2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:608 ______________________________________________________________________ _____ ____ __ ____ __ _ _____ _ | ____/ ___|| \/ \ \ / /_ _| |_ _|__ ___ | | | _| \___ \| |\/| |\ \ / / _` | | | |/ _ \ / _ \| | | |___ ___) | | | | \ 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! 2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:609 Package versions 2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:610 ---------------- 2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:611 ESMValCore: 2.13.0rc1 2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:613 ESMValTool: 2.1.0.dev1375+g59d773654 2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:614 ---------------- 2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:615 Reading configuration files from: /projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config/configurations/defaults (defaults) /nird/home/tomast/.config/esmvaltool (default user configuration directory) 2025-09-04 09:42:07,460 UTC [2748969] INFO esmvalcore._main:619 Writing program log files to: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/main_log.txt /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/main_log_debug.txt /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/cmor_log.txt 2025-09-04 09:42:08,885 UTC [2748969] INFO esmvalcore._main:103 Starting the Earth System Model Evaluation Tool at time: 2025-09-04 09:42:08 UTC 2025-09-04 09:42:08,885 UTC [2748969] INFO esmvalcore._main:108 ---------------------------------------------------------------------- 2025-09-04 09:42:08,885 UTC [2748969] INFO esmvalcore._main:109 RECIPE = /projects/NS2980K/home/tomast/ESMValTool/ESMValTool-TTfork/esmvaltool/recipes/recipe_ocean_quadmap.yml 2025-09-04 09:42:08,885 UTC [2748969] INFO esmvalcore._main:110 RUNDIR = /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run 2025-09-04 09:42:08,885 UTC [2748969] INFO esmvalcore._main:111 WORKDIR = /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/work 2025-09-04 09:42:08,885 UTC [2748969] INFO esmvalcore._main:112 PREPROCDIR = /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc 2025-09-04 09:42:08,886 UTC [2748969] INFO esmvalcore._main:113 PLOTDIR = /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/plots 2025-09-04 09:42:08,886 UTC [2748969] INFO esmvalcore._main:114 ---------------------------------------------------------------------- 2025-09-04 09:42:08,886 UTC [2748969] INFO esmvalcore._main:117 Running tasks using at most 16 processes 2025-09-04 09:42:08,887 UTC [2748969] INFO esmvalcore._main:119 If your system hangs during execution, it may not have enough memory for keeping this number of tasks in memory. 2025-09-04 09:42:08,888 UTC [2748969] INFO esmvalcore._main:123 If you experience memory problems, try reducing 'max_parallel_tasks' in your configuration. 2025-09-04 09:42:08,889 UTC [2748969] DEBUG esmvalcore._recipe.check:105 Checking recipe against schema /projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/_recipe/recipe_schema.yml 2025-09-04 09:42:08,908 UTC [2748969] DEBUG esmvalcore._recipe.to_datasets:372 Populating list of datasets for variable tos in diagnostic sea_surface_temperature 2025-09-04 09:42:08,909 UTC [2748969] DEBUG esmvalcore._recipe.to_datasets:398 Found Dataset: tos, Omon, CMIP6, HadGEM3-GC31-LL, historical, r1i1p1f3, gn 2025-09-04 09:42:08,909 UTC [2748969] DEBUG esmvalcore._recipe.to_datasets:398 Found Dataset: tos, Omon, CMIP6, UKESM1-0-LL, historical, r1i1p1f2, gn 2025-09-04 09:42:08,909 UTC [2748969] DEBUG esmvalcore._recipe.to_datasets:398 Found Dataset: tos, Omon, OBS6, WOA, 2018 2025-09-04 09:42:08,909 UTC [2748969] DEBUG esmvalcore._recipe.recipe:1002 Retrieving diagnostics from recipe 2025-09-04 09:42:08,909 UTC [2748969] DEBUG esmvalcore._recipe.recipe:1037 Setting script for diagnostic sea_surface_temperature 2025-09-04 09:42:08,910 UTC [2748969] INFO esmvalcore._recipe.recipe:1264 Creating tasks from recipe 2025-09-04 09:42:08,910 UTC [2748969] INFO esmvalcore._recipe.recipe:1273 Creating tasks for diagnostic sea_surface_temperature 2025-09-04 09:42:08,910 UTC [2748969] INFO esmvalcore._recipe.recipe:1180 Creating diagnostic task sea_surface_temperature/Global_Ocean_map 2025-09-04 09:42:08,910 UTC [2748969] DEBUG esmvalcore._task:404 No local diagnostic script found. Attempting to load the script from the base repository. 