 - 2.0030417e+03, -7.1925745e+00, 1.6533999e+01, 9.3415022e+00, 2.9147285e-01 - 2.0031250e+03, -5.7489190e+00, 1.5316821e+01, 9.5679951e+00, 2.5148055e-01 - 2.0032083e+03, -4.3985133e+00, 1.5902418e+01, 1.1503904e+01, 3.4719604e-01 - 2.0032917e+03, -2.2807558e+00, 1.4952741e+01, 1.2672070e+01, 4.3927690e-01 - 2.0033750e+03, -2.1775944e+00, 1.2353834e+01, 1.0176186e+01, 4.2539290e-01 - 2.0034583e+03, -2.0121002e+00, 1.3186684e+01, 1.1174625e+01, 5.1454377e-01 - 2.0035417e+03, -1.9308645e+00, 1.4246934e+01, 1.2315988e+01, 5.9803933e-01 - 2.0036250e+03, -9.8694956e-01, 1.5518877e+01, 1.4531829e+01, 7.1635544e-01 - 2.0037083e+03, -4.2306519e-01, 1.5041257e+01, 1.4618120e+01, 7.0752662e-01 - 2.0037917e+03, -1.3529469e+00, 1.5040830e+01, 1.3687828e+01, 5.6281143e-01 - 2.0038750e+03, -2.1536760e+00, 1.4839844e+01, 1.2686217e+01, 4.2209971e-01 - 2.0039583e+03, -4.8775983e+00, 1.5908992e+01, 1.1031380e+01, 3.3764160e-01 - 2.0040417e+03, -4.8210754e+00, 1.6913140e+01, 1.2091988e+01, 3.2871157e-01 - 2.0041250e+03, -5.0023489e+00, 1.7980679e+01, 1.2978385e+01, 3.3734876e-01 - 2.0042083e+03, -2.8689337e+00, 1.7399590e+01, 1.4530662e+01, 4.8585206e-01 - 2.0042917e+03, -1.8224452e+00, 1.6559646e+01, 1.4737151e+01, 4.9700823e-01 - 2.0043750e+03, -1.3992858e+00, 1.5215698e+01, 1.3816333e+01, 5.2133656e-01 - 2.0044583e+03, -1.1617343e+00, 1.3822535e+01, 1.2660814e+01, 4.2230561e-01 - 2.0045417e+03, -1.6297473e+00, 1.4439270e+01, 1.2809570e+01, 4.4039628e-01 - 2.0046250e+03, -1.2144816e+00, 1.6316861e+01, 1.5102288e+01, 6.0546368e-01 - 2.0047083e+03, -6.0945165e-01, 1.7029744e+01, 1.6420179e+01, 7.3322284e-01 - 2.0047917e+03, 1.3337953e-01, 1.6336537e+01, 1.6470001e+01, 7.6294512e-01 - 2.0048750e+03, -3.1807479e-01, 1.5988101e+01, 1.5669866e+01, 6.4067382e-01 - 2.0049583e+03, -1.1677115e+00, 1.6915124e+01, 1.5747412e+01, 6.8182552e-01 - 2.0050417e+03, -3.6791188e-01, 1.6059337e+01, 1.5691414e+01, 6.2283683e-01 - 2.0051250e+03, -1.1854179e+00, 1.5908264e+01, 1.4722810e+01, 5.1536226e-01 - 2.0052083e+03, -9.3072224e-01, 1.6746512e+01, 1.5815833e+01, 5.4972148e-01 - 2.0052917e+03, -2.0178967e+00, 1.6971501e+01, 1.4953447e+01, 5.3914565e-01 - 2.0053750e+03, -1.0077960e+00, 1.6498385e+01, 1.5490616e+01, 5.7915914e-01 - 2.0054583e+03, -9.5593441e-01, 1.4429834e+01, 1.3473962e+01, 5.0085974e-01 - 2.0055417e+03, -7.7619988e-01, 1.4007329e+01, 1.3231158e+01, 4.9295542e-01 - 2.0056250e+03, -7.0927662e-01, 1.4133549e+01, 1.3424230e+01, 5.0270176e-01 - 2.0057083e+03, -1.8656368e+00, 1.2629102e+01, 1.0763455e+01, 3.1286970e-01 - 2.0057917e+03, -2.0970585e+00, 1.3193885e+01, 1.1096832e+01, 3.0836672e-01 - 2.0058750e+03, -2.3359628e+00, 1.4915279e+01, 1.2579337e+01, 4.0807262e-01 - 2.0059583e+03, -2.5108597e+00, 1.7072523e+01, 1.4561620e+01, 5.1417041e-01 - 2.0060417e+03, -3.8210435e+00, 1.6209817e+01, 1.2388754e+01, 3.5796511e-01 - 2.0061250e+03, -5.2665529e+00, 1.5478813e+01, 1.0212206e+01, 2.1991977e-01 - 2.0062083e+03, -3.6347661e+00, 1.5826107e+01, 1.2191459e+01, 3.1967872e-01 - 2.0062917e+03, -2.4974914e+00, 1.5914144e+01, 1.3416823e+01, 3.3812398e-01 - 2.0063750e+03, -7.1329564e-01, 1.5697666e+01, 1.4984286e+01, 4.2834246e-01 - 2.0064583e+03, -1.4989345e+00, 1.5818364e+01, 1.4319400e+01, 4.3357372e-01 - 2.0065417e+03, -1.0502880e+00, 1.4043944e+01, 1.2993609e+01, 4.4606134e-01 - 2.0066250e+03, -1.7215155e+00, 1.4634794e+01, 1.2913270e+01, 4.2846003e-01 - 2.0067083e+03, -2.0590084e+00, 1.5359968e+01, 1.3301039e+01, 4.5124483e-01 - 2.0067917e+03, -2.6103120e+00, 1.6292368e+01, 1.3682017e+01, 4.4587988e-01 - 2.0068750e+03, -4.1291094e+00, 1.6965891e+01, 1.2836806e+01, 4.2806974e-01 - 2.0069583e+03, -4.6001458e+00, 1.6825222e+01, 1.2225002e+01, 4.2646879e-01 - 2.0070417e+03, -7.1899662e+00, 1.6433237e+01, 9.2431078e+00, 2.9109195e-01 - 2.0071250e+03, -6.0820589e+00, 1.7101762e+01, 1.1019683e+01, 3.4309730e-01 - 2.0072083e+03, -5.1659017e+00, 1.7461449e+01, 1.2295656e+01, 3.0790943e-01 - 2.0072917e+03, -2.7988119e+00, 1.7789761e+01, 1.4990932e+01, 3.6986756e-01 - 2.0073750e+03, -2.1573296e+00, 1.7082028e+01, 1.4924506e+01, 3.6938652e-01 - 2.0074583e+03, -2.2126930e+00, 1.4983619e+01, 1.2770976e+01, 3.3927450e-01 - 2.0075417e+03, -1.5465754e+00, 1.6461372e+01, 1.4914699e+01, 5.7570171e-01 - 2.0076250e+03, -9.6192968e-01, 1.6203652e+01, 1.5241802e+01, 6.7277122e-01 - 2.0077083e+03, -9.7511452e-01, 1.7827783e+01, 1.6852795e+01, 7.0393550e-01 - 2.0077917e+03, -4.5040163e-01, 1.6493261e+01, 1.6042791e+01, 6.7347127e-01 - 2.0078750e+03, -2.1835413e+00, 1.4688385e+01, 1.2504866e+01, 4.6350858e-01 - 2.0079583e+03, -3.2482433e+00, 1.5085128e+01, 1.1837028e+01, 3.6961523e-01 - 2.0080417e+03, -4.9367156e+00, 1.5261021e+01, 1.0324342e+01, 3.1556574e-01 - 2.0081250e+03, -4.0682397e+00, 1.5257966e+01, 1.1189606e+01, 3.1790113e-01 - 2.0082083e+03, -2.7154005e+00, 1.5459233e+01, 1.2744072e+01, 3.4311098e-01 - 2.0082917e+03, -2.1393552e+00, 1.5451094e+01, 1.3311697e+01, 3.8392982e-01 - 2.0083750e+03, -1.6062784e+00, 1.5762120e+01, 1.4156025e+01, 4.7061515e-01 - 2.0084583e+03, -1.6418997e+00, 1.5883332e+01, 1.4241330e+01, 4.9692771e-01 - 2.0085417e+03, -1.4917113e+00, 1.5437634e+01, 1.3945926e+01, 4.6725863e-01 - 2.0086250e+03, -7.1849114e-01, 1.7497800e+01, 1.6779444e+01, 6.5100539e-01 - 2.0087083e+03, -5.7252902e-01, 1.6180522e+01, 1.5607946e+01, 6.5409237e-01 - 2.0087917e+03, 5.0659120e-01, 1.5347401e+01, 1.5854044e+01, 7.1907580e-01 - 2.0088750e+03, -1.0633348e+00, 1.3611684e+01, 1.2548558e+01, 5.7081348e-01 - 2.0089583e+03, -3.9215865e+00, 1.4605285e+01, 1.0683774e+01, 4.5351687e-01 - 2.0090417e+03, -6.2062435e+00, 1.4285902e+01, 8.0795717e+00, 2.2886582e-01 - 2.0091250e+03, -4.9734097e+00, 1.4192355e+01, 9.2190275e+00, 2.3713212e-01 - 2.0092083e+03, -2.7801895e+00, 1.4422513e+01, 1.1642508e+01, 3.8265985e-01 - 2.0092917e+03, -1.3434813e+00, 1.4425399e+01, 1.3081905e+01, 4.3791273e-01 - 2.0093750e+03, -1.8793209e+00, 1.3738945e+01, 1.1859503e+01, 4.2751461e-01 - 2.0094583e+03, -1.4842317e+00, 1.4291949e+01, 1.2807707e+01, 5.4701346e-01 - 2.0095417e+03, -1.7347155e+00, 1.4601667e+01, 1.2867014e+01, 5.2036214e-01 - 2.0096250e+03, -1.4698629e+00, 1.4855725e+01, 1.3385873e+01, 5.3854007e-01 - 2.0097083e+03, -2.2726898e+00, 1.2084470e+01, 9.8118591e+00, 2.7606964e-01 - 2.0097917e+03, -3.3308733e+00, 7.2109831e+00, 3.8801131e+00, -4.0985800e-02 - 2.0098750e+03, -4.6364284e+00, 7.4519245e+00, 2.8154755e+00, -7.1467184e-02 - 2.0099583e+03, -4.9093781e+00, 1.0106495e+01, 5.1970639e+00, 1.2242965e-01 - 2.0100417e+03, -5.4946647e+00, 1.5068179e+01, 9.5735741e+00, 3.1771082e-01 - 2.0101250e+03, -4.3687577e+00, 1.5559698e+01, 1.1190864e+01, 4.1171074e-01 - 2.0102083e+03, -2.9517040e+00, 1.5574726e+01, 1.2623024e+01, 4.9317285e-01 - 2.0102917e+03, -1.6423802e+00, 1.5724153e+01, 1.4081834e+01, 5.1149195e-01 - 2.0103750e+03, -1.9923569e+00, 1.4317106e+01, 1.2324697e+01, 4.2337266e-01 - 2.0104583e+03, -2.2020011e+00, 1.4318242e+01, 1.2116245e+01, 4.4723657e-01 - 2.0105417e+03, -1.5469575e+00, 1.3730952e+01, 1.2183980e+01, 4.7638220e-01 - 2.0106250e+03, -1.1793140e+00, 1.3314100e+01, 1.2134763e+01, 