INFO    [887610] 
______________________________________________________________________
          _____ ____  __  ____     __    _ _____           _
         | ____/ ___||  \/  \ \   / /_ _| |_   _|__   ___ | |
         |  _| \___ \| |\/| |\ \ / / _` | | | |/ _ \ / _ \| |
         | |___ ___) | |  | | \ V / (_| | | | | (_) | (_) | |
         |_____|____/|_|  |_|  \_/ \__,_|_| |_|\___/ \___/|_|
______________________________________________________________________

Earth System Model Evaluation Tool

A community tool for the evaluation of Earth system models.

https://esmvaltool.org

The Earth System Model Evaluation Tool (ESMValTool) is a community
diagnostics and performance metrics tool for the evaluation of Earth
System Models (ESMs) that allows for routine comparison of single or
multiple models, either against predecessor versions or against
observations.

Tutorial: https://tutorial.esmvaltool.org
Documentation: https://docs.esmvaltool.org
Contact: esmvaltool-dev@listserv.dfn.de

If you find this software useful for your research, please cite it using
https://doi.org/10.5281/zenodo.3387139 for ESMValCore or
https://doi.org/10.5281/zenodo.3401363 for ESMValTool or
any of the reference papers listed at https://esmvaltool.org/references/.

Have fun!

INFO    [887610] Package versions
INFO    [887610] ----------------
INFO    [887610] ESMValCore: 2.15.0.dev5+g3208f5f3a
INFO    [887610] ESMValTool: 2.14.0.dev82+gd48ea2ab7
INFO    [887610] ----------------
INFO    [887610] Reading configuration files from:
/home/b/b309141/repos/ESMValCore/esmvalcore/config/configurations/defaults (defaults)
/work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/config/recipe_basics_timeseries (ESMVALTOOL_CONFIG_DIR environment variable)
INFO    [887610] Writing program log files to:
/work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/main_log.txt
/work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/main_log_debug.txt
/work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/cmor_log.txt
INFO    [887610] Starting the Earth System Model Evaluation Tool at time: 2026-03-10 13:56:04 UTC
INFO    [887610] ----------------------------------------------------------------------
INFO    [887610] RECIPE   = /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/recipes/recipe_basics_timeseries.yml
INFO    [887610] RUNDIR     = /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run
INFO    [887610] WORKDIR    = /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/work
INFO    [887610] PREPROCDIR = /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/preproc
INFO    [887610] PLOTDIR    = /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/plots
INFO    [887610] ----------------------------------------------------------------------
INFO    [887610] Running tasks using at most 4 processes
INFO    [887610] If your system hangs during execution, it may not have enough memory for keeping this number of tasks in memory.
INFO    [887610] If you experience memory problems, try reducing 'max_parallel_tasks' in your configuration.
INFO    [887610] Creating tasks from recipe
INFO    [887610] Creating tasks for diagnostic timeseries
INFO    [887610] Creating diagnostic task timeseries/plot
INFO    [887610] Creating preprocessor task timeseries/hfls
INFO    [887610] Creating preprocessor 'create_global_annual_mean_time_series' task for variable 'hfls'
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'ICON-XPP',
 'project': 'ICON',
 'mip': 'Amon',
 'short_name': 'hfls',
 'alias': 'ICON',
 'exp': 'historical-202510p1',
 'frequency': 'mon',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'raw_name': 'lhfl_s',
 'recipe_dataset_index': 0,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19950101/20140101',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'var_type': 'atm_2d_ml',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, ICON, ICON-XPP, historical-202510p1, mon
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'TaiESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_TaiESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AS-RCEC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 1,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, TaiESM1, historical, r1i1p1f1, mon, gn, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'AWI-CM-1-1-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-CM-1-1-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 2,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, AWI-CM-1-1-MR, historical, r1i1p1f1, mon, gn, v20200511
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'AWI-ESM-1-1-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-1-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 3,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, AWI-ESM-1-1-LR, historical, r1i1p1f1, mon, gn, v20200212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'AWI-ESM-1-REcoM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-REcoM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 4,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, AWI-ESM-1-REcoM, historical, r1i1p1f1, mon, gn, v20230314
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'BCC-CSM2-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-CSM2-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 5,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, BCC-CSM2-MR, historical, r1i1p1f1, mon, gn, v20181126
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'BCC-ESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-ESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 6,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, BCC-ESM1, historical, r1i1p1f1, mon, gn, v20181214
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CAMS-CSM1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAMS-CSM1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAMS',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 7,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CAMS-CSM1-0, historical, r1i1p1f1, mon, gn, v20190708
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CAS-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAS-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 8,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CAS-ESM2-0, historical, r1i1p1f1, mon, gn, v20200302
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'FGOALS-f3-L',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-f3-L',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'CAS',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 9,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, FGOALS-f3-L, historical, r1i1p1f1, mon, gr, v20190927
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'FGOALS-g3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-g3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 10,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, FGOALS-g3, historical, r1i1p1f1, mon, gn, v20190818
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'IITM-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_IITM-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCR-IITM',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 11,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, IITM-ESM, historical, r1i1p1f1, mon, gn, v20191226
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CanESM5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CanESM5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCma',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 12,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CanESM5, historical, r1i1p1f1, mon, gn, v20190429
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CMCC-CM2-HR4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-HR4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 13,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CMCC-CM2-HR4, historical, r1i1p1f1, mon, gn, v20200904
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CMCC-CM2-SR5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-SR5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 14,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CMCC-CM2-SR5, historical, r1i1p1f1, mon, gn, v20200616
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CMCC-ESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-ESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 15,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CMCC-ESM2, historical, r1i1p1f1, mon, gn, v20210114
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'ACCESS-ESM1-5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-ESM1-5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 16,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, ACCESS-ESM1-5, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'ACCESS-CM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-CM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO-ARCCSS',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 17,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, ACCESS-CM2, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'E3SM-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 18,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, E3SM-1-0, historical, r1i1p1f1, mon, gr, v20190913
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'E3SM-1-1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 19,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, E3SM-1-1, historical, r1i1p1f1, mon, gr, v20191211
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'E3SM-1-1-ECA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1-ECA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 20,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, E3SM-1-1-ECA, historical, r1i1p1f1, mon, gr, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'EC-Earth3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 21,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, EC-Earth3, historical, r1i1p1f1, mon, gr, v20200310
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'EC-Earth3-AerChem',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-AerChem',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 22,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, EC-Earth3-AerChem, historical, r1i1p1f1, mon, gr, v20200624
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'EC-Earth3-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 23,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, EC-Earth3-CC, historical, r1i1p1f1, mon, gr, v20210113
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'EC-Earth3-Veg',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 24,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, EC-Earth3-Veg, historical, r1i1p1f1, mon, gr, v20200225
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'EC-Earth3-Veg-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 25,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, EC-Earth3-Veg-LR, historical, r1i1p1f1, mon, gr, v20200217
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'FIO-ESM-2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_FIO-ESM-2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'FIO-QLNM',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 26,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, FIO-ESM-2-0, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'MPI-ESM-1-2-HAM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM-1-2-HAM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'HAMMOZ-Consortium',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 27,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, MPI-ESM-1-2-HAM, historical, r1i1p1f1, mon, gn, v20190627
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'INM-CM4-8',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM4-8',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 28,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, INM-CM4-8, historical, r1i1p1f1, mon, gr1, v20190530
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'INM-CM5-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM5-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 29,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, INM-CM5-0, historical, r1i1p1f1, mon, gr1, v20190610
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'IPSL-CM6A-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM6A-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 30,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, IPSL-CM6A-LR, historical, r1i1p1f1, mon, gr, v20180803
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'MIROC6',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_MIROC6',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MIROC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 31,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, MIROC6, historical, r1i1p1f1, mon, gn, v20181212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'ICON-ESM-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_ICON-ESM-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 32,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, ICON-ESM-LR, historical, r1i1p1f1, mon, gn, v20210215
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'MPI-ESM1-2-HR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-HR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 33,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, MPI-ESM1-2-HR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'MPI-ESM1-2-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 34,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, MPI-ESM1-2-LR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'MRI-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_MRI-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MRI',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 35,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, MRI-ESM2-0, historical, r1i1p1f1, mon, gn, v20190222
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'GISS-E2-1-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 36,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, GISS-E2-1-G, historical, r1i1p1f1, mon, gn, v20180827
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'GISS-E2-1-H',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-H',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 37,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, GISS-E2-1-H, historical, r1i1p1f1, mon, gn, v20190403
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 38,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CESM2, historical, r1i1p1f1, mon, gn, v20190308
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CESM2-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 39,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CESM2-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CESM2-WACCM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 40,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CESM2-WACCM, historical, r1i1p1f1, mon, gn, v20190227
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CESM2-WACCM-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 41,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CESM2-WACCM-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'NorCPM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorCPM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 42,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, NorCPM1, historical, r1i1p1f1, mon, gn, v20200724
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'NorESM2-LM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-LM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 43,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, NorESM2-LM, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'NorESM2-MM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-MM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 44,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, NorESM2-MM, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'KACE-1-0-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_KACE-1-0-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'NIMS-KMA',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 45,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, KACE-1-0-G, historical, r1i1p1f1, mon, gr, v20190910
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'GFDL-CM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-CM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 46,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, GFDL-CM4, historical, r1i1p1f1, mon, gr1, v20180701
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'GFDL-ESM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-ESM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 47,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, GFDL-ESM4, historical, r1i1p1f1, mon, gr1, v20190726
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'NESM3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_NESM3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NUIST',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 48,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, NESM3, historical, r1i1p1f1, mon, gn, v20190630
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'SAM0-UNICON',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_SAM0-UNICON',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'SNU',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 49,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, SAM0-UNICON, historical, r1i1p1f1, mon, gn, v20190323
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'CIESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_CIESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'THU',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 50,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, CIESM, historical, r1i1p1f1, mon, gr, v20200417
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'MCM-UA-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'activity': 'CMIP',
 'alias': 'CMIP6_MCM-UA-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'UA',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 51,
 'standard_name': 'surface_upward_latent_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, CMIP6, MCM-UA-1-0, historical, r1i1p1f1, mon, gn, v20190731
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfls',
 'dataset': 'MERRA2',
 'project': 'OBS6',
 'mip': 'Amon',
 'short_name': 'hfls',
 'alias': 'OBS6',
 'frequency': 'mon',
 'long_name': 'Surface Upward Latent Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfls',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 52,
 'standard_name': 'surface_upward_latent_heat_flux',
 'tier': 3,
 'timerange': '19800101/20220731',
 'title': 'Global Mean Surface Upward Latent Heat Flux',
 'type': 'reanaly',
 'units': 'W m-2',
 'version': '5.12.4',
 'ylabel': 'hfls',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfls, Amon, OBS6, MERRA2, mon, 5.12.4
INFO    [887610] PreprocessingTask timeseries/hfls created.