2025-09-04 09:42:08,910 UTC [2748969] INFO esmvalcore._recipe.recipe:1248 Creating preprocessor task sea_surface_temperature/tos 2025-09-04 09:42:08,910 UTC [2748969] INFO esmvalcore._recipe.recipe:851 Creating preprocessor 'prep_quad_map' task for variable 'tos' 2025-09-04 09:42:08,911 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos[_.]*nc')] 2025-09-04 09:42:08,914 UTC [2748969] WARNING esmvalcore.local:610 Configured 'CMIP6' rootpaths '/scratch/tomast/ESGF/CMIP6' do not exist 2025-09-04 09:42:08,914 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc'), PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/NERC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc')] 2025-09-04 09:42:08,916 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/projects/NS9034K/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc'), PosixPath('/projects/NS9034K/CMIP6/CMIP/NERC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc')] 2025-09-04 09:42:08,916 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/projects/NS9252K/KeyCLIM_CMOR/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR/CMIP/NERC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc')] 2025-09-04 09:42:08,916 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/scratch/tomast/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc'), PosixPath('/scratch/tomast/ESGF/CMIP6/CMIP/NERC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/*/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn*.nc')] 2025-09-04 09:42:08,917 UTC [2748969] DEBUG esmvalcore._recipe.recipe:359 Using input files for variable tos of dataset CMIP6 HadGEM3-GC31-LL: /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc 2025-09-04 09:42:08,917 UTC [2748969] INFO esmvalcore._recipe.recipe:691 Found input files for Dataset: tos, Omon, CMIP6, HadGEM3-GC31-LL, CMIP, historical, r1i1p1f3, gn, v20190624 2025-09-04 09:42:08,919 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos[_.]*nc')] 2025-09-04 09:42:08,921 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/NERC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/NIMS-KMA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/NIWA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc')] 2025-09-04 09:42:08,922 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/projects/NS9034K/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9034K/CMIP6/CMIP/NERC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9034K/CMIP6/CMIP/NIMS-KMA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9034K/CMIP6/CMIP/NIWA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc')] 2025-09-04 09:42:08,922 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/projects/NS9252K/KeyCLIM_CMOR/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR/CMIP/NERC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR/CMIP/NIMS-KMA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR/CMIP/NIWA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc')] 2025-09-04 09:42:08,922 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/scratch/tomast/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/scratch/tomast/ESGF/CMIP6/CMIP/NERC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/scratch/tomast/ESGF/CMIP6/CMIP/NIMS-KMA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc'), PosixPath('/scratch/tomast/ESGF/CMIP6/CMIP/NIWA/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/*/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn*.nc')] 2025-09-04 09:42:08,923 UTC [2748969] DEBUG esmvalcore._recipe.recipe:359 Using input files for variable tos of dataset CMIP6 UKESM1-0-LL: /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc 2025-09-04 09:42:08,923 UTC [2748969] INFO esmvalcore._recipe.recipe:691 Found input files for Dataset: tos, Omon, CMIP6, UKESM1-0-LL, CMIP, historical, r1i1p1f2, gn, v20190627 2025-09-04 09:42:08,928 UTC [2748969] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos[_.]*nc')] 2025-09-04 09:42:08,928 UTC [2748969] DEBUG esmvalcore._recipe.recipe:359 Using input files for variable tos of dataset OBS6: /scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc 2025-09-04 09:42:08,928 UTC [2748969] INFO esmvalcore._recipe.recipe:691 Found input files for Dataset: tos, Omon, OBS6, WOA, 2018 2025-09-04 09:42:08,929 UTC [2748969] INFO esmvalcore._recipe.recipe:879 PreprocessingTask sea_surface_temperature/tos created. 