4.1993991e-01 - 2.0107083e+03, -2.0710871e+00, 1.2172544e+01, 1.0101406e+01, 3.4292293e-01 - 2.0107917e+03, -1.7860761e+00, 1.1148353e+01, 9.3622742e+00, 3.1030479e-01 - 2.0108750e+03, -1.3487670e+00, 1.2095039e+01, 1.0746291e+01, 3.8289365e-01 - 2.0109583e+03, -1.8203528e+00, 1.3497607e+01, 1.1677274e+01, 4.0178132e-01 - 2.0110417e+03, -5.2738528e+00, 1.5421557e+01, 1.0147556e+01, 2.8878394e-01 - 2.0111250e+03, -5.6343608e+00, 1.5180174e+01, 9.5457964e+00, 2.4122469e-01 - 2.0112083e+03, -4.4854808e+00, 1.4875434e+01, 1.0389896e+01, 2.8046915e-01 - 2.0112917e+03, -5.9472424e-01, 1.4544175e+01, 1.3949507e+01, 4.5295906e-01 - 2.0113750e+03, -5.7897967e-01, 1.3455393e+01, 1.2876377e+01, 4.7815067e-01 - 2.0114583e+03, -5.1331079e-01, 1.4952052e+01, 1.4438694e+01, 6.4844775e-01 - 2.0115417e+03, -1.4916806e+00, 1.3549311e+01, 1.2057696e+01, 5.4476774e-01 - 2.0116250e+03, -1.7623662e+00, 1.3835598e+01, 1.2073226e+01, 4.8725653e-01 - 2.0117083e+03, -2.3105252e+00, 1.4245731e+01, 1.1935303e+01, 3.8950145e-01 - 2.0117917e+03, -3.4141428e+00, 1.4604552e+01, 1.1190357e+01, 2.5926623e-01 - 2.0118750e+03, -3.5424571e+00, 1.6730922e+01, 1.3188496e+01, 4.3506569e-01 - 2.0119583e+03, -3.4671500e+00, 1.6885887e+01, 1.3418724e+01, 5.3598881e-01 - 2.0120417e+03, -2.7917178e+00, 1.6714211e+01, 1.3922423e+01, 6.1680186e-01 - 2.0121250e+03, -3.3641574e+00, 1.5857057e+01, 1.2492918e+01, 4.6815360e-01 - 2.0122083e+03, -2.8087404e+00, 1.4543447e+01, 1.1734768e+01, 4.4445503e-01 - 2.0122917e+03, -2.0475838e+00, 1.4198745e+01, 1.2151154e+01, 4.8606843e-01 - 2.0123750e+03, -1.3209386e+00, 1.2338575e+01, 1.1017623e+01, 4.0705338e-01 - 2.0124583e+03, -1.3409873e+00, 1.2327680e+01, 1.0986619e+01, 4.0688238e-01 - 2.0125417e+03, -1.5610375e+00, 1.1871118e+01, 1.0309982e+01, 3.5338187e-01 - 2.0126250e+03, -5.3673202e-01, 1.2086242e+01, 1.1549540e+01, 4.1769791e-01 - 2.0127083e+03, -4.6981245e-01, 1.2743285e+01, 1.2273392e+01, 4.6068865e-01 - 2.0127917e+03, -3.8396907e-01, 1.3736683e+01, 1.3352662e+01, 5.6363231e-01 - 2.0128750e+03, -2.5533454e+00, 1.4972718e+01, 1.2419412e+01, 5.4443866e-01 - 2.0129583e+03, -4.6826196e+00, 1.4783127e+01, 1.0100538e+01, 3.5026452e-01 - 2.0130417e+03, -6.1402721e+00, 1.3151578e+01, 7.0112791e+00, 1.2286170e-01 - 2.0131250e+03, -5.0840759e+00, 1.3347976e+01, 8.2639799e+00, 1.3919240e-01 - 2.0132083e+03, -3.0331533e+00, 1.4342322e+01, 1.1309037e+01, 3.5454875e-01 - 2.0132917e+03, -1.0418845e+00, 1.5815565e+01, 1.4773790e+01, 4.9643540e-01 - 2.0133750e+03, -1.0125957e+00, 1.5312450e+01, 1.4299925e+01, 4.9181294e-01 - 2.0134583e+03, -9.0034956e-01, 1.4285069e+01, 1.3384713e+01, 4.9087611e-01 - 2.0135417e+03, -1.3256776e+00, 1.3067823e+01, 1.1742123e+01, 4.2160955e-01 - 2.0136250e+03, -1.0260068e+00, 1.3169101e+01, 1.2143081e+01, 4.1677344e-01 - 2.0137083e+03, -2.2036259e+00, 1.2809150e+01, 1.0605510e+01, 2.9240942e-01 - 2.0137917e+03, -2.4770236e+00, 1.2946924e+01, 1.0469932e+01, 2.9248285e-01 - 2.0138750e+03, -4.5342803e+00, 1.4477599e+01, 9.9433298e+00, 2.6476139e-01 - 2.0139583e+03, -6.1953278e+00, 1.5361630e+01, 9.1663618e+00, 2.4446873e-01 - 2.0140417e+03, -8.7929115e+00, 1.4479815e+01, 5.6869440e+00, 6.0221080e-02 - 2.0141250e+03, -7.5416946e+00, 1.3060814e+01, 5.5190897e+00, 1.1341667e-02 - 2.0142083e+03, -4.9697866e+00, 1.3486986e+01, 8.5171804e+00, 1.9505957e-01 - 2.0142917e+03, -2.3159685e+00, 1.5066167e+01, 1.2750242e+01, 4.0006009e-01 - 2.0143750e+03, -1.8165072e+00, 1.5187402e+01, 1.3370889e+01, 5.3480828e-01 - 2.0144583e+03, -1.4829943e+00, 1.4969110e+01, 1.3486075e+01, 4.7854847e-01 - 2.0145417e+03, -1.5062404e+00, 1.2794893e+01, 1.1288745e+01, 3.6949497e-01 - 2.0146250e+03, -9.9696112e-01, 1.2257004e+01, 1.1259994e+01, 3.7621900e-01 - 2.0147083e+03, -1.6348170e+00, 1.2622226e+01, 1.0987405e+01, 3.6246759e-01 - 2.0147917e+03, -3.1459563e+00, 1.5722771e+01, 1.2576760e+01, 4.5633760e-01 - 2.0148750e+03, -2.7296958e+00, 1.3419393e+01, 1.0689747e+01, 4.4294292e-01 - 2.0149583e+03, -3.3697896e+00, 1.3053697e+01, 9.6839542e+00, 3.9641744e-01 - 2.0150417e+03, -2.5306194e+00, 6.7531129e+00, 4.2225399e+00, 6.7115843e-02 - 2.0151250e+03, -4.3323307e+00, 9.9667717e+00, 5.6344366e+00, 8.0933288e-02 - 2.0152083e+03, -3.9865637e+00, 1.1950101e+01, 7.9636111e+00, 1.5252291e-01 - 2.0152917e+03, -3.1752362e+00, 1.5433799e+01, 1.2258618e+01, 3.2265028e-01 - 2.0153750e+03, -2.0371490e+00, 1.4759190e+01, 1.2722175e+01, 3.9375830e-01 - 2.0154583e+03, -1.5680375e+00, 1.3432480e+01, 1.1864498e+01, 4.4031307e-01 - 2.0155417e+03, -1.5193378e+00, 1.3998550e+01, 1.2479254e+01, 5.6154066e-01 - 2.0156250e+03, -1.5105280e+00, 1.0938834e+01, 9.4282703e+00, 4.1881728e-01 - 2.0157083e+03, -1.3461958e+00, 1.0957252e+01, 9.6109304e+00, 4.6199957e-01 - 2.0157917e+03, -1.8747326e+00, 1.0765009e+01, 8.8903465e+00, 3.6997768e-01 - 2.0158750e+03, -4.3074632e+00, 1.3938613e+01, 9.6311445e+00, 3.1277534e-01 - 2.0159583e+03, -5.9612155e+00, 1.5467495e+01, 9.5063162e+00, 3.1441548e-01 - 2.0160417e+03, -6.7351174e+00, 1.7298425e+01, 1.0563398e+01, 4.1748533e-01 - 2.0161250e+03, -5.2215161e+00, 1.6355488e+01, 1.1133985e+01, 4.4797689e-01 - 2.0162083e+03, -3.5841179e+00, 1.5144971e+01, 1.1560957e+01, 4.2003009e-01 - 2.0162917e+03, -3.0980117e+00, 1.4727963e+01, 1.1630005e+01, 3.8173294e-01 - 2.0163750e+03, -2.4829168e+00, 1.5379809e+01, 1.2896992e+01, 4.9735883e-01 - 2.0164583e+03, -2.3552127e+00, 1.5647532e+01, 1.3292311e+01, 5.3438359e-01 - 2.0165417e+03, -1.5742210e+00, 1.3491424e+01, 1.1917194e+01, 5.3367865e-01 - 2.0166250e+03, -1.5122993e+00, 1.0162561e+01, 8.6503305e+00, 3.9202139e-01 - 2.0167083e+03, -1.1113456e+00, 9.0696358e+00, 7.9582787e+00, 3.4065405e-01 - 2.0167917e+03, -9.1575056e-01, 9.8817961e+00, 8.9660120e+00, 4.5702326e-01 - 2.0168750e+03, -2.2361908e+00, 1.1326275e+01, 9.0899506e+00, 4.8533130e-01 - 2.0169583e+03, -3.2543514e+00, 1.4236146e+01, 1.0981780e+01, 5.2727813e-01 - 2.0170417e+03, -5.5352945e+00, 1.5610390e+01, 1.0075070e+01, 3.9631462e-01 - 2.0171250e+03, -5.8926253e+00, 1.7508253e+01, 1.1615682e+01, 3.3272037e-01 - 2.0172083e+03, -4.7223039e+00, 1.7588283e+01, 1.2865886e+01, 3.8224620e-01 - 2.0172917e+03, -3.4292448e+00, 1.5756569e+01, 1.2327434e+01, 4.2702392e-01 - 2.0173750e+03, -1.9648068e+00, 1.6246077e+01, 1.4281125e+01, 5.9308988e-01 - 2.0174583e+03, -2.6613767e+00, 1.3112761e+01, 1.0451395e+01, 3.9981824e-01 - 2.0175417e+03, -1.8046157e+00, 1.3612098e+01, 1.1807463e+01, 4.1977024e-01 - 2.0176250e+03, -1.4523444e+00, 1.2569398e+01, 1.1117067e+01, 3.1553486e-01 - 2.0177083e+03, -1.6798816e+00, 1.5046103e+01, 1.3366234e+01, 5.3046441e-01 - 2.0177917e+03, -1.5072569e+00, 1.4177237e+01, 1.2670107e+01, 5.1742059e-01 - 2.0178750e+03, -2.5431080e+00, 1.3949303e+01, 1.1406189e+01, 4.4222003e-01 - 2.0179583e+03, -3.6022172e+00, 1.4734483e+01, 1.1132256e+01, 5.0776523e-01 - 2.0180417e+03, -4.7251253e+00, 1.5653230e+01, 1.0928072e+01, 4.8758349e-01 - 2.0181250e+03, -4.4477353e+00, 1.5919614e+01, 1.1471808e+01, 3.9488736e-01 - 2.0182083e+03, -4.5297236e+00, 1.5490956e+01, 1.0961326e+01, 3.9488253e-01 - 2.0182917e+03, -3.9065285e+00, 