INFO    [887610] Creating preprocessor task timeseries/hfss
INFO    [887610] Creating preprocessor 'create_global_annual_mean_time_series' task for variable 'hfss'
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'ICON-XPP',
 'project': 'ICON',
 'mip': 'Amon',
 'short_name': 'hfss',
 'alias': 'ICON',
 'exp': 'historical-202510p1',
 'frequency': 'mon',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'raw_name': 'shfl_s',
 'recipe_dataset_index': 0,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19950101/20140101',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'var_type': 'atm_2d_ml',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, ICON, ICON-XPP, historical-202510p1, mon
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'TaiESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_TaiESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AS-RCEC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 1,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, TaiESM1, historical, r1i1p1f1, mon, gn, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'AWI-CM-1-1-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-CM-1-1-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 2,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, AWI-CM-1-1-MR, historical, r1i1p1f1, mon, gn, v20200511
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'AWI-ESM-1-1-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-1-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 3,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, AWI-ESM-1-1-LR, historical, r1i1p1f1, mon, gn, v20200212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'AWI-ESM-1-REcoM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-REcoM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 4,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, AWI-ESM-1-REcoM, historical, r1i1p1f1, mon, gn, v20230314
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'BCC-CSM2-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-CSM2-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 5,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, BCC-CSM2-MR, historical, r1i1p1f1, mon, gn, v20181126
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'BCC-ESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-ESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 6,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, BCC-ESM1, historical, r1i1p1f1, mon, gn, v20181214
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CAMS-CSM1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAMS-CSM1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAMS',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 7,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CAMS-CSM1-0, historical, r1i1p1f1, mon, gn, v20190708
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CAS-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAS-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 8,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CAS-ESM2-0, historical, r1i1p1f1, mon, gn, v20200302
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'FGOALS-f3-L',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-f3-L',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'CAS',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 9,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, FGOALS-f3-L, historical, r1i1p1f1, mon, gr, v20190927
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'FGOALS-g3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-g3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 10,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, FGOALS-g3, historical, r1i1p1f1, mon, gn, v20190818
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'IITM-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_IITM-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCR-IITM',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 11,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, IITM-ESM, historical, r1i1p1f1, mon, gn, v20191226
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CanESM5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CanESM5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCma',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 12,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CanESM5, historical, r1i1p1f1, mon, gn, v20190429
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CMCC-CM2-HR4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-HR4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 13,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CMCC-CM2-HR4, historical, r1i1p1f1, mon, gn, v20200904
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CMCC-CM2-SR5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-SR5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 14,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CMCC-CM2-SR5, historical, r1i1p1f1, mon, gn, v20200616
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CMCC-ESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-ESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 15,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CMCC-ESM2, historical, r1i1p1f1, mon, gn, v20210114
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'ACCESS-ESM1-5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-ESM1-5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 16,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, ACCESS-ESM1-5, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'ACCESS-CM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-CM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO-ARCCSS',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 17,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, ACCESS-CM2, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'E3SM-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 18,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, E3SM-1-0, historical, r1i1p1f1, mon, gr, v20190913
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'E3SM-1-1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 19,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, E3SM-1-1, historical, r1i1p1f1, mon, gr, v20191211
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'E3SM-1-1-ECA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1-ECA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 20,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, E3SM-1-1-ECA, historical, r1i1p1f1, mon, gr, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'EC-Earth3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 21,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, EC-Earth3, historical, r1i1p1f1, mon, gr, v20200310
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'EC-Earth3-AerChem',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-AerChem',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 22,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, EC-Earth3-AerChem, historical, r1i1p1f1, mon, gr, v20200624
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'EC-Earth3-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 23,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, EC-Earth3-CC, historical, r1i1p1f1, mon, gr, v20210113
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'EC-Earth3-Veg',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 24,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, EC-Earth3-Veg, historical, r1i1p1f1, mon, gr, v20200225
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'EC-Earth3-Veg-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 25,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, EC-Earth3-Veg-LR, historical, r1i1p1f1, mon, gr, v20200217
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'FIO-ESM-2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_FIO-ESM-2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'FIO-QLNM',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 26,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, FIO-ESM-2-0, historical, r1i1p1f1, mon, gn, v20191116
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'MPI-ESM-1-2-HAM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM-1-2-HAM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'HAMMOZ-Consortium',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 27,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, MPI-ESM-1-2-HAM, historical, r1i1p1f1, mon, gn, v20190627
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'INM-CM4-8',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM4-8',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 28,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, INM-CM4-8, historical, r1i1p1f1, mon, gr1, v20190530
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'INM-CM5-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM5-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 29,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, INM-CM5-0, historical, r1i1p1f1, mon, gr1, v20190610
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'IPSL-CM6A-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM6A-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 30,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, IPSL-CM6A-LR, historical, r1i1p1f1, mon, gr, v20180803
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'KIOST-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_KIOST-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'KIOST',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 31,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, KIOST-ESM, historical, r1i1p1f1, mon, gr1, v20191202
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'MIROC6',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_MIROC6',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MIROC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 32,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, MIROC6, historical, r1i1p1f1, mon, gn, v20181212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'ICON-ESM-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_ICON-ESM-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 33,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, ICON-ESM-LR, historical, r1i1p1f1, mon, gn, v20210215
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'MPI-ESM1-2-HR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-HR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 34,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, MPI-ESM1-2-HR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'MPI-ESM1-2-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 35,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, MPI-ESM1-2-LR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'MRI-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_MRI-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MRI',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 36,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, MRI-ESM2-0, historical, r1i1p1f1, mon, gn, v20190222
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'GISS-E2-1-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 37,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, GISS-E2-1-G, historical, r1i1p1f1, mon, gn, v20180827
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'GISS-E2-1-H',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-H',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 38,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, GISS-E2-1-H, historical, r1i1p1f1, mon, gn, v20190403
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 39,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CESM2, historical, r1i1p1f1, mon, gn, v20190308
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CESM2-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 40,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CESM2-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CESM2-WACCM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 41,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CESM2-WACCM, historical, r1i1p1f1, mon, gn, v20190227
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CESM2-WACCM-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 42,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CESM2-WACCM-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'NorCPM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorCPM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 43,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, NorCPM1, historical, r1i1p1f1, mon, gn, v20200724
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'NorESM2-LM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-LM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 44,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, NorESM2-LM, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'NorESM2-MM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-MM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 45,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, NorESM2-MM, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'KACE-1-0-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_KACE-1-0-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'NIMS-KMA',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 46,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, KACE-1-0-G, historical, r1i1p1f1, mon, gr, v20190910
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'GFDL-CM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-CM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 47,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, GFDL-CM4, historical, r1i1p1f1, mon, gr1, v20180701
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'GFDL-ESM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-ESM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 48,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, GFDL-ESM4, historical, r1i1p1f1, mon, gr1, v20190726
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'NESM3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_NESM3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NUIST',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 49,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, NESM3, historical, r1i1p1f1, mon, gn, v20190630
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'SAM0-UNICON',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_SAM0-UNICON',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'SNU',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 50,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, SAM0-UNICON, historical, r1i1p1f1, mon, gn, v20190323
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'CIESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_CIESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'THU',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 51,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, CIESM, historical, r1i1p1f1, mon, gr, v20200417
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'MCM-UA-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'activity': 'CMIP',
 'alias': 'CMIP6_MCM-UA-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'UA',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 52,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'units': 'W m-2',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, CMIP6, MCM-UA-1-0, historical, r1i1p1f1, mon, gn, v20190731
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'hfss',
 'dataset': 'MERRA2',
 'project': 'OBS6',
 'mip': 'Amon',
 'short_name': 'hfss',
 'alias': 'OBS6',
 'frequency': 'mon',
 'long_name': 'Surface Upward Sensible Heat Flux',
 'modeling_realm': ['atmos'],
 'original_short_name': 'hfss',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 53,
 'standard_name': 'surface_upward_sensible_heat_flux',
 'tier': 3,
 'timerange': '19800101/20220731',
 'title': 'Global Mean Surface Upward Sensible Heat Flux',
 'type': 'reanaly',
 'units': 'W m-2',
 'version': '5.12.4',
 'ylabel': 'hfss',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: hfss, Amon, OBS6, MERRA2, mon, 5.12.4
INFO    [887610] PreprocessingTask timeseries/hfss created.
