Update time coarsening configurations for 4-degree datasets and era5

scripts/data_process/configs/CM4-1pctCO2-atmosphere-4deg-8layer-140yr.yaml

@@ -108,3 +108,104 @@ dataset_computation:
       - temperature_of_soil_layer
     land_names_to_vertically_coarsen_by_sum:
       - total_moisture_content_of_soil_layer
+time_coarsen:
+  factor: 4
+  data_output_directory: gs://vcm-ml-intermediate/2025-06-18-CM4-1pctCO2-atmosphere-land-4deg-8layer-140yr-daily
+  stats_output_directory: gs://vcm-ml-intermediate/2025-06-18-CM4-1pctCO2-atmosphere-land-4deg-8layer-140yr-daily-stats
+  snapshot_names:
+    - PRESsfc
+    - PRMSL
+    - Q2m
+    - TMP2m
+    - TMP850
+    - UGRD10m
+    - VGRD10m
+    - air_temperature_0
+    - air_temperature_1
+    - air_temperature_2
+    - air_temperature_3
+    - air_temperature_4
+    - air_temperature_5
+    - air_temperature_6
+    - air_temperature_7
+    - carbon_dioxide
+    - column_soil_moisture
+    - eastward_wind_0
+    - eastward_wind_1
+    - eastward_wind_2
+    - eastward_wind_3
+    - eastward_wind_4
+    - eastward_wind_5
+    - eastward_wind_6
+    - eastward_wind_7
+    - h500
+    - northward_wind_0
+    - northward_wind_1
+    - northward_wind_2
+    - northward_wind_3
+    - northward_wind_4
+    - northward_wind_5
+    - northward_wind_6
+    - northward_wind_7
+    - sea_ice_fraction
+    - specific_humidity_0
+    - specific_humidity_1
+    - specific_humidity_2
+    - specific_humidity_3
+    - specific_humidity_4
+    - specific_humidity_5
+    - specific_humidity_6
+    - specific_humidity_7
+    - specific_total_water_0
+    - specific_total_water_1
+    - specific_total_water_2
+    - specific_total_water_3
+    - specific_total_water_4
+    - specific_total_water_5
+    - specific_total_water_6
+    - specific_total_water_7
+    - surface_snow_amount
+    - surface_snow_area_fraction
+    - surface_temperature
+    - temperature_of_soil_layer_0
+    - temperature_of_soil_layer_1
+    - temperature_of_soil_layer_2
+    - temperature_of_soil_layer_3
+    - total_land_column_energy_without_rivers
+    - total_moisture_content_of_soil_layer_0
+    - total_moisture_content_of_soil_layer_1
+    - total_moisture_content_of_soil_layer_2
+    - total_moisture_content_of_soil_layer_3
+    - total_water_path
+  window_names:
+    - DLWRFsfc
+    - DSWRFsfc
+    - DSWRFtoa
+    - GHTFLsfc
+    - LHTFLsfc
+    - PRATEsfc
+    - SHTFLsfc
+    - ULWRFsfc
+    - ULWRFtoa
+    - USWRFsfc
+    - USWRFtoa
+    - downward_longwave_radiative_flux
+    - eastward_surface_wind_stress
+    - net_surface_longwave_radiative_flux
+    - northward_surface_wind_stress
+    - tendency_of_total_water_path
+    - tendency_of_total_water_path_due_to_advection
+    - total_energy
+    - total_frozen_precipitation_rate
+    - total_precipitation_heat_flux
+    - total_vapor_sensible_heat_flux
+  constant_prefixes:
+    - HGTsfc
+    - ak_
+    - bk_
+    - glac_fraction
+    - lake_fraction
+    - land_fraction
+    - lat
+    - lon
+    - soil_fraction

scripts/data_process/configs/CM4-like-AM4-random-CO2-ensemble-atmosphere-4deg-8layer.yaml