1.4970347e+01, 1.1063772e+01, 4.2531183e-01 - 2.0183750e+03, -3.2200928e+00, 1.5135379e+01, 1.1915334e+01, 5.2063704e-01 - 2.0184583e+03, -1.5983487e+00, 1.2277454e+01, 1.0679227e+01, 4.1408560e-01 - 2.0185417e+03, -1.1632420e+00, 1.3444027e+01, 1.2280638e+01, 5.2246398e-01 - 2.0186250e+03, -1.7442858e-01, 1.4213201e+01, 1.4038677e+01, 7.1935922e-01 - 2.0187083e+03, -3.2013130e-01, 1.4719349e+01, 1.4399128e+01, 7.1392018e-01 - 2.0187917e+03, -3.2176528e+00, 1.3703283e+01, 1.0485516e+01, 5.2250665e-01 - 2.0188750e+03, -5.8582902e+00, 1.3953020e+01, 8.0946808e+00, 4.2833480e-01 - 2.0189583e+03, -5.9785790e+00, 1.5987784e+01, 1.0009040e+01, 5.4195505e-01 - 2.0190417e+03, -6.0413637e+00, 1.5839590e+01, 9.7982721e+00, 4.1895580e-01 - 2.0191250e+03, -4.5111160e+00, 1.5505554e+01, 1.0994467e+01, 3.3995336e-01 - 2.0192083e+03, -5.4880848e+00, 1.4698199e+01, 9.2101641e+00, 2.3592538e-01 - 2.0192917e+03, -3.3442163e+00, 1.4929464e+01, 1.1585084e+01, 3.8662168e-01 - 2.0193750e+03, -3.1806381e+00, 1.3786204e+01, 1.0605463e+01, 3.6680686e-01 - 2.0194583e+03, -2.2614737e+00, 1.4878624e+01, 1.2617218e+01, 5.2645296e-01 - 2.0195417e+03, -1.5804584e+00, 1.5714205e+01, 1.4133740e+01, 6.6535324e-01 - 2.0196250e+03, -1.2786376e+00, 1.7154540e+01, 1.5875834e+01, 7.3869681e-01 - 2.0197083e+03, -9.7724342e-01, 1.5587057e+01, 1.4609928e+01, 5.9316665e-01 - 2.0197917e+03, -2.3460767e+00, 1.4977148e+01, 1.2631057e+01, 4.5433238e-01 - 2.0198750e+03, -4.8682914e+00, 1.4376554e+01, 9.5082855e+00, 2.6323614e-01 - 2.0199583e+03, -6.1115527e+00, 1.5805155e+01, 9.6935940e+00, 4.2216897e-01 - 2.0200417e+03, -6.3299885e+00, 1.6186161e+01, 9.8561916e+00, 4.6027017e-01 - 2.0201250e+03, -4.4176073e+00, 1.6151494e+01, 1.1733910e+01, 4.9462023e-01 - 2.0202083e+03, -3.4303596e+00, 1.4908197e+01, 1.1477832e+01, 4.5597252e-01 - 2.0202917e+03, -2.6885240e+00, 1.6956504e+01, 1.4268092e+01, 5.6452835e-01 - 2.0203750e+03, -2.1436338e+00, 1.8214816e+01, 1.6071100e+01, 6.6546869e-01 - 2.0204583e+03, -1.8249036e+00, 1.3860300e+01, 1.2035387e+01, 4.8575920e-01 - 2.0205417e+03, -1.1624335e+00, 1.2415084e+01, 1.1252702e+01, 4.9043748e-01 - 2.0206250e+03, -6.0374564e-01, 1.1048996e+01, 1.0445126e+01, 5.0320911e-01 - 2.0207083e+03, -7.7349669e-01, 1.3312414e+01, 1.2538871e+01, 5.9944588e-01 - 2.0207917e+03, -9.9401671e-01, 1.3579086e+01, 1.2584994e+01, 4.9779531e-01 - 2.0208750e+03, -2.8638361e+00, 1.6223758e+01, 1.3359922e+01, 5.7300770e-01 - 2.0209583e+03, -3.6583788e+00, 1.6318107e+01, 1.2659778e+01, 5.9312749e-01 - 2.0210417e+03, -6.6009965e+00, 1.4686650e+01, 8.0855989e+00, 2.3118185e-01 - 2.0211250e+03, -6.2894063e+00, 1.3363176e+01, 7.0738106e+00, 1.2095299e-01 - 2.0212083e+03, -5.2118359e+00, 1.4871563e+01, 9.6597128e+00, 2.0545836e-01 - 2.0212917e+03, -2.5993237e+00, 1.6346186e+01, 1.3747001e+01, 4.9627489e-01 - 2.0213750e+03, -1.8384050e+00, 1.6673951e+01, 1.4835659e+01, 5.6892210e-01 - 2.0214583e+03, -2.3164713e+00, 1.5489945e+01, 1.3173529e+01, 5.3487754e-01 - 2.0215417e+03, -1.7464505e+00, 1.3836891e+01, 1.2090450e+01, 5.1981133e-01 - 2.0216250e+03, -1.4536710e+00, 1.3017607e+01, 1.1563882e+01, 4.6521315e-01 - 2.0217083e+03, -1.6540754e+00, 1.1802143e+01, 1.0148113e+01, 3.4841245e-01 - 2.0217917e+03, -8.9538074e-01, 1.0510106e+01, 9.6147499e+00, 3.9635858e-01 - 2.0218750e+03, -3.0243196e+00, 1.2963871e+01, 9.9394894e+00, 4.6153289e-01 - 2.0219583e+03, -2.6340873e+00, 1.3939016e+01, 1.1304920e+01, 5.3112477e-01 - 2.0220417e+03, -4.0650592e+00, 1.8530716e+01, 1.4465663e+01, 6.3987392e-01 - 2.0221250e+03, -3.8318727e+00, 1.7317725e+01, 1.3485701e+01, 6.2823343e-01 - 2.0222083e+03, -4.4621711e+00, 1.7137477e+01, 1.2675275e+01, 4.9186340e-01 - 2.0222917e+03, -3.6037858e+00, 1.4891827e+01, 1.1287981e+01, 4.6992150e-01 - 2.0223750e+03, -1.9185597e+00, 1.4614646e+01, 1.2696088e+01, 6.3789874e-01 - 2.0224583e+03, -1.1389612e+00, 1.4887162e+01, 1.3748298e+01, 6.9266707e-01 - 2.0225417e+03, -9.7275054e-01, 1.6122938e+01, 1.5150225e+01, 7.5457639e-01 - 2.0226250e+03, -1.1206017e+00, 1.6158159e+01, 1.5037550e+01, 6.7330056e-01 - 2.0227083e+03, -1.3183901e+00, 1.5132964e+01, 1.3814566e+01, 5.0145888e-01 - 2.0227917e+03, -3.7068315e+00, 1.4755509e+01, 1.1048730e+01, 3.3305806e-01 - 2.0228750e+03, -4.2463336e+00, 1.3666392e+01, 9.4200258e+00, 2.6757178e-01 - 2.0229583e+03, -4.9598470e+00, 1.6216400e+01, 1.1256584e+01, 4.3228257e-01 - 2.0230417e+03, -3.7512622e+00, 1.5607145e+01, 1.1855842e+01, 5.2047324e-01 - 2.0231250e+03, -5.2012186e+00, 1.4856403e+01, 9.6553497e+00, 3.9572379e-01 - 2.0232083e+03, -5.3439655e+00, 1.4458032e+01, 9.1141520e+00, 3.7403366e-01 - 2.0232917e+03, -4.3829041e+00, 1.6372965e+01, 1.1990137e+01, 4.7526497e-01 - 2.0233750e+03, -2.1572521e+00, 1.9172641e+01, 1.7015409e+01, 7.5028247e-01 - 2.0234583e+03, -1.0362560e+00, 1.9069866e+01, 1.8033550e+01, 8.9937365e-01 - 2.0235417e+03, -1.0596780e+00, 1.8736656e+01, 1.7676897e+01, 7.6702321e-01 - 2.0236250e+03, -1.0094997e+00, 1.9482441e+01, 1.8472860e+01, 8.3519185e-01 - 2.0237083e+03, -1.9073253e+00, 1.9929473e+01, 1.8022354e+01, 7.8512859e-01 - 2.0237917e+03, -2.6053455e+00, 1.9917935e+01, 1.7312559e+01, 7.7016175e-01 - 2.0238750e+03, -3.5306280e+00, 1.9736449e+01, 1.6205772e+01, 6.7852539e-01 - 2.0239583e+03, -3.8386090e+00, 2.0062731e+01, 1.6224255e+01, 6.2131214e-01 - 2.0240417e+03, -4.4475164e+00, 2.1391811e+01, 1.6944229e+01, 6.2693101e-01 - 2.0241250e+03, -4.9868941e+00, 2.1232482e+01, 1.6245544e+01, 6.8652153e-01 - 2.0242083e+03, -3.9803047e+00, 2.1370021e+01, 1.7389702e+01, 7.7927029e-01 - 2.0242917e+03, -2.6921041e+00, 2.0680933e+01, 1.7988750e+01, 8.6448675e-01 - 2.0243750e+03, -1.1687356e+00, 1.8371990e+01, 1.7203239e+01, 8.8076681e-01 - 2.0244583e+03, -1.2322191e+00, 1.7701359e+01, 1.6469110e+01, 8.8245904e-01 - 2.0245417e+03, -1.5167991e+00, 1.6337965e+01, 1.4821094e+01, 7.7459091e-01 - 2.0246250e+03, -1.0114470e+00, 1.5865698e+01, 1.4854328e+01, 7.2312754e-01 - 2.0247083e+03, -1.3737358e+00, 1.6824352e+01, 1.5450516e+01, 6.6675395e-01 - 2.0247917e+03, -1.9541332e+00, 1.6339929e+01, 1.4385809e+01, 5.6540400e-01 - 2.0248750e+03, -2.3686247e+00, 1.8491384e+01, 1.6122849e+01, 7.1667755e-01 - 2.0249583e+03, -2.6477330e+00, 1.9687690e+01, 1.7039980e+01, 7.6461905e-01 diff --git a/docs/source/_static/reports/2d_gridded_timeseries.png b/docs/source/_static/reports/2d_gridded_timeseries.png index 2ab9464..9f8ac48 100644 Binary files a/docs/source/_static/reports/2d_gridded_timeseries.png and b/docs/source/_static/reports/2d_gridded_timeseries.png differ diff --git a/docs/source/_static/reports/FBC_timeseries.png b/docs/source/_static/reports/FBC_timeseries.png index a3c20af..1b2b363 100644 Binary files a/docs/source/_static/reports/FBC_timeseries.png and b/docs/source/_static/reports/FBC_timeseries.png differ diff --git a/docs/source/_static/reports/FW2015_timeseries.png b/docs/source/_static/reports/FW2015_timeseries.png index e1c3d57..d97642b 100644 Binary files a/docs/source/_static/reports/FW2015_timeseries.png and b/docs/source/_static/reports/FW2015_timeseries.png differ diff --git a/docs/source/_static/reports/MOCHA_timeseries.png