INFO    [887610] Creating preprocessor task timeseries/pr
INFO    [887610] Creating preprocessor 'create_global_annual_mean_time_series_pr' task for variable 'pr'
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'ICON-XPP',
 'project': 'ICON',
 'mip': 'Amon',
 'short_name': 'pr',
 'alias': 'ICON',
 'exp': 'historical-202510p1',
 'frequency': 'mon',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'raw_name': 'tot_prec_rate',
 'recipe_dataset_index': 0,
 'standard_name': 'precipitation_flux',
 'timerange': '19950101/20140101',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'var_type': 'atm_2d_ml',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, ICON, ICON-XPP, historical-202510p1, mon
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'TaiESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_TaiESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AS-RCEC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 1,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, TaiESM1, historical, r1i1p1f1, mon, gn, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'AWI-CM-1-1-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-CM-1-1-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 2,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, AWI-CM-1-1-MR, historical, r1i1p1f1, mon, gn, v20200511
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'AWI-ESM-1-1-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-1-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 3,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, AWI-ESM-1-1-LR, historical, r1i1p1f1, mon, gn, v20200212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'AWI-ESM-1-REcoM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-REcoM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 4,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, AWI-ESM-1-REcoM, historical, r1i1p1f1, mon, gn, v20230314
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'BCC-CSM2-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-CSM2-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 5,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, BCC-CSM2-MR, historical, r1i1p1f1, mon, gn, v20181126
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'BCC-ESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-ESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 6,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, BCC-ESM1, historical, r1i1p1f1, mon, gn, v20181214
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CAMS-CSM1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAMS-CSM1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAMS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 7,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CAMS-CSM1-0, historical, r1i1p1f1, mon, gn, v20190708
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CAS-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAS-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 8,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CAS-ESM2-0, historical, r1i1p1f1, mon, gn, v20200302
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'FGOALS-f3-L',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-f3-L',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'CAS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 9,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, FGOALS-f3-L, historical, r1i1p1f1, mon, gr, v20190927
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'FGOALS-g3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-g3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 10,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, FGOALS-g3, historical, r1i1p1f1, mon, gn, v20190818
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'IITM-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_IITM-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCR-IITM',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 11,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, IITM-ESM, historical, r1i1p1f1, mon, gn, v20191226
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CanESM5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CanESM5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCma',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 12,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CanESM5, historical, r1i1p1f1, mon, gn, v20190429
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CMCC-CM2-HR4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-HR4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 13,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CMCC-CM2-HR4, historical, r1i1p1f1, mon, gn, v20200904
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CMCC-CM2-SR5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-SR5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 14,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CMCC-CM2-SR5, historical, r1i1p1f1, mon, gn, v20200616
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CMCC-ESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-ESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 15,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CMCC-ESM2, historical, r1i1p1f1, mon, gn, v20210114
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'ACCESS-ESM1-5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-ESM1-5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 16,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'ACCESS-CM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-CM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO-ARCCSS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 17,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-CM2, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'E3SM-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 18,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, E3SM-1-0, historical, r1i1p1f1, mon, gr, v20190913
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'E3SM-1-1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 19,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, E3SM-1-1, historical, r1i1p1f1, mon, gr, v20191211
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'E3SM-1-1-ECA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1-ECA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 20,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, E3SM-1-1-ECA, historical, r1i1p1f1, mon, gr, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'EC-Earth3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 21,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, EC-Earth3, historical, r1i1p1f1, mon, gr, v20200310
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'EC-Earth3-AerChem',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-AerChem',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 22,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, EC-Earth3-AerChem, historical, r1i1p1f1, mon, gr, v20200624
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'EC-Earth3-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 23,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, EC-Earth3-CC, historical, r1i1p1f1, mon, gr, v20210113
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'EC-Earth3-Veg',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 24,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, EC-Earth3-Veg, historical, r1i1p1f1, mon, gr, v20211207
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'EC-Earth3-Veg-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 25,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, EC-Earth3-Veg-LR, historical, r1i1p1f1, mon, gr, v20200217
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'FIO-ESM-2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_FIO-ESM-2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'FIO-QLNM',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 26,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, FIO-ESM-2-0, historical, r1i1p1f1, mon, gn, v20191209
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'MPI-ESM-1-2-HAM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM-1-2-HAM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'HAMMOZ-Consortium',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 27,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, MPI-ESM-1-2-HAM, historical, r1i1p1f1, mon, gn, v20190627
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'INM-CM4-8',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM4-8',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 28,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, INM-CM4-8, historical, r1i1p1f1, mon, gr1, v20190530
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'INM-CM5-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM5-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 29,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, INM-CM5-0, historical, r1i1p1f1, mon, gr1, v20190610
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'IPSL-CM5A2-INCA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM5A2-INCA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 30,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, IPSL-CM5A2-INCA, historical, r1i1p1f1, mon, gr, v20200729
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'IPSL-CM6A-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM6A-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 31,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, IPSL-CM6A-LR, historical, r1i1p1f1, mon, gr, v20180803
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'MIROC6',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_MIROC6',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MIROC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 32,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, MIROC6, historical, r1i1p1f1, mon, gn, v20181212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'ICON-ESM-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_ICON-ESM-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 33,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, ICON-ESM-LR, historical, r1i1p1f1, mon, gn, v20210215
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'MPI-ESM1-2-HR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-HR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 34,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, MPI-ESM1-2-HR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'MPI-ESM1-2-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 35,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, MPI-ESM1-2-LR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'MRI-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_MRI-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MRI',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 36,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, MRI-ESM2-0, historical, r1i1p1f1, mon, gn, v20190222
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'GISS-E2-1-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 37,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, GISS-E2-1-G, historical, r1i1p1f1, mon, gn, v20180827
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'GISS-E2-1-G-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 38,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, GISS-E2-1-G-CC, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'GISS-E2-1-H',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-H',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 39,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, GISS-E2-1-H, historical, r1i1p1f1, mon, gn, v20190403
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 40,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CESM2, historical, r1i1p1f1, mon, gn, v20190401
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CESM2-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 41,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CESM2-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CESM2-WACCM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 42,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CESM2-WACCM, historical, r1i1p1f1, mon, gn, v20190415
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CESM2-WACCM-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 43,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CESM2-WACCM-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'NorCPM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorCPM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 44,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, NorCPM1, historical, r1i1p1f1, mon, gn, v20200724
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'NorESM2-LM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-LM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 45,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, NorESM2-LM, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'NorESM2-MM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-MM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 46,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, NorESM2-MM, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'KACE-1-0-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_KACE-1-0-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'NIMS-KMA',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 47,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, KACE-1-0-G, historical, r1i1p1f1, mon, gr, v20190910
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'GFDL-CM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-CM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 48,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, GFDL-CM4, historical, r1i1p1f1, mon, gr1, v20180701
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'GFDL-ESM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-ESM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 49,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, GFDL-ESM4, historical, r1i1p1f1, mon, gr1, v20190726
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'NESM3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_NESM3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NUIST',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 50,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, NESM3, historical, r1i1p1f1, mon, gn, v20190630
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'SAM0-UNICON',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_SAM0-UNICON',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'SNU',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 51,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, SAM0-UNICON, historical, r1i1p1f1, mon, gn, v20190323
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'CIESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_CIESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'THU',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 52,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, CIESM, historical, r1i1p1f1, mon, gr, v20200417
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'MCM-UA-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'pr',
 'activity': 'CMIP',
 'alias': 'CMIP6_MCM-UA-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'UA',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 53,
 'standard_name': 'precipitation_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Precipitation',
 'units': 'kg m-2 s-1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, CMIP6, MCM-UA-1-0, historical, r1i1p1f1, mon, gn, v20191017
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'GPCP-SG',
 'project': 'OBS',
 'mip': 'Amon',
 'short_name': 'pr',
 'alias': 'OBS_GPCP-SG',
 'frequency': 'mon',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 54,
 'standard_name': 'precipitation_flux',
 'tier': 2,
 'timerange': '19790101/20230430',
 'title': 'Global Mean Precipitation',
 'type': 'atmos',
 'units': 'kg m-2 s-1',
 'version': 2.3,
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, OBS, GPCP-SG, mon, 2.3
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'pr',
 'dataset': 'ERA5',
 'project': 'native6',
 'mip': 'Amon',
 'short_name': 'pr',
 'alias': 'native6',
 'automatic_regrid': True,
 'family': 'E5',
 'frequency': 'mon',
 'long_name': 'Precipitation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'pr',
 'preprocessor': 'create_global_annual_mean_time_series_pr',
 'recipe_dataset_index': 55,
 'standard_name': 'precipitation_flux',
 'tier': 3,
 'timerange': '19790101/20211231',
 'title': 'Global Mean Precipitation',
 'tres': '1M',
 'type': 'reanaly',
 'typeid': '00',
 'units': 'kg m-2 s-1',
 'version': 'v1',
 'ylabel': 'Precipitation',
 'ylabel_units': 'mm/day'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: pr, Amon, native6, ERA5, mon, v1
INFO    [887610] PreprocessingTask timeseries/pr created.