@@ -115,3 +115,104 @@ dataset_computation:
       - temperature_of_soil_layer
     land_names_to_vertically_coarsen_by_sum:
       - total_moisture_content_of_soil_layer
+time_coarsen:
+  factor: 4
+  data_output_directory: gs://vcm-ml-intermediate/2025-12-02-CM4-like-AM4-random-CO2-4deg-daily
+  stats_output_directory: gs://vcm-ml-intermediate/2025-12-02-CM4-like-AM4-random-CO2-4deg-daily-stats
+  snapshot_names:
+    - PRESsfc
+    - PRMSL
+    - Q2m
+    - TMP2m
+    - TMP850
+    - UGRD10m
+    - VGRD10m
+    - air_temperature_0
+    - air_temperature_1
+    - air_temperature_2
+    - air_temperature_3
+    - air_temperature_4
+    - air_temperature_5
+    - air_temperature_6
+    - air_temperature_7
+    - carbon_dioxide
+    - column_soil_moisture
+    - eastward_wind_0
+    - eastward_wind_1
+    - eastward_wind_2
+    - eastward_wind_3
+    - eastward_wind_4
+    - eastward_wind_5
+    - eastward_wind_6
+    - eastward_wind_7
+    - h500
+    - northward_wind_0
+    - northward_wind_1
+    - northward_wind_2
+    - northward_wind_3
+    - northward_wind_4
+    - northward_wind_5
+    - northward_wind_6
+    - northward_wind_7
+    - sea_ice_fraction
+    - specific_humidity_0
+    - specific_humidity_1
+    - specific_humidity_2
+    - specific_humidity_3
+    - specific_humidity_4
+    - specific_humidity_5
+    - specific_humidity_6
+    - specific_humidity_7
+    - specific_total_water_0
+    - specific_total_water_1
+    - specific_total_water_2
+    - specific_total_water_3
+    - specific_total_water_4
+    - specific_total_water_5
+    - specific_total_water_6
+    - specific_total_water_7
+    - surface_snow_amount
+    - surface_snow_area_fraction
+    - surface_temperature
+    - temperature_of_soil_layer_0
+    - temperature_of_soil_layer_1
+    - temperature_of_soil_layer_2
+    - temperature_of_soil_layer_3
+    - total_land_column_energy_without_rivers
+    - total_moisture_content_of_soil_layer_0
+    - total_moisture_content_of_soil_layer_1
+    - total_moisture_content_of_soil_layer_2
+    - total_moisture_content_of_soil_layer_3
+    - total_water_path
+  window_names:
+    - DLWRFsfc
+    - DSWRFsfc
+    - DSWRFtoa
+    - GHTFLsfc
+    - LHTFLsfc
+    - PRATEsfc
+    - SHTFLsfc
+    - ULWRFsfc
+    - ULWRFtoa
+    - USWRFsfc
+    - USWRFtoa
+    - downward_longwave_radiative_flux
+    - eastward_surface_wind_stress
+    - net_surface_longwave_radiative_flux
+    - northward_surface_wind_stress
+    - tendency_of_total_water_path
+    - tendency_of_total_water_path_due_to_advection
+    - total_energy
+    - total_frozen_precipitation_rate
+    - total_precipitation_heat_flux
+    - total_vapor_sensible_heat_flux
+  constant_prefixes:
+    - HGTsfc
+    - ak_
+    - bk_
+    - glac_fraction
+    - lake_fraction
+    - land_fraction
+    - lat
+    - lon
+    - soil_fraction

scripts/data_process/configs/CM4-piControl-atmosphere-4deg-8layer-200yr.yaml

@@ -108,3 +108,104 @@ dataset_computation:
       - temperature_of_soil_layer
     land_names_to_vertically_coarsen_by_sum:
       - total_moisture_content_of_soil_layer
+time_coarsen:
+  factor: 4
+  data_output_directory: gs://vcm-ml-intermediate/2025-03-21-CM4-piControl-atmosphere-land-4deg-8layer-200yr-daily
+  stats_output_directory: gs://vcm-ml-intermediate/2025-03-21-CM4-piControl-atmosphere-land-4deg-8layer-200yr-daily-stats
+  snapshot_names:
+    - PRESsfc
+    - PRMSL
+    - Q2m
+    - TMP2m
+    - TMP850
+    - UGRD10m
+    - VGRD10m
+    - air_temperature_0
+    - air_temperature_1
+    - air_temperature_2
+    - air_temperature_3
+    - air_temperature_4
+    - air_temperature_5
+    - air_temperature_6
+    - air_temperature_7
+    - carbon_dioxide
+    - column_soil_moisture
+    - eastward_wind_0
+    - eastward_wind_1
+    - eastward_wind_2
+    - eastward_wind_3
+    - eastward_wind_4
+    - eastward_wind_5
+    - eastward_wind_6
+    - eastward_wind_7
+    - h500
+    - northward_wind_0
+    - northward_wind_1
+    - northward_wind_2
+    - northward_wind_3
+    - northward_wind_4
+    - northward_wind_5
+    - northward_wind_6
+    - northward_wind_7
+    - sea_ice_fraction
+    - specific_humidity_0
+    - specific_humidity_1
+    - specific_humidity_2
+    - specific_humidity_3
+    - specific_humidity_4
+    - specific_humidity_5
+    - specific_humidity_6
+    - specific_humidity_7
+    - specific_total_water_0
+    - specific_total_water_1
+    - specific_total_water_2
+    - specific_total_water_3
+    - specific_total_water_4
+    - specific_total_water_5
+    - specific_total_water_6
+    - specific_total_water_7
+    - surface_snow_amount
+    - surface_snow_area_fraction
+    - surface_temperature
+    - temperature_of_soil_layer_0
+    - temperature_of_soil_layer_1
+    - temperature_of_soil_layer_2
+    - temperature_of_soil_layer_3
+    - total_land_column_energy_without_rivers
+    - total_moisture_content_of_soil_layer_0
+    - total_moisture_content_of_soil_layer_1
+    - total_moisture_content_of_soil_layer_2
+    - total_moisture_content_of_soil_layer_3
+    - total_water_path
+  window_names:
+    - DLWRFsfc
+    - DSWRFsfc
+    - DSWRFtoa
+    - GHTFLsfc
+    - LHTFLsfc
+    - PRATEsfc
+    - SHTFLsfc
+    - ULWRFsfc
+    - ULWRFtoa
+    - USWRFsfc
+    - USWRFtoa
+    - downward_longwave_radiative_flux
+    - eastward_surface_wind_stress
+    - net_surface_longwave_radiative_flux
+    - northward_surface_wind_stress
+    - tendency_of_total_water_path
+    - tendency_of_total_water_path_due_to_advection
+    - total_energy
+    - total_frozen_precipitation_rate
+    - total_precipitation_heat_flux
+    - total_vapor_sensible_heat_flux
+  constant_prefixes:
+    - HGTsfc
+    - ak_
+    - bk_
+    - glac_fraction
+    - lake_fraction
+    - land_fraction
+    - lat
+    - lon
+    - soil_fraction