b/docs/source/_static/reports/MOCHA_timeseries.png new file mode 100644 index 0000000..bf640cc Binary files /dev/null and b/docs/source/_static/reports/MOCHA_timeseries.png differ diff --git a/docs/source/_static/reports/MOC_TotalAnomaly_and_constituents.asc_timeseries.png b/docs/source/_static/reports/MOC_TotalAnomaly_and_constituents.asc_timeseries.png index 6410418..edbf7ff 100644 Binary files a/docs/source/_static/reports/MOC_TotalAnomaly_and_constituents.asc_timeseries.png and b/docs/source/_static/reports/MOC_TotalAnomaly_and_constituents.asc_timeseries.png differ diff --git a/docs/source/_static/reports/NOAC47N_timeseries.png b/docs/source/_static/reports/NOAC47N_timeseries.png index ca29f84..acc1803 100644 Binary files a/docs/source/_static/reports/NOAC47N_timeseries.png and b/docs/source/_static/reports/NOAC47N_timeseries.png differ diff --git a/docs/source/_static/reports/OSNAP_MOC_MHT_MFT_TimeSeries_201408_202207_2025_timeseries.png b/docs/source/_static/reports/OSNAP_MOC_MHT_MFT_TimeSeries_201408_202207_2025_timeseries.png index 9e1c9c0..243df2c 100644 Binary files a/docs/source/_static/reports/OSNAP_MOC_MHT_MFT_TimeSeries_201408_202207_2025_timeseries.png and b/docs/source/_static/reports/OSNAP_MOC_MHT_MFT_TimeSeries_201408_202207_2025_timeseries.png differ diff --git a/docs/source/_static/reports/OSNAP_Streamfunction_201408_202207_2025_2d_gridded.png b/docs/source/_static/reports/OSNAP_Streamfunction_201408_202207_2025_2d_gridded.png index f196ae4..96b4ebb 100644 Binary files a/docs/source/_static/reports/OSNAP_Streamfunction_201408_202207_2025_2d_gridded.png and b/docs/source/_static/reports/OSNAP_Streamfunction_201408_202207_2025_2d_gridded.png differ diff --git a/docs/source/_static/reports/OS_MOVE_20000101-20221018_GRD_TEMPERATURE-SALINITY-AT-SITES-MOVE1-MOVE3_2d_gridded.png b/docs/source/_static/reports/OS_MOVE_20000101-20221018_GRD_TEMPERATURE-SALINITY-AT-SITES-MOVE1-MOVE3_2d_gridded.png index f8de588..d5b89ba 100644 Binary files a/docs/source/_static/reports/OS_MOVE_20000101-20221018_GRD_TEMPERATURE-SALINITY-AT-SITES-MOVE1-MOVE3_2d_gridded.png and b/docs/source/_static/reports/OS_MOVE_20000101-20221018_GRD_TEMPERATURE-SALINITY-AT-SITES-MOVE1-MOVE3_2d_gridded.png differ diff --git a/docs/source/_static/reports/OS_MOVE_20000101-20221021_GRD_CURRENTS-AT-SITES-MOVE3-MOVE4_2d_gridded.png b/docs/source/_static/reports/OS_MOVE_20000101-20221021_GRD_CURRENTS-AT-SITES-MOVE3-MOVE4_2d_gridded.png index 9fbd7d4..e45087c 100644 Binary files a/docs/source/_static/reports/OS_MOVE_20000101-20221021_GRD_CURRENTS-AT-SITES-MOVE3-MOVE4_2d_gridded.png and b/docs/source/_static/reports/OS_MOVE_20000101-20221021_GRD_CURRENTS-AT-SITES-MOVE3-MOVE4_2d_gridded.png differ diff --git a/docs/source/_static/reports/OS_MOVE_20000206-20221014_DPR_VOLUMETRANSPORT_timeseries.png b/docs/source/_static/reports/OS_MOVE_20000206-20221014_DPR_VOLUMETRANSPORT_timeseries.png index f145649..ec697aa 100644 Binary files a/docs/source/_static/reports/OS_MOVE_20000206-20221014_DPR_VOLUMETRANSPORT_timeseries.png and b/docs/source/_static/reports/OS_MOVE_20000206-20221014_DPR_VOLUMETRANSPORT_timeseries.png differ diff --git a/docs/source/_static/reports/Q_ARGO_obs_dens_2000depth_ERA5_2d_gridded.png b/docs/source/_static/reports/Q_ARGO_obs_dens_2000depth_ERA5_2d_gridded.png index cd2ee66..090388f 100644 Binary files a/docs/source/_static/reports/Q_ARGO_obs_dens_2000depth_ERA5_2d_gridded.png and b/docs/source/_static/reports/Q_ARGO_obs_dens_2000depth_ERA5_2d_gridded.png differ diff --git a/docs/source/_static/reports/RAPID 2d_gridded.nc_timeseries.png b/docs/source/_static/reports/RAPID 2d_gridded.nc_timeseries.png new file mode 100644 index 0000000..900ffc9 Binary files /dev/null and b/docs/source/_static/reports/RAPID 2d_gridded.nc_timeseries.png differ diff --git a/docs/source/_static/reports/RAPID Transport_timeseries.png b/docs/source/_static/reports/RAPID Transport_timeseries.png new file mode 100644 index 0000000..fd3608f Binary files /dev/null and b/docs/source/_static/reports/RAPID Transport_timeseries.png differ diff --git a/docs/source/_static/reports/RAPID meridional_transports.nc_timeseries.png b/docs/source/_static/reports/RAPID meridional_transports.nc_timeseries.png new file mode 100644 index 0000000..16809cd Binary files /dev/null and b/docs/source/_static/reports/RAPID meridional_transports.nc_timeseries.png differ diff --git a/docs/source/_static/reports/RAPID moc_transports.nc_timeseries.png b/docs/source/_static/reports/RAPID moc_transports.nc_timeseries.png new file mode 100644 index 0000000..f980505 Binary files /dev/null and b/docs/source/_static/reports/RAPID moc_transports.nc_timeseries.png differ diff --git a/docs/source/_static/reports/Upper_Abyssal_Transport_Anomalies.txt_timeseries.png b/docs/source/_static/reports/Upper_Abyssal_Transport_Anomalies.txt_timeseries.png index 6e6c290..f9fa7b7 100644 Binary files a/docs/source/_static/reports/Upper_Abyssal_Transport_Anomalies.txt_timeseries.png and b/docs/source/_static/reports/Upper_Abyssal_Transport_Anomalies.txt_timeseries.png differ diff --git a/docs/source/_static/reports/ZHENG2024_2d_gridded.png b/docs/source/_static/reports/ZHENG2024_2d_gridded.png index 84e61bb..c979f87 100644 Binary files a/docs/source/_static/reports/ZHENG2024_2d_gridded.png and b/docs/source/_static/reports/ZHENG2024_2d_gridded.png differ diff --git a/docs/source/_static/reports/dso_timeseries.png b/docs/source/_static/reports/dso_timeseries.png index 48ca592..446c7d9 100644 Binary files a/docs/source/_static/reports/dso_timeseries.png and b/docs/source/_static/reports/dso_timeseries.png differ diff --git a/docs/source/_static/reports/hobbs_willis_amoc41N_tseries.txt_timeseries.png b/docs/source/_static/reports/hobbs_willis_amoc41N_tseries.txt_timeseries.png index 83d12f0..6ca7b6b 100644 Binary files a/docs/source/_static/reports/hobbs_willis_amoc41N_tseries.txt_timeseries.png and b/docs/source/_static/reports/hobbs_willis_amoc41N_tseries.txt_timeseries.png differ diff --git a/docs/source/_static/reports/meridional_transports_2d_gridded.png b/docs/source/_static/reports/meridional_transports_2d_gridded.png index 575f81a..6ed17bc 100644 Binary files a/docs/source/_static/reports/meridional_transports_2d_gridded.png and b/docs/source/_static/reports/meridional_transports_2d_gridded.png differ diff --git a/docs/source/_static/reports/meridional_transports_timeseries.png b/docs/source/_static/reports/meridional_transports_timeseries.png new file mode 100644 index 0000000..c3fd67d Binary files /dev/null and b/docs/source/_static/reports/meridional_transports_timeseries.png differ diff --git a/docs/source/_static/reports/moc_transports_timeseries.png b/docs/source/_static/reports/moc_transports_timeseries.png index 60c22cb..12a2818 100644 Binary files a/docs/source/_static/reports/moc_transports_timeseries.png and b/docs/source/_static/reports/moc_transports_timeseries.png differ diff --git a/docs/source/_static/reports/moc_vertical_2d_gridded.png b/docs/source/_static/reports/moc_vertical_2d_gridded.png