2025-09-04 09:42:08,929 UTC [2748969] DEBUG esmvalcore._recipe.recipe:880 PreprocessingTask sea_surface_temperature/tos will create the files: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_UKESM1-0-LL_Omon_historical_r1i1p1f2_tos_gn_2001-2003.nc /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/OBS6_WOA_clim_2018_Omon_tos_2000-2000.nc /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_HadGEM3-GC31-LL_Omon_historical_r1i1p1f3_tos_gn_2001-2003.nc 2025-09-04 09:42:08,929 UTC [2748969] DEBUG esmvalcore._recipe.recipe:1094 Linking tasks for diagnostic sea_surface_temperature script Global_Ocean_map 2025-09-04 09:42:08,929 UTC [2748969] DEBUG esmvalcore._recipe.recipe:1108 Pattern sea_surface_temperature/tos matches ['sea_surface_temperature/tos'] 2025-09-04 09:42:08,929 UTC [2748969] INFO esmvalcore._recipe.recipe:1318 These tasks will be executed: sea_surface_temperature/tos, sea_surface_temperature/Global_Ocean_map 2025-09-04 09:42:08,930 UTC [2748969] DEBUG esmvalcore._main:143 Recipe summary: DiagnosticTask: sea_surface_temperature/Global_Ocean_map script: ocean/diagnostic_maps_quad.py settings: {'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'control_model': {'dataset': 'HadGEM3-GC31-LL', 'ensemble': 'r1i1p1f3', 'exp': 'historical', 'mip': 'Omon', 'project': 'CMIP6'}, 'exper_model': {'dataset': 'UKESM1-0-LL', 'ensemble': 'r1i1p1f2', 'exp': 'historical', 'mip': 'Omon', 'project': 'CMIP6'}, 'log_level': 'info', 'observational_dataset': {'dataset': 'WOA', 'project': 'OBS6'}, 'output_file_type': 'png', 'plot_dir': '/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/plots/sea_surface_temperature/Global_Ocean_map', 'profile_diagnostic': False, 'recipe': PosixPath('recipe_ocean_quadmap.yml'), 'run_dir': '/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/sea_surface_temperature/Global_Ocean_map', 'script': 'Global_Ocean_map', 'version': '2.13.0rc1', 'work_dir': '/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/work/sea_surface_temperature/Global_Ocean_map'} ancestors: PreprocessingTask: sea_surface_temperature/tos order: ['extract_time', 'regrid', 'climate_statistics', 'remove_supplementary_variables', 'save'] PreprocessorFile: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_UKESM1-0-LL_Omon_historical_r1i1p1f2_tos_gn_2001-2003.nc input files: [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] settings: {'climate_statistics': {'operator': 'mean'}, 'extract_time': {'end_day': 31, 'end_month': 12, 'end_year': 2003, 'start_day': 1, 'start_month': 1, 'start_year': 2000}, 'regrid': {'scheme': 'area_weighted', 'target_grid': Dataset: {'diagnostic': 'sea_surface_temperature', 'variable_group': 'tos', 'dataset': 'WOA', 'project': 'OBS6', 'mip': 'Omon', 'short_name': 'tos', 'alias': 'OBS6', 'frequency': 'mon', 'long_name': 'Sea Surface Temperature', 'modeling_realm': ['ocean'], 'original_short_name': 'tos', 'preprocessor': 'prep_quad_map', 'recipe_dataset_index': 2, 'standard_name': 'sea_surface_temperature', 'tier': 2, 'timerange': '2000/2000', 'type': 'clim', 'units': 'degC', 'version': 2018} session: 'recipe_ocean_quadmap_20250904_094207'}, 'remove_supplementary_variables': {}, 'save': {'compress': False, 'compute': False, 'filename': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_UKESM1-0-LL_Omon_historical_r1i1p1f2_tos_gn_2001-2003.nc')}} PreprocessorFile: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/OBS6_WOA_clim_2018_Omon_tos_2000-2000.nc input files: [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] settings: {'climate_statistics': {'operator': 'mean'}, 'extract_time': {'end_day': 31, 'end_month': 12, 'end_year': 2003, 'start_day': 1, 'start_month': 1, 'start_year': 2000}, 'remove_supplementary_variables': {}, 'save': {'compress': False, 'compute': False, 'filename': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/OBS6_WOA_clim_2018_Omon_tos_2000-2000.nc')}} PreprocessorFile: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_HadGEM3-GC31-LL_Omon_historical_r1i1p1f3_tos_gn_2001-2003.nc input files: [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] settings: {'climate_statistics': {'operator': 'mean'}, 'extract_time': {'end_day': 31, 'end_month': 12, 'end_year': 2003, 'start_day': 1, 'start_month': 1, 'start_year': 2000}, 'regrid': {'scheme': 'area_weighted', 'target_grid': Dataset: {'diagnostic': 