INFO    [887610] Creating preprocessor task timeseries/rlut
INFO    [887610] Creating preprocessor 'create_global_annual_mean_time_series' task for variable 'rlut'
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'ICON-XPP',
 'project': 'ICON',
 'mip': 'Amon',
 'short_name': 'rlut',
 'alias': 'ICON',
 'exp': 'historical-202510p1',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'raw_name': 'thb_t',
 'recipe_dataset_index': 0,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19950101/20140101',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'var_type': 'atm_2d_ml',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, ICON, ICON-XPP, historical-202510p1, mon
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'TaiESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_TaiESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AS-RCEC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 1,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, TaiESM1, historical, r1i1p1f1, mon, gn, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'AWI-CM-1-1-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-CM-1-1-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 2,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, AWI-CM-1-1-MR, historical, r1i1p1f1, mon, gn, v20200511
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'AWI-ESM-1-1-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-1-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 3,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, AWI-ESM-1-1-LR, historical, r1i1p1f1, mon, gn, v20200212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'AWI-ESM-1-REcoM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-REcoM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 4,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, AWI-ESM-1-REcoM, historical, r1i1p1f1, mon, gn, v20230314
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'BCC-CSM2-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-CSM2-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 5,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, BCC-CSM2-MR, historical, r1i1p1f1, mon, gn, v20181126
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'BCC-ESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-ESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 6,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, BCC-ESM1, historical, r1i1p1f1, mon, gn, v20181214
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CAMS-CSM1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAMS-CSM1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAMS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 7,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CAMS-CSM1-0, historical, r1i1p1f1, mon, gn, v20190708
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CAS-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAS-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 8,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CAS-ESM2-0, historical, r1i1p1f1, mon, gn, v20200302
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'FGOALS-f3-L',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-f3-L',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'CAS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 9,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, FGOALS-f3-L, historical, r1i1p1f1, mon, gr, v20190927
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'FGOALS-g3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-g3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 10,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, FGOALS-g3, historical, r1i1p1f1, mon, gn, v20190818
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'IITM-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_IITM-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCR-IITM',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 11,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, IITM-ESM, historical, r1i1p1f1, mon, gn, v20191226
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CanESM5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CanESM5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCma',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 12,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CanESM5, historical, r1i1p1f1, mon, gn, v20190429
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CMCC-CM2-HR4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-HR4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 13,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CMCC-CM2-HR4, historical, r1i1p1f1, mon, gn, v20200904
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CMCC-CM2-SR5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-SR5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 14,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CMCC-CM2-SR5, historical, r1i1p1f1, mon, gn, v20200616
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CMCC-ESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-ESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 15,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CMCC-ESM2, historical, r1i1p1f1, mon, gn, v20210114
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'ACCESS-ESM1-5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-ESM1-5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 16,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, ACCESS-ESM1-5, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'ACCESS-CM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-CM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO-ARCCSS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 17,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, ACCESS-CM2, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'E3SM-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 18,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, E3SM-1-0, historical, r1i1p1f1, mon, gr, v20190913
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'E3SM-1-1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 19,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, E3SM-1-1, historical, r1i1p1f1, mon, gr, v20191211
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'E3SM-1-1-ECA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1-ECA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 20,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, E3SM-1-1-ECA, historical, r1i1p1f1, mon, gr, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'EC-Earth3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 21,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, EC-Earth3, historical, r1i1p1f1, mon, gr, v20200310
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'EC-Earth3-AerChem',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-AerChem',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 22,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, EC-Earth3-AerChem, historical, r1i1p1f1, mon, gr, v20200624
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'EC-Earth3-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 23,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, EC-Earth3-CC, historical, r1i1p1f1, mon, gr, v20210113
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'EC-Earth3-Veg',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 24,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, EC-Earth3-Veg, historical, r1i1p1f1, mon, gr, v20200225
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'EC-Earth3-Veg-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 25,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, EC-Earth3-Veg-LR, historical, r1i1p1f1, mon, gr, v20200217
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'FIO-ESM-2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_FIO-ESM-2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'FIO-QLNM',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 26,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, FIO-ESM-2-0, historical, r1i1p1f1, mon, gn, v20191116
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'MPI-ESM-1-2-HAM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM-1-2-HAM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'HAMMOZ-Consortium',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 27,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, MPI-ESM-1-2-HAM, historical, r1i1p1f1, mon, gn, v20190627
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'INM-CM4-8',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM4-8',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 28,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, INM-CM4-8, historical, r1i1p1f1, mon, gr1, v20190530
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'INM-CM5-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM5-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 29,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, INM-CM5-0, historical, r1i1p1f1, mon, gr1, v20190610
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'IPSL-CM5A2-INCA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM5A2-INCA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 30,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, IPSL-CM5A2-INCA, historical, r1i1p1f1, mon, gr, v20200729
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'IPSL-CM6A-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM6A-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 31,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, IPSL-CM6A-LR, historical, r1i1p1f1, mon, gr, v20180803
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'KIOST-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_KIOST-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'KIOST',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 32,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, KIOST-ESM, historical, r1i1p1f1, mon, gr1, v20191106
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'MIROC6',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MIROC6',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MIROC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 33,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, MIROC6, historical, r1i1p1f1, mon, gn, v20181212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'ICON-ESM-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_ICON-ESM-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 34,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, ICON-ESM-LR, historical, r1i1p1f1, mon, gn, v20210215
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'MPI-ESM1-2-HR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-HR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 35,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, MPI-ESM1-2-HR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'MPI-ESM1-2-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 36,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, MPI-ESM1-2-LR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'MRI-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MRI-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MRI',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 37,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, MRI-ESM2-0, historical, r1i1p1f1, mon, gn, v20190222
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'GISS-E2-1-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 38,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, GISS-E2-1-G, historical, r1i1p1f1, mon, gn, v20180827
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'GISS-E2-1-G-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 39,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, GISS-E2-1-G-CC, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'GISS-E2-1-H',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-H',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 40,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, GISS-E2-1-H, historical, r1i1p1f1, mon, gn, v20190403
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 41,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CESM2, historical, r1i1p1f1, mon, gn, v20190308
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CESM2-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 42,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CESM2-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CESM2-WACCM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 43,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CESM2-WACCM, historical, r1i1p1f1, mon, gn, v20190227
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CESM2-WACCM-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 44,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CESM2-WACCM-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'NorCPM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorCPM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 45,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, NorCPM1, historical, r1i1p1f1, mon, gn, v20200724
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'NorESM2-LM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-LM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 46,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, NorESM2-LM, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'NorESM2-MM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-MM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 47,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, NorESM2-MM, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'KACE-1-0-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_KACE-1-0-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'NIMS-KMA',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 48,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, KACE-1-0-G, historical, r1i1p1f1, mon, gr, v20190910
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'GFDL-CM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-CM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 49,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, GFDL-CM4, historical, r1i1p1f1, mon, gr1, v20180701
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'GFDL-ESM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-ESM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 50,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, GFDL-ESM4, historical, r1i1p1f1, mon, gr1, v20190726
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'NESM3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NESM3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NUIST',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 51,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, NESM3, historical, r1i1p1f1, mon, gn, v20190630
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'SAM0-UNICON',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_SAM0-UNICON',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'SNU',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 52,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, SAM0-UNICON, historical, r1i1p1f1, mon, gn, v20190323
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CIESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CIESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'THU',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 53,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, CIESM, historical, r1i1p1f1, mon, gr, v20200417
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'MCM-UA-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MCM-UA-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'UA',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 54,
 'standard_name': 'toa_outgoing_longwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, CMIP6, MCM-UA-1-0, historical, r1i1p1f1, mon, gn, v20190731
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'CERES-EBAF',
 'project': 'OBS',
 'mip': 'Amon',
 'short_name': 'rlut',
 'alias': 'OBS_CERES-EBAF',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 55,
 'standard_name': 'toa_outgoing_longwave_flux',
 'tier': 2,
 'timerange': '20000331/20231130',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'type': 'sat',
 'units': 'W m-2',
 'version': 'Ed4.2',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, OBS, CERES-EBAF, mon, Ed4.2
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'ISCCP-FH',
 'project': 'OBS',
 'mip': 'Amon',
 'short_name': 'rlut',
 'alias': 'OBS_ISCCP-FH',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 56,
 'standard_name': 'toa_outgoing_longwave_flux',
 'tier': 2,
 'timerange': '19840101/20161231',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'type': 'sat',
 'units': 'W m-2',
 'version': 'v0',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, OBS, ISCCP-FH, mon, v0
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rlut',
 'dataset': 'MERRA2',
 'project': 'OBS6',
 'mip': 'Amon',
 'short_name': 'rlut',
 'alias': 'OBS6',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Longwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rlut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 57,
 'standard_name': 'toa_outgoing_longwave_flux',
 'tier': 3,
 'timerange': '19800101/20220731',
 'title': 'Global Mean TOA Outgoing Longwave Radiation',
 'type': 'reanaly',
 'units': 'W m-2',
 'version': '5.12.4',
 'ylabel': 'rlut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rlut, Amon, OBS6, MERRA2, mon, 5.12.4
INFO    [887610] PreprocessingTask timeseries/rlut created.