index 938f3fe..9ca07f8 100644 Binary files a/docs/source/_static/reports/moc_vertical_2d_gridded.png and b/docs/source/_static/reports/moc_vertical_2d_gridded.png differ diff --git a/docs/source/_static/reports/mocha_2d_gridded.png b/docs/source/_static/reports/mocha_2d_gridded.png index 947da2b..c7d8f6e 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/_static/reports/move_timeseries.png b/docs/source/_static/reports/move_timeseries.png new file mode 100644 index 0000000..1f6b59c Binary files /dev/null and b/docs/source/_static/reports/move_timeseries.png differ diff --git a/docs/source/_static/reports/osnap_timeseries.png b/docs/source/_static/reports/osnap_timeseries.png new file mode 100644 index 0000000..b92814b Binary files /dev/null and b/docs/source/_static/reports/osnap_timeseries.png differ diff --git a/docs/source/_static/reports/rapid26n_timeseries.png b/docs/source/_static/reports/rapid26n_timeseries.png new file mode 100644 index 0000000..e179b62 Binary files /dev/null and b/docs/source/_static/reports/rapid26n_timeseries.png differ diff --git a/docs/source/_static/reports/rapid_timeseries.png b/docs/source/_static/reports/rapid_timeseries.png index f5a1e69..97d81b7 100644 Binary files a/docs/source/_static/reports/rapid_timeseries.png and b/docs/source/_static/reports/rapid_timeseries.png differ diff --git a/docs/source/_static/reports/samba_timeseries.png b/docs/source/_static/reports/samba_timeseries.png new file mode 100644 index 0000000..bfdfb7b Binary files /dev/null and b/docs/source/_static/reports/samba_timeseries.png differ diff --git a/docs/source/_static/reports/trans_ARGO_ERA5_2d_gridded.png b/docs/source/_static/reports/trans_ARGO_ERA5_2d_gridded.png index 15dd14f..e1552b7 100644 Binary files a/docs/source/_static/reports/trans_ARGO_ERA5_2d_gridded.png and b/docs/source/_static/reports/trans_ARGO_ERA5_2d_gridded.png differ diff --git a/docs/source/_static/reports/ts_gridded_2d_gridded.png b/docs/source/_static/reports/ts_gridded_2d_gridded.png index 92c4e90..a58e3c1 100644 Binary files a/docs/source/_static/reports/ts_gridded_2d_gridded.png and b/docs/source/_static/reports/ts_gridded_2d_gridded.png differ diff --git a/docs/source/_static/reports/wh41n_timeseries.png b/docs/source/_static/reports/wh41n_timeseries.png new file mode 100644 index 0000000..23ece44 Binary files /dev/null and b/docs/source/_static/reports/wh41n_timeseries.png differ diff --git a/docs/source/reports/arcticgateway_report.rst b/docs/source/reports/arcticgateway_report.rst index 2c57207..833daee 100644 --- a/docs/source/reports/arcticgateway_report.rst +++ b/docs/source/reports/arcticgateway_report.rst @@ -160,7 +160,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-10-31T23:55:53Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: arcticgateway - **Product Version**: v0 - **Variable Mapping\***: {'time': 'TIME', 'depth': 'DEPTH', 'lon': 'LONGITUDE', 'lat': 'LATITUDE', 'v': 'VCUR'} @@ -334,7 +334,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-10-31T23:55:53Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: arcticgateway - **Product Version**: v0 - **Variable Mapping\***: {'time': 'TIME', 'depth': 'DEPTH', 'lon': 'LONGITUDE', 'lat': 'LATITUDE', 'v': 'VCUR'} @@ -508,7 +508,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-10-31T23:55:53Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: arcticgateway - **Product Version**: v0 - **Variable Mapping\***: {'time': 'TIME', 'depth': 'DEPTH', 'lon': 'LONGITUDE', 'lat': 'LATITUDE', 'v': 'VCUR'} @@ -682,7 +682,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-10-31T23:55:53Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: arcticgateway - **Product Version**: v0 - **Variable Mapping\***: {'time': 'TIME', 'depth': 'DEPTH', 'lon': 'LONGITUDE', 'lat': 'LATITUDE', 'v': 'VCUR'} diff --git a/docs/source/reports/calafat2025_report.rst b/docs/source/reports/calafat2025_report.rst index 2c56d97..a74c3f9 100644 --- a/docs/source/reports/calafat2025_report.rst +++ b/docs/source/reports/calafat2025_report.rst @@ -139,7 +139,7 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: https://zenodo.org/records/16640426 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: calafat2025 - **Variable Mapping\***: {'time': 'TIME', 'latitude': 'LATITUDE', 'mht': 'MHT', 'htc': 'HTC'} - **Original Variable Metadata\***: [Complex metadata structure - 4 items] diff --git a/docs/source/reports/dso_report.rst b/docs/source/reports/dso_report.rst index 5c11270..2cd42a9 100644 --- a/docs/source/reports/dso_report.rst +++ b/docs/source/reports/dso_report.rst @@ -31,7 +31,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/dso_timeseries.png +.. figure:: ../_static/reports/DSO_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -167,9 +167,9 @@ 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; 2026-02-11T07:41:26Z 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; 2026-02-10T09:27:28Z 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 Version**: v0.2.0 - **Processing Datasource\***: dso - **Format Version**: 1.3 - **Variable Mapping\***: {'DSO_tr': 'TRANS_DSO'} diff --git a/docs/source/reports/fbc_report.rst b/docs/source/reports/fbc_report.rst index 06b7a44..5ffe298 100644 --- a/docs/source/reports/fbc_report.rst +++ b/docs/source/reports/fbc_report.rst @@ -29,7 +29,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/fbc_timeseries.png +.. figure:: ../_static/reports/FBC_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -120,7 +120,7 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: https://envofar.fo/var/ftp/Timeseries/FBC_overflow_transport.txt - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: fbc - **Variable Mapping\***: {'Flux': 'TRANS_FBC'} - **Original Variable Metadata\***: [Complex metadata structure - 3 items] diff --git a/docs/source/reports/fw2015_report.rst b/docs/source/reports/fw2015_report.rst index 24af8aa..43cf7b0 100644 --- a/docs/source/reports/fw2015_report.rst +++ b/docs/source/reports/fw2015_report.rst @@ -25,7 +25,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/fw2015_timeseries.png +.. figure:: ../_static/reports/FW2015_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -189,7 +189,7 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: https://figshare.com/articles/dataset/MOCproxy_for_figshare_v1_0_mat/1463479?file=3369779 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: fw2015 - **Variable Mapping\***: [Complex metadata structure - 12 items] - **Original Variable Metadata\***: [Complex metadata structure - 11 items] diff --git a/docs/source/reports/mocha_report.rst b/docs/source/reports/mocha_report.rst index 2a727ce..fdd57af 100644 --- a/docs/source/reports/mocha_report.rst +++ b/docs/source/reports/mocha_report.rst @@ -31,7 +31,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/mocha_2d_gridded.png +.. figure:: ../_static/reports/MOCHA_2d_gridded.png :alt: AMOC time series plot :align: center :scale: 80% @@ -270,7 +270,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2023-08-26T00:14:33Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: mocha26n - **Variable Mapping\***: [Complex metadata structure - 20 items] - **Original Variable Metadata\***: [Complex metadata structure - 27 items] diff --git a/docs/source/reports/move_report.rst b/docs/source/reports/move_report.rst index 3047297..2b3d683 100644 --- a/docs/source/reports/move_report.rst +++ b/docs/source/reports/move_report.rst @@ -33,7 +33,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/os_move_20000206-20221014_dpr_volumetransport_timeseries.png +.. figure:: ../_static/reports/OS_MOVE_20000206-20221014_DPR_VOLUMETRANSPORT_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -205,7 +205,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-04-23T01:35:26Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: move16n - **Variable Mapping\***: [Complex metadata structure - 7 items] - **Original Variable Metadata\***: [Complex metadata structure - 7 items] @@ -242,7 +242,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/os_move_20000101-20221021_grd_currents-at-sites-move3-move4_2d_gridded.png +.. figure:: ../_static/reports/OS_MOVE_20000101-20221021_GRD_CURRENTS-AT-SITES-MOVE3-MOVE4_2d_gridded.png :alt: AMOC time series plot :align: center :scale: 80% @@ -409,7 +409,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2019-01-30T18:13:16Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: move16n - **Format Version**: 1.5 - **Variable Mapping\***: {'VELOCITY_U': 'UCUR', 'VELOCITY_V': 'VCUR', 'instrument_depth_time_varying': 'DEPTH', 'latitude_time_varying': 'LATITUDE_VARYING', 'longitude_time_varying': 'LONGITUDE_VARYING'} @@ -452,7 +452,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/os_move_20000101-20221018_grd_temperature-salinity-at-sites-move1-move3_2d_gridded.png +.. figure:: ../_static/reports/OS_MOVE_20000101-20221018_GRD_TEMPERATURE-SALINITY-AT-SITES-MOVE1-MOVE3_2d_gridded.png :alt: AMOC time series plot :align: center :scale: 80% @@ -619,7 +619,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2019-01-30T18:13:16Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: move16n - **Format Version**: 1.5 - **Variable Mapping\***: {'TEMPERATURE': 'TEMP', 'SALINITY': 'PSAL', 'instrument_depth_time_varying': 'DEPTH', 'latitude_time_varying': 'LATITUDE_VARYING', 'longitude_time_varying': 'LONGITUDE_VARYING'} diff --git a/docs/source/reports/noac47n_report.rst b/docs/source/reports/noac47n_report.rst index 05f1f7a..1a37fb6 100644 --- a/docs/source/reports/noac47n_report.rst +++ b/docs/source/reports/noac47n_report.rst @@ -13,7 +13,7 @@ Dataset Overview - **Description**: No description available - **Source File**: NOAC_AMOC.tab - **Data Product**: Basin-wide AMOC volume transport from the NOAC array at 47°N in the subpolar North Atlantic (1993-2018) -- **License**: CC-BY-4.0 +- **License**: - **Time Coverage**: 1993-01-01 to 2018-01-01 - **Record Length**: 301 observations (25.0 years) - **Sampling Frequency**: monthly @@ -25,7 +25,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/noac47n_timeseries.png +.. figure:: ../_static/reports/NOAC47N_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -104,7 +104,7 @@ The following metadata provides comprehensive information about this dataset: - **Program\***: NOAC 47N array - **Project\***: Meridional Connectivity of a 25-Year Observational AMOC Record at 47°N -- **License\***: CC-BY-4.0 +- **License\***: None - **References\***: Wett, S., Rhein, M., Kieke, D., Mertens, C., & Moritz, M. (2023). Meridional connectivity of a 25-year observational AMOC record at 47°N. Geophysical Research Letters, 50, e2023GL103284. https://doi.org/10.1029/2023GL103284 - **Weblink\***: https://doi.pangaea.de/10.1594/PANGAEA.959558 - **Data Product\***: Basin-wide AMOC volume transport from the NOAC array at 47°N in the subpolar North Atlantic (1993-2018) @@ -126,7 +126,7 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: https://doi.pangaea.de/10.1594/PANGAEA.959558 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: noac47n - **Variable Mapping\***: {'Trans vol [Sv]': 'MOC_SIGMA0', 'Trans vol [Sv].1': 'MOC_SIGMA0_LPF'} - **Original Variable Metadata\***: [Complex metadata structure - 2 items] diff --git a/docs/source/reports/osnap_report.rst b/docs/source/reports/osnap_report.rst index e4e3049..8114003 100644 --- a/docs/source/reports/osnap_report.rst +++ b/docs/source/reports/osnap_report.rst @@ -38,7 +38,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/osnap_moc_mht_mft_timeseries_201408_202207_2025_timeseries.png +.. figure:: ../_static/reports/OSNAP_MOC_MHT_MFT_TimeSeries_201408_202207_2025_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -259,7 +259,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-05-21T15:09:24Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: osnap55n - **Variable Mapping\***: [Complex metadata structure - 10 items] - **Original Variable Metadata\***: [Complex metadata structure - 19 items] @@ -302,7 +302,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/osnap_streamfunction_201408_202207_2025_2d_gridded.png +.. figure:: ../_static/reports/OSNAP_Streamfunction_201408_202207_2025_2d_gridded.png :alt: AMOC time series plot :align: center :scale: 80% @@ -425,7 +425,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-05-21T15:16:52Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: osnap55n - **Variable Mapping\***: {'LEVEL': 'SIGMA0', 'T_ALL': 'STREAMFUNCTION_SIGMA0', 'T_WEST': 'STREAMFUNCTION_SIGMA0_WEST', 'T_EAST': 'STREAMFUNCTION_SIGMA0_EAST'} - **Original Variable Metadata\***: [Complex metadata structure - 5 items] @@ -595,7 +595,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 2025-05-21T15:11:05Z - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: osnap55n - **Variable Mapping\***: {'SAL': 'PSAL', 'VELO': 'VCUR'} - **Original Variable Metadata\***: [Complex metadata structure - 7 items] diff --git a/docs/source/reports/rapid_report.rst b/docs/source/reports/rapid_report.rst index 67a1131..7147279 100644 --- a/docs/source/reports/rapid_report.rst +++ b/docs/source/reports/rapid_report.rst @@ -195,7 +195,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 23-Sep-2025 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: rapid26n - **Variable Mapping\***: [Complex metadata structure - 10 items] - **Original Variable Metadata\***: [Complex metadata structure - 9 items] @@ -346,7 +346,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 22-Jan-2026 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: rapid26n - **Variable Mapping\***: {'time': 'TIME', 'depth': 'DEPTH', 'stream_function_mar': 'STREAMFUNCTION_Z'} - **Original Variable Metadata\***: [Complex metadata structure - 1 items] @@ -616,7 +616,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 22-Jan-2026 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: rapid26n - **Variable Mapping\***: [Complex metadata structure - 22 items] - **Original Variable Metadata\***: [Complex metadata structure - 10 items] @@ -811,7 +811,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 