'sea_surface_temperature', 'variable_group': 'tos', 'dataset': 'WOA', 'project': 'OBS6', 'mip': 'Omon', 'short_name': 'tos', 'alias': 'OBS6', 'frequency': 'mon', 'long_name': 'Sea Surface Temperature', 'modeling_realm': ['ocean'], 'original_short_name': 'tos', 'preprocessor': 'prep_quad_map', 'recipe_dataset_index': 2, 'standard_name': 'sea_surface_temperature', 'tier': 2, 'timerange': '2000/2000', 'type': 'clim', 'units': 'degC', 'version': 2018} session: 'recipe_ocean_quadmap_20250904_094207'}, 'remove_supplementary_variables': {}, 'save': {'compress': False, 'compute': False, 'filename': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_HadGEM3-GC31-LL_Omon_historical_r1i1p1f3_tos_gn_2001-2003.nc')}} ancestors: None 2025-09-04 09:42:08,935 UTC [2748969] INFO esmvalcore._recipe.recipe:1387 Wrote recipe with version numbers and wildcards to: file:///projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/recipe_ocean_quadmap_filled.yml 2025-09-04 09:42:08,935 UTC [2748969] DEBUG esmvalcore.esgf._download:555 All required data is available locally, not downloading anything. 2025-09-04 09:42:08,936 UTC [2748969] DEBUG esmvalcore.config._dask:180 Using Dask profile 'local_threaded' 2025-09-04 09:42:08,936 UTC [2748969] DEBUG esmvalcore.config._dask:184 Using additional Dask settings {'scheduler': 'threads'} 2025-09-04 09:42:08,936 UTC [2748969] INFO esmvalcore.config._dask:206 Using Dask threaded scheduler. The distributed scheduler is recommended, please read https://docs.esmvaltool.org/projects/ESMValCore/en/latest/quickstart/configure.html#dask-configuration how to use a distributed scheduler. 2025-09-04 09:42:08,936 UTC [2748969] INFO esmvalcore._task:918 Running 2 tasks using 2 processes 2025-09-04 09:42:08,936 UTC [2748969] INFO esmvalcore._task:898 Using the threaded Dask scheduler with 221 worker threads per preprocessing task. See https://docs.esmvaltool.org/projects/ESMValCore/en/latest/quickstart/configure.html#f5 for more information. 2025-09-04 09:42:08,986 UTC [2749124] INFO esmvalcore._task:293 Starting task sea_surface_temperature/tos in process [2749124] 2025-09-04 09:42:09,060 UTC [2749124] DEBUG esmvalcore.preprocessor:770 Running block ['extract_time', 'regrid', 'climate_statistics'] 2025-09-04 09:42:09,060 UTC [2749124] DEBUG esmvalcore.preprocessor:780 Applying single-model steps to PreprocessorFile: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_HadGEM3-GC31-LL_Omon_historical_r1i1p1f3_tos_gn_2001-2003.nc 2025-09-04 09:42:09,061 UTC [2749124] DEBUG esmvalcore.esgf._download:555 All required data is available locally, not downloading anything. 2025-09-04 09:42:09,061 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_file 2025-09-04 09:42:09,080 UTC [2748969] INFO esmvalcore._task:975 Progress: 1 tasks running, 1 tasks waiting for ancestors, 0/2 done 2025-09-04 09:42:09,090 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_file' on the data LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc') loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) output_dir = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/fixed_files/tos_Omon_CMIP6_HadGEM3-GC31-LL_CMIP_historical_r1i1p1f3_gn_v20190624_'), add_unique_suffix = True, session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'HadGEM3-GC31-LL', project = 'CMIP6', exp = 'historical', ensemble = 'r1i1p1f3', grid = 'gn', short_name = 'tos', timerange = '2001/2003', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 0, alias = 'CMIP6_HadGEM3-GC31-LL', institute = ['MOHC', 'NERC'], activity = 'CMIP', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon', version = 'v20190624' 2025-09-04 09:42:09,092 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step load 2025-09-04 09:42:09,093 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'load' on the data LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc') loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) ignore_warnings = None 2025-09-04 09:42:09,093 UTC [2749124] DEBUG esmvalcore.preprocessor._io:229 Loading: /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc 2025-09-04 09:42:09,150 UTC [2749124] DEBUG esmvalcore.preprocessor._io:239 Done with loading /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc 2025-09-04 09:42:09,151 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_metadata 2025-09-04 09:42:09,184 