INFO    [887610] Creating preprocessor task timeseries/rsut
INFO    [887610] Creating preprocessor 'create_global_annual_mean_time_series' task for variable 'rsut'
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'ICON-XPP',
 'project': 'ICON',
 'mip': 'Amon',
 'short_name': 'rsut',
 'alias': 'ICON',
 'exp': 'historical-202510p1',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'raw_name': 'sou_t',
 'recipe_dataset_index': 0,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19950101/20140101',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'var_type': 'atm_2d_ml',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, ICON, ICON-XPP, historical-202510p1, mon
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'TaiESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_TaiESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AS-RCEC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 1,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, TaiESM1, historical, r1i1p1f1, mon, gn, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'AWI-CM-1-1-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-CM-1-1-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 2,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, AWI-CM-1-1-MR, historical, r1i1p1f1, mon, gn, v20200511
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'AWI-ESM-1-1-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-1-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 3,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, AWI-ESM-1-1-LR, historical, r1i1p1f1, mon, gn, v20200212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'AWI-ESM-1-REcoM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-REcoM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 4,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, AWI-ESM-1-REcoM, historical, r1i1p1f1, mon, gn, v20230314
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'BCC-CSM2-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-CSM2-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 5,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, BCC-CSM2-MR, historical, r1i1p1f1, mon, gn, v20181126
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'BCC-ESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-ESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 6,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, BCC-ESM1, historical, r1i1p1f1, mon, gn, v20181214
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CAMS-CSM1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAMS-CSM1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAMS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 7,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CAMS-CSM1-0, historical, r1i1p1f1, mon, gn, v20190708
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CAS-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAS-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 8,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CAS-ESM2-0, historical, r1i1p1f1, mon, gn, v20200302
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'FGOALS-f3-L',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-f3-L',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'CAS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 9,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, FGOALS-f3-L, historical, r1i1p1f1, mon, gr, v20190927
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'FGOALS-g3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-g3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 10,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, FGOALS-g3, historical, r1i1p1f1, mon, gn, v20190818
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'IITM-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_IITM-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCR-IITM',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 11,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, IITM-ESM, historical, r1i1p1f1, mon, gn, v20191226
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CanESM5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CanESM5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCma',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 12,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CanESM5, historical, r1i1p1f1, mon, gn, v20190429
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CMCC-CM2-HR4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-HR4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 13,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CMCC-CM2-HR4, historical, r1i1p1f1, mon, gn, v20200904
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CMCC-CM2-SR5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-SR5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 14,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CMCC-CM2-SR5, historical, r1i1p1f1, mon, gn, v20200616
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CMCC-ESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-ESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 15,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CMCC-ESM2, historical, r1i1p1f1, mon, gn, v20210114
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'ACCESS-ESM1-5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-ESM1-5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 16,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, ACCESS-ESM1-5, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'ACCESS-CM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-CM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO-ARCCSS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 17,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, ACCESS-CM2, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'E3SM-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 18,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, E3SM-1-0, historical, r1i1p1f1, mon, gr, v20190913
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'E3SM-1-1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 19,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, E3SM-1-1, historical, r1i1p1f1, mon, gr, v20191211
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'E3SM-1-1-ECA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1-ECA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 20,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, E3SM-1-1-ECA, historical, r1i1p1f1, mon, gr, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'EC-Earth3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 21,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, EC-Earth3, historical, r1i1p1f1, mon, gr, v20200310
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'EC-Earth3-AerChem',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-AerChem',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 22,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, EC-Earth3-AerChem, historical, r1i1p1f1, mon, gr, v20200624
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'EC-Earth3-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 23,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, EC-Earth3-CC, historical, r1i1p1f1, mon, gr, v20210113
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'EC-Earth3-Veg',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 24,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, EC-Earth3-Veg, historical, r1i1p1f1, mon, gr, v20200225
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'EC-Earth3-Veg-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 25,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, EC-Earth3-Veg-LR, historical, r1i1p1f1, mon, gr, v20200217
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'FIO-ESM-2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_FIO-ESM-2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'FIO-QLNM',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 26,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, FIO-ESM-2-0, historical, r1i1p1f1, mon, gn, v20200921
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'MPI-ESM-1-2-HAM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM-1-2-HAM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'HAMMOZ-Consortium',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 27,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, MPI-ESM-1-2-HAM, historical, r1i1p1f1, mon, gn, v20190627
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'INM-CM4-8',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM4-8',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 28,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, INM-CM4-8, historical, r1i1p1f1, mon, gr1, v20190530
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'INM-CM5-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM5-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 29,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, INM-CM5-0, historical, r1i1p1f1, mon, gr1, v20190610
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'IPSL-CM5A2-INCA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM5A2-INCA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 30,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, IPSL-CM5A2-INCA, historical, r1i1p1f1, mon, gr, v20200729
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'IPSL-CM6A-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM6A-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 31,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, IPSL-CM6A-LR, historical, r1i1p1f1, mon, gr, v20180803
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'KIOST-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_KIOST-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'KIOST',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 32,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, KIOST-ESM, historical, r1i1p1f1, mon, gr1, v20201016
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'MIROC6',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MIROC6',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MIROC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 33,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, MIROC6, historical, r1i1p1f1, mon, gn, v20190311
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'ICON-ESM-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_ICON-ESM-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 34,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, ICON-ESM-LR, historical, r1i1p1f1, mon, gn, v20210215
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'MPI-ESM1-2-HR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-HR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 35,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, MPI-ESM1-2-HR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'MPI-ESM1-2-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 36,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, MPI-ESM1-2-LR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'MRI-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_MRI-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MRI',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 37,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, MRI-ESM2-0, historical, r1i1p1f1, mon, gn, v20190222
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'GISS-E2-1-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 38,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, GISS-E2-1-G, historical, r1i1p1f1, mon, gn, v20180827
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'GISS-E2-1-G-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 39,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, GISS-E2-1-G-CC, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'GISS-E2-1-H',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-H',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 40,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, GISS-E2-1-H, historical, r1i1p1f1, mon, gn, v20190403
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 41,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CESM2, historical, r1i1p1f1, mon, gn, v20190308
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CESM2-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 42,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CESM2-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CESM2-WACCM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 43,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CESM2-WACCM, historical, r1i1p1f1, mon, gn, v20190227
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CESM2-WACCM-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 44,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CESM2-WACCM-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'NorCPM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorCPM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 45,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, NorCPM1, historical, r1i1p1f1, mon, gn, v20200724
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'NorESM2-LM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-LM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 46,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, NorESM2-LM, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'NorESM2-MM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-MM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 47,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, NorESM2-MM, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'KACE-1-0-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_KACE-1-0-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'NIMS-KMA',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 48,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, KACE-1-0-G, historical, r1i1p1f1, mon, gr, v20190910
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'GFDL-CM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-CM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 49,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, GFDL-CM4, historical, r1i1p1f1, mon, gr1, v20180701
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'GFDL-ESM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-ESM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 50,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, GFDL-ESM4, historical, r1i1p1f1, mon, gr1, v20190726
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'NESM3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_NESM3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NUIST',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 51,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, NESM3, historical, r1i1p1f1, mon, gn, v20190630
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'SAM0-UNICON',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_SAM0-UNICON',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'SNU',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 52,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, SAM0-UNICON, historical, r1i1p1f1, mon, gn, v20190323
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CIESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'activity': 'CMIP',
 'alias': 'CMIP6_CIESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'THU',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 53,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'units': 'W m-2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, CMIP6, CIESM, historical, r1i1p1f1, mon, gr, v20200417
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'CERES-EBAF',
 'project': 'OBS',
 'mip': 'Amon',
 'short_name': 'rsut',
 'alias': 'OBS_CERES-EBAF',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 54,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'tier': 2,
 'timerange': '20000331/20231130',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'type': 'sat',
 'units': 'W m-2',
 'version': 'Ed4.2',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, OBS, CERES-EBAF, mon, Ed4.2
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'ISCCP-FH',
 'project': 'OBS',
 'mip': 'Amon',
 'short_name': 'rsut',
 'alias': 'OBS_ISCCP-FH',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 55,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'tier': 2,
 'timerange': '19840101/20161231',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'type': 'sat',
 'units': 'W m-2',
 'version': 'v0',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, OBS, ISCCP-FH, mon, v0
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rsut',
 'dataset': 'MERRA2',
 'project': 'OBS6',
 'mip': 'Amon',
 'short_name': 'rsut',
 'alias': 'OBS6',
 'frequency': 'mon',
 'long_name': 'TOA Outgoing Shortwave Radiation',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rsut',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 56,
 'standard_name': 'toa_outgoing_shortwave_flux',
 'tier': 3,
 'timerange': '19800101/20220731',
 'title': 'Global Mean TOA Outgoing Shortwave Radiation',
 'type': 'reanaly',
 'units': 'W m-2',
 'version': '5.12.4',
 'ylabel': 'rsut',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rsut, Amon, OBS6, MERRA2, mon, 5.12.4
INFO    [887610] PreprocessingTask timeseries/rsut created.