17-Sep-2024 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: rapid26n - **Variable Mapping\***: {'time': 'TIME', 'depth': 'DEPTH', 'longitude': 'LONGITUDE', 'pressure': 'PRESSURE', 'area': 'AREA', 'V_insitu': 'VCUR_INSITU', 'V_ekman': 'VCUR_EKMAN', 'V_net': 'VCUR_NET'} - **Original Variable Metadata\***: [Complex metadata structure - 7 items] @@ -1030,7 +1030,7 @@ The following metadata provides comprehensive information about this dataset: - **Date Created**: 17-Sep-2024 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: rapid26n - **Variable Mapping\***: [Complex metadata structure - 13 items] - **Original Variable Metadata\***: [Complex metadata structure - 9 items] diff --git a/docs/source/reports/samba_report.rst b/docs/source/reports/samba_report.rst index 49f0e28..97837e3 100644 --- a/docs/source/reports/samba_report.rst +++ b/docs/source/reports/samba_report.rst @@ -31,7 +31,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/upper_abyssal_transport_anomalies.txt_timeseries.png +.. figure:: ../_static/reports/Upper_Abyssal_Transport_Anomalies.txt_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -130,7 +130,7 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: ftp://ftp.aoml.noaa.gov/phod/pub/SAM/2020_Kersale_etal_ScienceAdvances/ - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: samba34s - **Variable Mapping\***: [Complex metadata structure - 2 items] - **Original Variable Metadata\***: [Complex metadata structure - 2 items] @@ -172,7 +172,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/moc_totalanomaly_and_constituents.asc_timeseries.png +.. figure:: ../_static/reports/MOC_TotalAnomaly_and_constituents.asc_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -314,7 +314,7 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: https://www.aoml.noaa.gov/phod/SAMOC_international/documents/ - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: samba34s - **Variable Mapping\***: [Complex metadata structure - 8 items] - **Original Variable Metadata\***: [Complex metadata structure - 8 items] diff --git a/docs/source/reports/wh41n_report.rst b/docs/source/reports/wh41n_report.rst index ece8c2b..45e2f11 100644 --- a/docs/source/reports/wh41n_report.rst +++ b/docs/source/reports/wh41n_report.rst @@ -15,9 +15,9 @@ Dataset Overview - **Description**: 41N transport estimates dataset - **Source File**: hobbs_willis_amoc41N_tseries.txt - **Data Product**: Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations -- **License**: CC-BY-4.0 -- **Time Coverage**: 2002-01-16 to 2025-12-16 -- **Record Length**: 288 observations (23.9 years) +- **License**: +- **Time Coverage**: 2002-02-15 to 2024-12-16 +- **Record Length**: 275 observations (22.8 years) - **Sampling Frequency**: monthly **Citation:** @@ -27,7 +27,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/hobbs_willis_amoc41n_tseries.txt_timeseries.png +.. figure:: ../_static/reports/hobbs_willis_amoc41N_tseries.txt_timeseries.png :alt: AMOC time series plot :align: center :scale: 80% @@ -60,9 +60,9 @@ The following table shows information about the dataset coordinates in the stand * - **TIME** - Time - datetime64[ns] - - (288,) - - 2002-01-16 - - 2025-12-16 + - (275,) + - 2002-02-15 + - 2024-12-16 - 0.0% @@ -83,33 +83,33 @@ along with key statistics for each variable. - Min Value - Max Value - Missing % - * - *MOC (Sv)* → **MOC** + * - *Meridional Overturning Heat Transport (PetaWatts)* → **MHT** + - Meridional Overturning Heat Transport + - PW + - (275,) + - -0.07 + - 0.90 + - 0.0% + * - *Meridional Overturning Volume Transport (Sverdrups)* → **MOC** - **MOC_z**: Meridional Overturning Volume Transport - Sverdrup - - (288,) - - 2.47 - - 19.98 - - 0.0% - * - **MOC (PW)** - - No description available - - unknown - - (288,) - - -0.04 - - 0.94 + - (275,) + - 2.82 + - 18.47 - 0.0% - * - *Ekman (Sv)* → **TRANS_EKMAN** + * - *Ekman Volume Transport (Sverdrups)* → **TRANS_EKMAN** - **Ekman**: Ekman Volume Transport - Sverdrup - - (288,) + - (275,) - -8.79 - 0.51 - 0.0% - * - *Geos (Sv)* → **TRANS_GEO** + * - *Northward Geostrophic Transport (Sverdrups)* → **TRANS_GEO** - **Geostrophic Transport**: Northward Geostrophic Transport - Sverdrup - - (288,) - - 6.16 - - 23.96 + - (275,) + - 6.75 + - 21.39 - 0.0% @@ -122,11 +122,13 @@ The following metadata provides comprehensive information about this dataset: - **Description\***: 41N transport estimates dataset - **Program\***: 41N - **Project\***: Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations -- **License\***: CC-BY-4.0 +- **License\***: None - **Weblink\***: https://doi.org/10.5281/zenodo.8170365 - **Platform**: Argo floats - **Platform Vocabulary**: https://vocab.nerc.ac.uk/collection/L06/ - **Data Product\***: Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations +- **Time Coverage Start\***: 2002-02-15 +- **Time Coverage End\***: 2024-12-16 - **Contributor Name\***: Will Hobbs, Josh K. Willis - **Contributor Role\***: originator, principalInvestigator - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/ @@ -143,12 +145,11 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: https://doi.org/10.5281/zenodo.8170365 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: wh41n -- **Variable Mapping\***: {'Ekman (Sv)': 'TRANS_EKMAN', 'Geos (Sv)': 'TRANS_GEO', 'MOC (Sv)': 'MOC', 'MHT (PW)': 'MHT'} +- **Variable Mapping\***: [Complex metadata structure - 4 items] - **Original Variable Metadata\***: [Complex metadata structure - 4 items] -- **Applied Variable Mapping**: {'Ekman (Sv)': 'TRANS_EKMAN', 'Geos (Sv)': 'TRANS_GEO', 'MOC (Sv)': 'MOC'} -- **Version\***: v5 +- **Applied Variable Mapping**: [Complex metadata structure - 4 items] - **Comment\***: (Note: date_modified has been set to a canonical value for documentation generation to avoid git churn) ---- @@ -163,10 +164,10 @@ Dataset Overview - **Description**: 41N transport estimates dataset - **Source File**: trans_ARGO_ERA5.nc - **Data Product**: Transport components from ARGO and ERA5 -- **License**: CC-BY-4.0 -- **Date Created**: Mon 12 Jan 2026 14:06:47 AEDT -- **Time Coverage**: 2002-01-15 to 2025-12-15 -- **Record Length**: 288 observations (23.9 years) +- **License**: +- **Date Created**: Thu 16 Jan 2025 16:09:16 AEDT +- **Time Coverage**: 2002-01-15 to 2024-12-15 +- **Record Length**: 276 observations (22.9 years) - **Sampling Frequency**: monthly **Citation:** @@ -176,7 +177,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/trans_argo_era5_2d_gridded.png +.. figure:: ../_static/reports/trans_ARGO_ERA5_2d_gridded.png :alt: AMOC time series plot :align: center :scale: 80% @@ -188,7 +189,7 @@ Dataset Statistics - **Total Variables**: 3 - **Total Coordinates**: 4 -- **Dataset Size**: 282.67 MB +- **Dataset Size**: 270.89 MB Coordinate Information ^^^^^^^^^^^^^^^^^^^^^^ @@ -230,9 +231,9 @@ The following table shows information about the dataset coordinates in the stand * - **TIME** - Time - datetime64[ns] - - (288,) + - (276,) - 2002-01-15 - - 2025-12-15 + - 2024-12-15 - 0.0% @@ -256,21 +257,21 @@ along with key statistics for each