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_metadata' on the data [] loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'HadGEM3-GC31-LL', project = 'CMIP6', exp = 'historical', ensemble = 'r1i1p1f3', grid = 'gn', short_name = 'tos', timerange = '2001/2003', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 0, alias = 'CMIP6_HadGEM3-GC31-LL', institute = ['MOHC', 'NERC'], activity = 'CMIP', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon', version = 'v20190624' 2025-09-04 09:42:09,184 UTC [2749124] DEBUG esmvalcore.cmor._fixes.fix.genericfix:427 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case (for file /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc) 2025-09-04 09:42:09,184 UTC [2749124] DEBUG esmvalcore.cmor._fixes.fix.genericfix:427 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case (for file /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc) 2025-09-04 09:42:09,207 UTC [2749124] DEBUG esmvalcore.cmor._fixes.fix.genericfix:427 Shifted longitude to [0, 360] (for file /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc) 2025-09-04 09:42:09,208 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step concatenate 2025-09-04 09:42:09,209 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'concatenate' on the data [] loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) check_level = 2025-09-04 09:42:09,209 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_metadata 2025-09-04 09:42:09,210 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_metadata' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) check_level = , cmor_table = 'CMIP6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:09,235 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step clip_timerange 2025-09-04 09:42:09,236 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'clip_timerange' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) timerange = '2001/2003' 2025-09-04 09:42:09,243 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_data 2025-09-04 09:42:09,273 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_data' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'HadGEM3-GC31-LL', project = 'CMIP6', exp = 'historical', ensemble = 'r1i1p1f3', grid = 'gn', short_name = 'tos', timerange = '2001/2003', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 0, alias = 'CMIP6_HadGEM3-GC31-LL', institute = ['MOHC', 'NERC'], activity = 'CMIP', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon', version = 'v20190624' 2025-09-04 09:42:09,274 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_data 2025-09-04 09:42:09,274 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_data' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) check_level = , cmor_table = 'CMIP6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:09,275 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step add_supplementary_variables 2025-09-04 09:42:09,276 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'add_supplementary_variables' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) supplementary_cubes = [] 2025-09-04 09:42:09,276 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step extract_time 2025-09-04 09:42:09,276 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'extract_time' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) start_year = 2000, start_month = 1, start_day = 1, end_year = 2003, end_month = 12, end_day = 31 2025-09-04 09:42:09,279 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step regrid 2025-09-04 09:42:09,280 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'regrid' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) target_grid = Dataset: {'diagnostic': 'sea_surface_temperature', 'variable_group': 'tos', 'dataset': 'WOA', 'project': 'OBS6', 'mip': 'Omon', 'short_name': 'tos', 'alias': 'OBS6', 'frequency': 'mon', 'long_name': 'Sea Surface Temperature', 'modeling_realm': ['ocean'], 'original_short_name': 'tos', 'preprocessor': 'prep_quad_map', 'recipe_dataset_index': 2, 'standard_name': 'sea_surface_temperature', 'tier': 2, 'timerange': '2000/2000', 'type': 'clim', 'units': 'degC', 'version': 2018} session: 'recipe_ocean_quadmap_20250904_094207', scheme = 'area_weighted' 2025-09-04 09:42:09,282 UTC [2749124] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos[_.]