INFO    [887610] Creating preprocessor task timeseries/rtmt
INFO    [887610] Creating preprocessor 'create_global_annual_mean_time_series' task for variable 'rtmt'
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'ICON-XPP',
 'project': 'ICON',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'alias': 'ICON',
 'exp': 'historical-202510p1',
 'frequency': 'mon',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 0,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19950101/20140101',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'var_type': 'atm_2d_ml',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, ICON, ICON-XPP, historical-202510p1, mon
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'TaiESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_TaiESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AS-RCEC',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 1,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, TaiESM1, historical, r1i1p1f1, mon, gn, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'BCC-CSM2-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-CSM2-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 2,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, BCC-CSM2-MR, historical, r1i1p1f1, mon, gn, v20181126
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'BCC-ESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-ESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 3,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, BCC-ESM1, historical, r1i1p1f1, mon, gn, v20181214
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'FGOALS-g3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-g3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 4,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, FGOALS-g3, historical, r1i1p1f1, mon, gn, v20190818
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'CanESM5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_CanESM5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCma',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 5,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, CanESM5, historical, r1i1p1f1, mon, gn, v20190429
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'ACCESS-ESM1-5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-ESM1-5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 6,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, ACCESS-ESM1-5, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'ACCESS-CM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-CM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO-ARCCSS',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 7,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, ACCESS-CM2, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'E3SM-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 8,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, E3SM-1-0, historical, r1i1p1f1, mon, gr, v20190913
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'E3SM-1-1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 9,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, E3SM-1-1, historical, r1i1p1f1, mon, gr, v20191211
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'E3SM-1-1-ECA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1-ECA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 10,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, E3SM-1-1-ECA, historical, r1i1p1f1, mon, gr, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'INM-CM4-8',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM4-8',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 11,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, INM-CM4-8, historical, r1i1p1f1, mon, gr1, v20190530
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'INM-CM5-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM5-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 12,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, INM-CM5-0, historical, r1i1p1f1, mon, gr1, v20190610
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'IPSL-CM6A-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM6A-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 13,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, IPSL-CM6A-LR, historical, r1i1p1f1, mon, gr, v20180803
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'MIROC6',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_MIROC6',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MIROC',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 14,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, MIROC6, historical, r1i1p1f1, mon, gn, v20181212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'ICON-ESM-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_ICON-ESM-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 15,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, ICON-ESM-LR, historical, r1i1p1f1, mon, gn, v20210215
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'GISS-E2-1-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 16,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, GISS-E2-1-G, historical, r1i1p1f1, mon, gn, v20180827
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'GISS-E2-1-H',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-H',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 17,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, GISS-E2-1-H, historical, r1i1p1f1, mon, gn, v20190403
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'CESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 18,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, CESM2, historical, r1i1p1f1, mon, gn, v20190308
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'CESM2-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 19,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, CESM2-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'CESM2-WACCM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 20,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, CESM2-WACCM, historical, r1i1p1f1, mon, gn, v20190227
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'CESM2-WACCM-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 21,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, CESM2-WACCM-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'NorESM2-LM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-LM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 22,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, NorESM2-LM, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'NorESM2-MM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-MM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 23,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, NorESM2-MM, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'KACE-1-0-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_KACE-1-0-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'NIMS-KMA',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 24,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, KACE-1-0-G, historical, r1i1p1f1, mon, gr, v20190910
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'GFDL-CM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-CM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 25,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, GFDL-CM4, historical, r1i1p1f1, mon, gr1, v20180701
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'GFDL-ESM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-ESM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 26,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, GFDL-ESM4, historical, r1i1p1f1, mon, gr1, v20190726
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'SAM0-UNICON',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_SAM0-UNICON',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'SNU',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 27,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, SAM0-UNICON, historical, r1i1p1f1, mon, gn, v20190323
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'rtmt',
 'dataset': 'MCM-UA-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'rtmt',
 'activity': 'CMIP',
 'alias': 'CMIP6_MCM-UA-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'UA',
 'long_name': 'Net Downward Radiative Flux at Top of Model',
 'modeling_realm': ['atmos'],
 'original_short_name': 'rtmt',
 'preprocessor': 'create_global_annual_mean_time_series',
 'recipe_dataset_index': 28,
 'standard_name': 'net_downward_radiative_flux_at_top_of_atmosphere_model',
 'timerange': '19790101/20141231',
 'title': 'Global Mean TOA Net Downward Total Radiation',
 'units': 'W m-2',
 'ylabel': 'rtmt',
 'ylabel_units': 'W m-2'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: rtmt, Amon, CMIP6, MCM-UA-1-0, historical, r1i1p1f1, mon, gn, v20190731
INFO    [887610] PreprocessingTask timeseries/rtmt created.