variable. * - *moc* → **MOC** - **MOC_z**: Overturning circulation transport - Sverdrup - - (288, 4) - - -4.78 - - 20.74 + - (276, 4) + - -2.95 + - 20.00 - 0.0% * - *trans* → **TRANS_GEO** - **Geostrophic transport**: Observed geostrophic transport from ARGO - Sverdrup - - (288, 4, 320, 201) + - (276, 4, 320, 201) - -0.18 - - 0.19 + - 0.18 - 26.2% * - *Vek* → **VEL_EKMAN** - **Ekman**: Ekman transport from ERA5 reanalysis - Sverdrup - - (288, 4) + - (276, 4) - -8.99 - 0.73 - 0.0% @@ -286,11 +287,13 @@ The following metadata provides comprehensive information about this dataset: - **Description\***: 41N transport estimates dataset - **Program\***: 41N - **Project\***: Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations -- **License\***: CC-BY-4.0 +- **License\***: None - **Weblink\***: https://doi.org/10.5281/zenodo.8170365 - **Platform**: Argo floats - **Platform Vocabulary**: https://vocab.nerc.ac.uk/collection/L06/ - **Data Product\***: Transport components from ARGO and ERA5 +- **Time Coverage Start\***: 2002-01-15 +- **Time Coverage End\***: 2024-12-15 - **Contributor Name\***: Will Hobbs, Josh K. Willis - **Contributor Role\***: originator, principalInvestigator - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/ @@ -303,10 +306,10 @@ The following metadata provides comprehensive information about this dataset: - **Source File\***: trans_ARGO_ERA5.nc - **Source Path\***: ~/AMOCatlas/data/trans_ARGO_ERA5.nc - **Source Url\***: https://doi.org/10.5281/zenodo.8170365 -- **Date Created**: Mon 12 Jan 2026 14:06:47 AEDT +- **Date Created**: Thu 16 Jan 2025 16:09:16 AEDT - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: wh41n - **Variable Mapping\***: {'Vek': 'VEL_EKMAN', 'trans': 'TRANS_GEO', 'moc': 'MOC', 'depth': 'DEPTH', 'lat': 'LATITUDE', 'lon': 'LONGITUDE'} - **Original Variable Metadata\***: [Complex metadata structure - 3 items] @@ -327,10 +330,10 @@ Dataset Overview - **Description**: 41N transport estimates dataset - **Source File**: Q_ARGO_obs_dens_2000depth_ERA5.nc - **Data Product**: Heat transport based on various assumptions about temperature below 2000m -- **License**: CC-BY-4.0 -- **Date Created**: Mon 12 Jan 2026 14:06:47 AEDT -- **Time Coverage**: 2002-01-15 to 2025-12-15 -- **Record Length**: 288 observations (23.9 years) +- **License**: +- **Date Created**: Thu 16 Jan 2025 16:09:16 AEDT +- **Time Coverage**: 2002-01-15 to 2024-12-15 +- **Record Length**: 276 observations (22.9 years) - **Sampling Frequency**: monthly **Citation:** @@ -340,7 +343,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/q_argo_obs_dens_2000depth_era5_2d_gridded.png +.. figure:: ../_static/reports/Q_ARGO_obs_dens_2000depth_ERA5_2d_gridded.png :alt: AMOC time series plot :align: center :scale: 80% @@ -352,7 +355,7 @@ Dataset Statistics - **Total Variables**: 3 - **Total Coordinates**: 5 -- **Dataset Size**: 282.68 MB +- **Dataset Size**: 270.91 MB Coordinate Information ^^^^^^^^^^^^^^^^^^^^^^ @@ -401,9 +404,9 @@ The following table shows information about the dataset coordinates in the stand * - **TIME** - Time - datetime64[ns] - - (288,) + - (276,) - 2002-01-15 - - 2025-12-15 + - 2024-12-15 - 0.0% @@ -427,23 +430,23 @@ along with key statistics for each variable. * - *Q* → **MHT** - Observed meridional heat transport - PW - - (288, 4, 320, 201) - - -0.22 - - 0.24 + - (276, 4, 320, 201) + - -0.21 + - 0.21 - 26.2% * - *Qek* → **MHT_EKMAN** - **MHT Ekman**: Ekman meridional heat transport - PW - - (288, 4) - - -10.55 + - (276, 4) + - -10.56 - 0.88 - 0.0% * - *Qnet* → **MHT_NET** - **Net heat transport**: Net meridional heat transport - PW - - (288, 4, 4) - - -0.54 - - 1.21 + - (276, 4, 4) + - -0.44 + - 1.20 - 0.0% @@ -457,11 +460,13 @@ The following metadata provides comprehensive information about this dataset: - **Description\***: 41N transport estimates dataset - **Program\***: 41N - **Project\***: Atlantic Meridional Overturning Circulation Near 41N from Altimetry and Argo Observations -- **License\***: CC-BY-4.0 +- **License\***: None - **Weblink\***: https://doi.org/10.5281/zenodo.8170365 - **Platform**: Argo floats - **Platform Vocabulary**: https://vocab.nerc.ac.uk/collection/L06/ - **Data Product\***: Heat transport based on various assumptions about temperature below 2000m +- **Time Coverage Start\***: 2002-01-15 +- **Time Coverage End\***: 2024-12-15 - **Contributor Name\***: Will Hobbs, Josh K. Willis - **Contributor Role\***: originator, principalInvestigator - **Contributor Role Vocabulary**: https://vocab.nerc.ac.uk/collection/G04/current/ @@ -474,10 +479,10 @@ The following metadata provides comprehensive information about this dataset: - **Source File\***: Q_ARGO_obs_dens_2000depth_ERA5.nc - **Source Path\***: ~/AMOCatlas/data/Q_ARGO_obs_dens_2000depth_ERA5.nc - **Source Url\***: https://doi.org/10.5281/zenodo.8170365 -- **Date Created**: Mon 12 Jan 2026 14:06:47 AEDT +- **Date Created**: Thu 16 Jan 2025 16:09:16 AEDT - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: wh41n - **Variable Mapping\***: {'Qnet': 'MHT_NET', 'Qek': 'MHT_EKMAN', 'Q': 'MHT', 'depth': 'DEPTH', 'lat': 'LATITUDE', 'lon': 'LONGITUDE', 'time': 'TIME'} - **Original Variable Metadata\***: [Complex metadata structure - 3 items] diff --git a/docs/source/reports/zheng2024_report.rst b/docs/source/reports/zheng2024_report.rst index dff2512..1788b44 100644 --- a/docs/source/reports/zheng2024_report.rst +++ b/docs/source/reports/zheng2024_report.rst @@ -25,7 +25,7 @@ Dataset Overview Dataset Visualization ^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../_static/reports/zheng2024_2d_gridded.png +.. figure:: ../_static/reports/ZHENG2024_2d_gridded.png :alt: AMOC time series plot :align: center :scale: 80% @@ -127,7 +127,7 @@ The following metadata provides comprehensive information about this dataset: - **Source Url\***: https://zenodo.org/records/12790901 - **Date Modified**: 2026-02-01T00:00:00Z - **Processing Software**: http://github.com/AMOCcommunity/amocatlas -- **Processing Version**: v0.3.0 +- **Processing Version**: v0.2.0 - **Processing Datasource\***: zheng2024 - **Variable Mapping\***: {'time': 'TIME', 'lat': 'LATITUDE', 'mft': 'MFT'} - **Original Variable Metadata\***: [Complex metadata structure - 3 items] diff --git a/notebooks/demo.ipynb b/notebooks/demo.ipynb index 25a8551..94177e6 100644 --- a/notebooks/demo.ipynb +++ b/notebooks/demo.ipynb @@ -148,6 +148,17 @@ "ds_osnap" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "f6f55dbe", + "metadata": {}, + "outputs": [], + "source": [ + "ds_osnap_raw = read.osnap(raw=True)\n", + "ds_osnap_raw" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/tests/test_readers.py b/tests/test_readers.py index 3897e46..2729d05 100644 --- a/tests/test_readers.py +++ b/tests/test_readers.py @@ -284,7 +284,7 @@ def test_reader_url_constants(module_name, expected_url_constants): ("osnap", "MOC_ALL"), # OSNAP should contain MOC ("fw2015", "mocproxy"), ("mocha", "Q_eddy"), - ("41n", "MOC (Sv)"), + ("41n", "Meridional Overturning Volume Transport (Sverdrups)"), ("dso", "DSO_tr"), ], )