*nc')] 2025-09-04 09:42:09,282 UTC [2749124] DEBUG esmvalcore.esgf._download:555 All required data is available locally, not downloading anything. 2025-09-04 09:42:09,282 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_file 2025-09-04 09:42:09,311 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_file' on the data LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc') loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) output_dir = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/fixed_files/tos_Omon_OBS6_WOA_2018_'), add_unique_suffix = True, session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = 2018, tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:09,312 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step load 2025-09-04 09:42:09,312 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'load' on the data LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc') loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) ignore_warnings = None 2025-09-04 09:42:09,312 UTC [2749124] DEBUG esmvalcore.preprocessor._io:229 Loading: /scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc 2025-09-04 09:42:09,323 UTC [2749124] DEBUG esmvalcore.preprocessor._io:239 Done with loading /scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc 2025-09-04 09:42:09,323 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_metadata 2025-09-04 09:42:09,354 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_metadata' on the data [] loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = 2018, tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:09,355 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step concatenate 2025-09-04 09:42:09,356 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'concatenate' on the data [] loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = 2025-09-04 09:42:09,356 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_metadata 2025-09-04 09:42:09,357 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_metadata' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = , cmor_table = 'OBS6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:09,358 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step clip_timerange 2025-09-04 09:42:09,359 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'clip_timerange' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) timerange = '2000/2000' 2025-09-04 09:42:09,361 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_data 2025-09-04 09:42:09,391 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_data' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = 2018, tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:09,391 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_data 2025-09-04 09:42:09,392 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_data' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = , cmor_table = 'OBS6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:09,392 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step add_supplementary_variables 2025-09-04 09:42:09,393 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'add_supplementary_variables' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) supplementary_cubes = [] 2025-09-04 09:42:09,393 UTC [2749124] DEBUG esmvalcore.preprocessor._regrid:662 Loaded regridding scheme IrisESMFRegrid(method='conservative', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None, src_resolution=None, tgt_resolution=None) 2025-09-04 09:42:12,703 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step climate_statistics 2025-09-04 09:42:12,704 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'climate_statistics' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) operator = 'mean' 2025-09-04 09:42:12,720 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step save 2025-09-04 09:42:12,721 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'save' on the data [] loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/HadGEM3-GC31-LL/historical/r1i1p1f3/Omon/tos/gn/v20190624/tos_Omon_HadGEM3-GC31-LL_historical_r1i1p1f3_gn_195001-201412.nc')] with function argument(s) compress = False, compute = False, filename = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_HadGEM3-GC31-LL_Omon_historical_r1i1p1f3_tos_gn_2001-2003.nc') 2025-09-04 09:42:12,723 UTC [2749124] DEBUG esmvalcore.preprocessor._io:333 Saving cube: sea_surface_temperature / (degC) (latitude: 