INFO    [887610] Creating preprocessor task timeseries/tas
INFO    [887610] Creating preprocessor 'create_global_annual_mean_time_series_tas' task for variable 'tas'
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'ICON-XPP',
 'project': 'ICON',
 'mip': 'Amon',
 'short_name': 'tas',
 'alias': 'ICON',
 'exp': 'historical-202510p1',
 'frequency': 'mon',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'raw_name': 't_2m',
 'recipe_dataset_index': 0,
 'standard_name': 'air_temperature',
 'timerange': '19950101/20140101',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'var_type': 'atm_2d_ml',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, ICON, ICON-XPP, historical-202510p1, mon
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'TaiESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_TaiESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AS-RCEC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 1,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, TaiESM1, historical, r1i1p1f1, mon, gn, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'AWI-CM-1-1-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-CM-1-1-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 2,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, AWI-CM-1-1-MR, historical, r1i1p1f1, mon, gn, v20200720
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'AWI-ESM-1-1-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-1-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 3,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, AWI-ESM-1-1-LR, historical, r1i1p1f1, mon, gn, v20200212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'AWI-ESM-1-REcoM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_AWI-ESM-1-REcoM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'AWI',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 4,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, AWI-ESM-1-REcoM, historical, r1i1p1f1, mon, gn, v20230314
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'BCC-CSM2-MR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-CSM2-MR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 5,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, BCC-CSM2-MR, historical, r1i1p1f1, mon, gn, v20181126
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'BCC-ESM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_BCC-ESM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'BCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 6,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, BCC-ESM1, historical, r1i1p1f1, mon, gn, v20181214
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CAMS-CSM1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAMS-CSM1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAMS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 7,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CAMS-CSM1-0, historical, r1i1p1f1, mon, gn, v20190708
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CAS-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CAS-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 8,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CAS-ESM2-0, historical, r1i1p1f1, mon, gn, v20200302
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'FGOALS-f3-L',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-f3-L',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'CAS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 9,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, FGOALS-f3-L, historical, r1i1p1f1, mon, gr, v20190927
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'FGOALS-g3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_FGOALS-g3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CAS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 10,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, FGOALS-g3, historical, r1i1p1f1, mon, gn, v20190818
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'IITM-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_IITM-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCR-IITM',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 11,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, IITM-ESM, historical, r1i1p1f1, mon, gn, v20191226
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CanESM5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CanESM5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CCCma',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 12,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CanESM5, historical, r1i1p1f1, mon, gn, v20190429
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CMCC-CM2-HR4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-HR4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 13,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CMCC-CM2-HR4, historical, r1i1p1f1, mon, gn, v20200904
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CMCC-CM2-SR5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-CM2-SR5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 14,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CMCC-CM2-SR5, historical, r1i1p1f1, mon, gn, v20200616
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CMCC-ESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CMCC-ESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CMCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 15,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CMCC-ESM2, historical, r1i1p1f1, mon, gn, v20210114
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'ACCESS-ESM1-5',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-ESM1-5',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 16,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, ACCESS-ESM1-5, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'ACCESS-CM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_ACCESS-CM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'CSIRO-ARCCSS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 17,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, ACCESS-CM2, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'E3SM-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 18,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, E3SM-1-0, historical, r1i1p1f1, mon, gr, v20190913
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'E3SM-1-1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 19,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, E3SM-1-1, historical, r1i1p1f1, mon, gr, v20191211
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'E3SM-1-1-ECA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_E3SM-1-1-ECA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'E3SM-Project',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 20,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, E3SM-1-1-ECA, historical, r1i1p1f1, mon, gr, v20200623
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'EC-Earth3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 21,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, EC-Earth3, historical, r1i1p1f1, mon, gr, v20200310
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'EC-Earth3-AerChem',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-AerChem',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 22,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, EC-Earth3-AerChem, historical, r1i1p1f1, mon, gr, v20200624
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'EC-Earth3-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 23,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, EC-Earth3-CC, historical, r1i1p1f1, mon, gr, v20210113
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'EC-Earth3-Veg',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 24,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, EC-Earth3-Veg, historical, r1i1p1f1, mon, gr, v20211207
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'EC-Earth3-Veg-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_EC-Earth3-Veg-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'EC-Earth-Consortium',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 25,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, EC-Earth3-Veg-LR, historical, r1i1p1f1, mon, gr, v20200217
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'FIO-ESM-2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_FIO-ESM-2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'FIO-QLNM',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 26,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, FIO-ESM-2-0, historical, r1i1p1f1, mon, gn, v20191115
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'MPI-ESM-1-2-HAM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM-1-2-HAM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'HAMMOZ-Consortium',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 27,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, MPI-ESM-1-2-HAM, historical, r1i1p1f1, mon, gn, v20190627
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'INM-CM4-8',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM4-8',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 28,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, INM-CM4-8, historical, r1i1p1f1, mon, gr1, v20190530
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'INM-CM5-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_INM-CM5-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'INM',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 29,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, INM-CM5-0, historical, r1i1p1f1, mon, gr1, v20190610
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'IPSL-CM5A2-INCA',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM5A2-INCA',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 30,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, IPSL-CM5A2-INCA, historical, r1i1p1f1, mon, gr, v20200729
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'IPSL-CM6A-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_IPSL-CM6A-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'IPSL',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 31,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, IPSL-CM6A-LR, historical, r1i1p1f1, mon, gr, v20180803
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'KIOST-ESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_KIOST-ESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'KIOST',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 32,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, KIOST-ESM, historical, r1i1p1f1, mon, gr1, v20191106
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'MIROC6',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_MIROC6',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MIROC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 33,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, MIROC6, historical, r1i1p1f1, mon, gn, v20181212
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'ICON-ESM-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_ICON-ESM-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 34,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, ICON-ESM-LR, historical, r1i1p1f1, mon, gn, v20210215
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'MPI-ESM1-2-HR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-HR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 35,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, MPI-ESM1-2-HR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'MPI-ESM1-2-LR',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_MPI-ESM1-2-LR',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MPI-M',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 36,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, MPI-ESM1-2-LR, historical, r1i1p1f1, mon, gn, v20190710
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'MRI-ESM2-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_MRI-ESM2-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'MRI',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 37,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, MRI-ESM2-0, historical, r1i1p1f1, mon, gn, v20190222
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'GISS-E2-1-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 38,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, GISS-E2-1-G, historical, r1i1p1f1, mon, gn, v20180827
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'GISS-E2-1-G-CC',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-G-CC',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 39,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, GISS-E2-1-G-CC, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'GISS-E2-1-H',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_GISS-E2-1-H',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NASA-GISS',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 40,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, GISS-E2-1-H, historical, r1i1p1f1, mon, gn, v20190403
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CESM2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 41,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CESM2, historical, r1i1p1f1, mon, gn, v20190308
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CESM2-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 42,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CESM2-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CESM2-WACCM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 43,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CESM2-WACCM, historical, r1i1p1f1, mon, gn, v20190227
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CESM2-WACCM-FV2',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CESM2-WACCM-FV2',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCAR',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 44,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CESM2-WACCM-FV2, historical, r1i1p1f1, mon, gn, v20191120
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'NorCPM1',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorCPM1',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 45,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, NorCPM1, historical, r1i1p1f1, mon, gn, v20200724
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'NorESM2-LM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-LM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 46,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, NorESM2-LM, historical, r1i1p1f1, mon, gn, v20190815
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'NorESM2-MM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_NorESM2-MM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NCC',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 47,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, NorESM2-MM, historical, r1i1p1f1, mon, gn, v20191108
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'KACE-1-0-G',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_KACE-1-0-G',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'NIMS-KMA',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 48,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, KACE-1-0-G, historical, r1i1p1f1, mon, gr, v20191028
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'GFDL-CM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-CM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 49,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, GFDL-CM4, historical, r1i1p1f1, mon, gr1, v20180701
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'GFDL-ESM4',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_GFDL-ESM4',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr1',
 'institute': 'NOAA-GFDL',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 50,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, GFDL-ESM4, historical, r1i1p1f1, mon, gr1, v20190726
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'NESM3',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_NESM3',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'NUIST',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 51,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, NESM3, historical, r1i1p1f1, mon, gn, v20190630
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'SAM0-UNICON',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_SAM0-UNICON',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'SNU',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 52,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, SAM0-UNICON, historical, r1i1p1f1, mon, gn, v20190323
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'CIESM',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_CIESM',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gr',
 'institute': 'THU',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 53,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, CIESM, historical, r1i1p1f1, mon, gr, v20200417
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'MCM-UA-1-0',
 'project': 'CMIP6',
 'mip': 'Amon',
 'short_name': 'tas',
 'activity': 'CMIP',
 'alias': 'CMIP6_MCM-UA-1-0',
 'ensemble': 'r1i1p1f1',
 'exp': 'historical',
 'frequency': 'mon',
 'grid': 'gn',
 'institute': 'UA',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 54,
 'standard_name': 'air_temperature',
 'timerange': '19790101/20141231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'units': 'K',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, CMIP6, MCM-UA-1-0, historical, r1i1p1f1, mon, gn, v20190731
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'ERA5',
 'project': 'native6',
 'mip': 'Amon',
 'short_name': 'tas',
 'alias': 'native6',
 'automatic_regrid': True,
 'family': 'E5',
 'frequency': 'mon',
 'grib_id': '167',
 'level': 'sf',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 55,
 'standard_name': 'air_temperature',
 'tier': 3,
 'timerange': '19790101/20211231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'tres': '1M',
 'type': 'reanaly',
 'typeid': '00',
 'units': 'K',
 'version': 'v1',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, native6, ERA5, mon, v1
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'HadCRUT5',
 'project': 'OBS',
 'mip': 'Amon',
 'short_name': 'tas',
 'alias': 'OBS_HadCRUT5',
 'frequency': 'mon',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 56,
 'standard_name': 'air_temperature',
 'tier': 2,
 'timerange': '19790101/20211231',
 'title': 'Global Mean Near-Surface Air Temperature',
 'type': 'ground',
 'units': 'K',
 'version': '5.0.1.0-analysis',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, OBS, HadCRUT5, mon, 5.0.1.0-analysis
WARNING [887610] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset:
{'diagnostic': 'timeseries',
 'variable_group': 'tas',
 'dataset': 'MERRA2',
 'project': 'OBS6',
 'mip': 'Amon',
 'short_name': 'tas',
 'alias': 'OBS6',
 'frequency': 'mon',
 'long_name': 'Near-Surface Air Temperature',
 'modeling_realm': ['atmos'],
 'original_short_name': 'tas',
 'preprocessor': 'create_global_annual_mean_time_series_tas',
 'recipe_dataset_index': 57,
 'standard_name': 'air_temperature',
 'tier': 3,
 'timerange': '19800101/20220731',
 'title': 'Global Mean Near-Surface Air Temperature',
 'type': 'reanaly',
 'units': 'K',
 'version': '5.12.4',
 'ylabel': 'T',
 'ylabel_units': '°C'}
session: 'recipe_basics_timeseries_20260310_135603'.
