Use EN4 potential temperature in compact ARGO store

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README.md

@@ -61,6 +61,12 @@ is the full enriched profile-level store and holds the complete ARGO
 collocation dataset, including the sampled GLORYS, OSTIA, sea-level, and
 sea-surface-salinity context.
 
+The compact store's public `argo_temp_*` fields contain EN4
+`POTM_CORRECTED`: ITS-90 sea-water potential temperature referenced to 0 dbar.
+GLORYS `thetao` is also potential temperature. The full enriched store retains
+both `argo_potm_on_glorys_depth` and the separate in-situ
+`argo_temp_on_glorys_depth` field for scientific comparison.
+
 
 ## Raster Products
 
@@ -296,8 +302,10 @@ salinity_psu = salinity_normalize(mode="denorm", tensor=batch["y_salinity"])
 ## ARGO Alignment Examples
 
 ARGO profiles are projected onto the fixed 50-level GLORYS depth axis before
-spatial rasterization. Please not that the ARGO-derived temperature value is 'measured', not 'potential'. The examples below show the grid-indexed ARGO
-representation and profile-level alignment quality.
+spatial rasterization. The compact ARGO-derived temperature is EN4
+`POTM_CORRECTED` potential temperature at 0 dbar, matching the physical
+temperature convention of GLORYS `thetao`. The examples below show the
+grid-indexed ARGO representation and profile-level alignment quality.
 
 <p align="center">
   <img src="assets/data/argo_on_glorys_grid_3D.gif" width="70%" alt="Depth-aligned ARGO values on the GLORYS grid" />

argo/argo_profiles_on_grid.zarr/.zattrs

@@ -1,6 +1,10 @@
 {
   "created_by": "depth_recon.data.dataset_creation.export_dataset_geotiff.export_dataset_geotiff",
   "source_kind": "enriched",
+  "temperature_source": "potential",
+  "temperature_source_variable": "POTM_CORRECTED",
+  "temperature_standard_name": "sea_water_potential_temperature",
+  "temperature_scale": "ITS-90",
   "temperature_units": "K",
   "temperature_stretch": {
     "name": "temperature_kelvin",
@@ -30,5 +34,6 @@
     "max_abs_quantization_error": 0.01968503937007874,
     "decode": "minimum + code / 254 * (maximum - minimum)"
   },
-  "temporal_assignment": "nearest GLORYS target date inside centered 7-day window"
+  "temporal_assignment": "nearest GLORYS target date inside centered 7-day window",
+  "temperature_reference_pressure_dbar": 0.0
 }

argo/argo_profiles_on_grid.zarr/.zmetadata

@@ -1 +1 @@
-{"metadata": {".zgroup": {"zarr_format": 2}, ".zattrs": {"created_by": "depth_recon.data.dataset_creation.export_dataset_geotiff.export_dataset_geotiff", "source_kind": "enriched", "temperature_units": "K", "temperature_stretch": {"name": "temperature_kelvin", "storage_dtype": "uint8", "minimum": 270.15, "maximum": 308.15, "units": "K", "nodata": 255, "valid_code_min": 0, "valid_code_max": 254, "valid_code_count": 255, "quantization_step": 0.14960629921259844, "max_abs_quantization_error": 0.07480314960629922, "decode": "minimum + code / 254 * (maximum - minimum)"}, "salinity_stretch": {"name": "salinity", "storage_dtype": "uint8", "minimum": 30.0, "maximum": 40.0, "units": "PSU", "nodata": 255, "valid_code_min": 0, "valid_code_max": 254, "valid_code_count": 255, "quantization_step": 0.03937007874015748, "max_abs_quantization_error": 0.01968503937007874, "decode": "minimum + code / 254 * (maximum - minimum)"}, "temporal_assignment": "nearest GLORYS target date inside centered 7-day window"}, "argo_depth_qc_on_glorys_depth/.zattrs": {"_ARRAY_DIMENSIONS": ["profile", "glorys_depth"]}, "argo_depth_qc_on_glorys_depth/.zarray": {"shape": [9451644, 50], "chunks": [100000, 50], "dtype": "|i1", "fill_value": null, "order": "C", "filters": null, "dimension_separator": ".", "compressor": {"id": "blosc", "cname": "lz4", "clevel": 5, "shuffle": 1, "blocksize": 0}, "zarr_format": 2}, "argo_psal_profile_qc/.zattrs": {"_ARRAY_DIMENSIONS": ["profile"]}, "argo_psal_profile_qc/.zarray": {"shape": [9451644], "chunks": [100000], "dtype": "|i1", "fill_value": null, "order": "C", "filters": null, "dimension_separator": ".", "compressor": {"id": "blosc", "cname": "lz4", "clevel": 5, "shuffle": 1, "blocksize": 0}, "zarr_format": 2}, "argo_psal_qc_on_glorys_depth/.zattrs": {"_ARRAY_DIMENSIONS": ["profile", "glorys_depth"]}, "argo_psal_qc_on_glorys_depth/.zarray": {"shape": [9451644, 50], "chunks": [100000, 50], "dtype": "|i1", "fill_value": null, "order": "C", "filters": null, "dimension_separator": ".", "compressor": {"id": "blosc", "cname": "lz4", "clevel": 5, "shuffle": 1, "blocksize": 0}, "zarr_format": 2}, "argo_psal_uint8/.zattrs": {"nodata": 255, "name": "salinity", "storage_dtype": "uint8", "minimum": 30.0, "maximum": 40.0, "units": "PSU", "valid_code_min": 0, "valid_code_max": 254, "valid_code_count": 255, "quantization_step": 0.03937007874015748, "max_abs_quantization_error": 0.01968503937007874, "decode": "minimum + code / 254 * (maximum - 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argo/argo_profiles_on_grid.zarr/argo_depth_qc_on_glorys_depth/.zarray

@@ -4,7 +4,7 @@
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