180; longitude: 360) Dimension coordinates: latitude x - longitude - x Scalar coordinates: time 2002-07-01 00:00:00, bound=(2001-01-01 00:00:00, 2004-01-01 00:00:00) Cell methods: 0 area: mean where sea 1 time: mean 2 time: mean Attributes: Conventions 'CF-1.7 CMIP-6.2' activity_id 'CMIP' branch_method 'standard' branch_time_in_child np.float64(0.0) branch_time_in_parent np.float64(0.0) cmor_version '3.4.0' comment 'Temperature of upper boundary of the liquid ocean, including temperatures ...' creation_date '2019-06-19T14:05:38Z' cv_version '6.2.20.1' data_specs_version '01.00.29' experiment 'all-forcing simulation of the recent past' experiment_id 'historical' external_variables 'areacello' forcing_index np.int32(3) frequency 'mon' further_info_url 'https://furtherinfo.es-doc.org/CMIP6.MOHC.HadGEM3-GC31-LL.historical.n ...' grid 'Native eORCA1 tripolar primarily 1 deg with meridional refinement down ...' grid_label 'gn' history '2019-06-19T13:42:32Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 ...' initialization_index np.int32(1) institution 'Met Office Hadley Centre, Fitzroy Road, Exeter, Devon, EX1 3PB, UK' institution_id 'MOHC' license 'CMIP6 model data produced by the Met Office Hadley Centre is licensed under ...' mip_era 'CMIP6' mo_runid 'u-bg466' nominal_resolution '100 km' original_name 'mo: (variable_name: tos)' parent_activity_id 'CMIP' parent_experiment_id 'piControl' parent_mip_era 'CMIP6' parent_source_id 'HadGEM3-GC31-LL' parent_time_units 'days since 1850-1-1 00:00:00' parent_variant_label 'r1i1p1f1' physics_index np.int32(1) product 'model-output' realization_index np.int32(1) realm 'ocean' source 'HadGEM3-GC31-LL (2016): \naerosol: UKCA-GLOMAP-mode\natmos: MetUM-HadGEM3-GA7.1 ...' source_id 'HadGEM3-GC31-LL' source_type 'AOGCM AER' sub_experiment 'none' sub_experiment_id 'none' table_id 'Omon' table_info 'Creation Date:(13 December 2018) MD5:2b12b5db6db112aa8b8b0d6c1645b121' title 'HadGEM3-GC31-LL output prepared for CMIP6' tracking_id 'hdl:21.14100/a23788b0-8cd9-4dc9-833c-f7ae187e3ae7' variable_id 'tos' variant_label 'r1i1p1f3' with lazy data to /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_HadGEM3-GC31-LL_Omon_historical_r1i1p1f3_tos_gn_2001-2003.nc 2025-09-04 09:42:12,852 UTC [2749124] DEBUG esmvalcore.preprocessor:780 Applying single-model steps to PreprocessorFile: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_UKESM1-0-LL_Omon_historical_r1i1p1f2_tos_gn_2001-2003.nc 2025-09-04 09:42:12,866 UTC [2749124] DEBUG esmvalcore.esgf._download:555 All required data is available locally, not downloading anything. 2025-09-04 09:42:12,866 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_file 2025-09-04 09:42:12,895 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_file' on the data LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc') loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) output_dir = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/fixed_files/tos_Omon_CMIP6_UKESM1-0-LL_CMIP_historical_r1i1p1f2_gn_v20190627_'), add_unique_suffix = True, session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': 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['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'UKESM1-0-LL', project = 'CMIP6', exp = 'historical', ensemble = 'r1i1p1f2', grid = 'gn', short_name = 'tos', timerange = '2001/2003', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 1, alias = 'CMIP6_UKESM1-0-LL', institute = ['MOHC', 'NERC', 'NIMS-KMA', 'NIWA'], activity = 'CMIP', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon', version = 'v20190627' 2025-09-04 09:42:12,896 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step load 2025-09-04 09:42:12,896 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'load' on the data LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc') loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) ignore_warnings = None 2025-09-04 09:42:12,896 UTC [2749124] DEBUG esmvalcore.preprocessor._io:229 Loading: /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc 2025-09-04 09:42:12,930 UTC [2749124] DEBUG esmvalcore.preprocessor._io:239 Done with loading /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc 2025-09-04 09:42:12,930 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_metadata 2025-09-04 09:42:12,961 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_metadata' on