INFO    [887610] Found input files for Dataset: tas, Amon, OBS6, MERRA2, mon, 5.12.4
INFO    [887610] PreprocessingTask timeseries/tas created.
INFO    [887610] These tasks will be executed: timeseries/rsut, timeseries/rtmt, timeseries/hfss, timeseries/rlut, timeseries/tas, timeseries/hfls, timeseries/plot, timeseries/pr
INFO    [887610] Wrote recipe with version numbers and wildcards to:
file:///work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/recipe_basics_timeseries_filled.yml
INFO    [887610] Using Dask distributed scheduler (address: tcp://127.0.0.1:42025, dashboard link: http://127.0.0.1:33319/status)
INFO    [887610] Running 8 tasks using 4 processes
INFO    [887888] Starting task timeseries/hfls in process [887888]
INFO    [887890] Starting task timeseries/hfss in process [887890]
INFO    [887892] Starting task timeseries/pr in process [887892]
INFO    [887894] Starting task timeseries/rlut in process [887894]
INFO    [887610] Progress: 4 tasks running, 4 tasks waiting for ancestors, 0/8 done
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887892] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887892] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887892] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887892] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887892] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887890] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887890] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887890] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887890] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887890] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset KACE-1-0-G causes discontinuities in the longitude coordinate.
WARNING [887892] Using 'area_weighted' regridder scheme in Omon variables for dataset KACE-1-0-G causes discontinuities in the longitude coordinate.
INFO    [887894] Computing and saving data for preprocessing task timeseries/rlut
INFO    [887894] timeseries/rlut               [########################################] | 100% Completed | 10.10 s
INFO    [887892] Computing and saving data for preprocessing task timeseries/pr
INFO    [887894] Successfully completed task timeseries/rlut (priority 4) in 0:00:51.046678
INFO    [887610] Progress: 3 tasks running, 4 tasks waiting for ancestors, 1/8 done
INFO    [887610] Progress: 4 tasks running, 3 tasks waiting for ancestors, 1/8 done
INFO    [887894] Starting task timeseries/rsut in process [887894]
INFO    [887892] timeseries/pr                 [################################        ] |  81% Completed | 10.51 s
INFO    [887892] timeseries/pr                 [########################################] | 100% Completed | 12.51 s
INFO    [887892] Successfully completed task timeseries/pr (priority 3) in 0:01:03.729944
INFO    [887610] Progress: 3 tasks running, 3 tasks waiting for ancestors, 2/8 done
INFO    [887892] Starting task timeseries/rtmt in process [887892]
INFO    [887610] Progress: 4 tasks running, 2 tasks waiting for ancestors, 2/8 done
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset KACE-1-0-G causes discontinuities in the longitude coordinate.
WARNING [887890] Using 'area_weighted' regridder scheme in Omon variables for dataset KACE-1-0-G causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
INFO    [887888] Computing and saving data for preprocessing task timeseries/hfls
INFO    [887888] timeseries/hfls               [########################################] | 100% Completed | 10.20 s
INFO    [887890] Computing and saving data for preprocessing task timeseries/hfss
INFO    [887888] Successfully completed task timeseries/hfls (priority 1) in 0:01:26.458956
INFO    [887610] Progress: 3 tasks running, 2 tasks waiting for ancestors, 3/8 done
INFO    [887610] Progress: 4 tasks running, 1 tasks waiting for ancestors, 3/8 done
INFO    [887888] Starting task timeseries/tas in process [887888]
WARNING [887892] Using 'area_weighted' regridder scheme in Omon variables for dataset KACE-1-0-G causes discontinuities in the longitude coordinate.
INFO    [887890] timeseries/hfss               [########################################] | 100% Completed | 10.91 s
INFO    [887892] Computing and saving data for preprocessing task timeseries/rtmt
INFO    [887890] Successfully completed task timeseries/hfss (priority 2) in 0:01:37.518742
INFO    [887610] Progress: 3 tasks running, 1 tasks waiting for ancestors, 4/8 done
WARNING [887894] Using 'area_weighted' regridder scheme in Omon variables for dataset KACE-1-0-G causes discontinuities in the longitude coordinate.
INFO    [887892] timeseries/rtmt               [########################################] | 100% Completed | 6.15 s
INFO    [887892] Successfully completed task timeseries/rtmt (priority 6) in 0:00:38.956636
INFO    [887610] Progress: 2 tasks running, 1 tasks waiting for ancestors, 5/8 done
INFO    [887894] Computing and saving data for preprocessing task timeseries/rsut
INFO    [887894] timeseries/rsut               [########################################] | 100% Completed | 9.82 s
INFO    [887894] Successfully completed task timeseries/rsut (priority 5) in 0:01:08.166253
INFO    [887610] Progress: 1 tasks running, 1 tasks waiting for ancestors, 6/8 done
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset IITM-ESM causes discontinuities in the longitude coordinate.
WARNING [887888] Using 'area_weighted' regridder scheme in Omon variables for dataset KACE-1-0-G causes discontinuities in the longitude coordinate.
WARNING [887888] Found variable tas in CMIP6:MCM-UA-1-0, but there were other present in the file. Those extra variables are usually metadata (cell area, latitude descriptions) that was not saved according to CF-conventions. It is possible that errors appear further on because of this.
Full list of cubes encountered: 0: air_temperature / (K)               (time: 1980; latitude: 80; longitude: 96)
1: height / (1)                        (scalar cube)
INFO    [887888] Computing and saving data for preprocessing task timeseries/tas
INFO    [887888] timeseries/tas                [####################                    ] |  51% Completed | 10.66 s
INFO    [887888] timeseries/tas                [########################################] | 100% Completed | 14.66 s
INFO    [887888] Successfully completed task timeseries/tas (priority 7) in 0:01:32.317071
INFO    [887610] Progress: 0 tasks running, 1 tasks waiting for ancestors, 7/8 done
INFO    [887610] Progress: 1 tasks running, 0 tasks waiting for ancestors, 7/8 done
INFO    [887890] Starting task timeseries/plot in process [887890]
INFO    [887890] Running command ['/home/b/b309141/micromamba/envs/esm/bin/python3.13', '/home/b/b309141/repos/ESMValTool/esmvaltool/diag_scripts/monitor/multi_datasets.py', '/work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/timeseries/plot/settings.yml']
INFO    [887890] Writing output to /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/work/timeseries/plot
INFO    [887890] Writing plots to /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/plots/timeseries/plot
INFO    [887890] Writing log to /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/timeseries/plot/log.txt
INFO    [887890] To re-run this diagnostic script, run:
cd /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/timeseries/plot; MPLBACKEND="Agg" /home/b/b309141/micromamba/envs/esm/bin/python3.13 /home/b/b309141/repos/ESMValTool/esmvaltool/diag_scripts/monitor/multi_datasets.py /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/timeseries/plot/settings.yml
INFO    [887890] Successfully completed task timeseries/plot (priority 0) in 0:00:34.333285
INFO    [887610] Progress: 0 tasks running, 0 tasks waiting for ancestors, 8/8 done
INFO    [887610] Successfully completed all tasks.
INFO    [887610] Wrote recipe with version numbers and wildcards to:
file:///work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/recipe_basics_timeseries_filled.yml
INFO    [887610] Wrote recipe output to:
file:///work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/index.html
INFO    [887610] It looks like you are connected to a remote machine via SSH. To show the output html file, you can try the following command on your local machine:
server=136.172.124.3 && port=31415 && ssh -t -L ${port}:localhost:${port} b309141@${server} /home/b/b309141/micromamba/envs/esm/bin/python3.13 -m http.server ${port} -d /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603
Then visit http://localhost:31415 in your browser
INFO    [887610] If the port 31415 is already in use, you can replace it with any other free one (e.g., 12789). If you are connected through a jump host, replace the server IP address 136.172.124.3 with your SSH server name
INFO    [887610] Ending the Earth System Model Evaluation Tool at time: 2026-03-10 14:00:12 UTC
INFO    [887610] Time for running the recipe was: 0:04:08.567285
INFO    [887610] Maximum memory used (estimate): 10.5 GB
INFO    [887610] Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur.
INFO    [887610] Removing `preproc` directory containing preprocessed data
INFO    [887610] If this data is further needed, then set `remove_preproc_dir` to `false` in your configuration
WARNING [887610] Input data is not (fully) CMOR-compliant, see /work/bd1179/output_iconeval/0000_historical_202510p1_20260310_135527UTC/esmvaltool_output/recipe_basics_timeseries_20260310_135603/run/cmor_log.txt for details
INFO    [887610] Run was successful