the data [] loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'UKESM1-0-LL', project = 'CMIP6', exp = 'historical', ensemble = 'r1i1p1f2', grid = 'gn', short_name = 'tos', timerange = '2001/2003', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 1, alias = 'CMIP6_UKESM1-0-LL', institute = ['MOHC', 'NERC', 'NIMS-KMA', 'NIWA'], activity = 'CMIP', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon', version = 'v20190627' 2025-09-04 09:42:12,961 UTC [2749124] DEBUG esmvalcore.cmor._fixes.fix.genericfix:427 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case (for file /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc) 2025-09-04 09:42:12,961 UTC [2749124] DEBUG esmvalcore.cmor._fixes.fix.genericfix:427 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case (for file /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc) 2025-09-04 09:42:12,976 UTC [2749124] DEBUG esmvalcore.cmor._fixes.fix.genericfix:427 Shifted longitude to [0, 360] (for file /projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc) 2025-09-04 09:42:12,976 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step concatenate 2025-09-04 09:42:12,978 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'concatenate' on the data [] loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) check_level = 2025-09-04 09:42:12,978 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_metadata 2025-09-04 09:42:12,978 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_metadata' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) check_level = , cmor_table = 'CMIP6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:13,001 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step clip_timerange 2025-09-04 09:42:13,002 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'clip_timerange' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) timerange = '2001/2003' 2025-09-04 09:42:13,007 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_data 2025-09-04 09:42:13,036 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_data' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'UKESM1-0-LL', project = 'CMIP6', exp = 'historical', ensemble = 'r1i1p1f2', grid = 'gn', short_name = 'tos', timerange = '2001/2003', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 1, alias = 'CMIP6_UKESM1-0-LL', institute = ['MOHC', 'NERC', 'NIMS-KMA', 'NIWA'], activity = 'CMIP', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon', version = 'v20190627' 2025-09-04 09:42:13,036 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_data 2025-09-04 09:42:13,037 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_data' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) check_level = , cmor_table = 'CMIP6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:13,037 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step add_supplementary_variables 2025-09-04 09:42:13,038 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'add_supplementary_variables' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) supplementary_cubes = [] 2025-09-04 09:42:13,038 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step extract_time 2025-09-04 09:42:13,039 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'extract_time' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) start_year = 2000, start_month = 1, start_day = 1, end_year = 2003, end_month = 12, end_day = 31 2025-09-04 09:42:13,041 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step regrid 2025-09-04 09:42:13,042 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'regrid' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) target_grid = Dataset: {'diagnostic': 'sea_surface_temperature', 'variable_group': 'tos', 'dataset': 'WOA', 'project': 'OBS6', 'mip': 'Omon', 'short_name': 'tos', 'alias': 'OBS6', 'frequency': 'mon', 'long_name': 'Sea Surface Temperature', 'modeling_realm': ['ocean'], 'original_short_name': 'tos', 'preprocessor': 'prep_quad_map', 'recipe_dataset_index': 2, 'standard_name': 'sea_surface_temperature', 'tier': 2, 'timerange': '2000/2000', 'type': 'clim', 'units': 'degC', 'version': 2018} session: 'recipe_ocean_quadmap_20250904_094207', scheme = 'area_weighted' 2025-09-04 09:42:13,043 UTC [2749124] DEBUG esmvalcore.local:488 Looking for files matching [PosixPath('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos[_.]*nc')] 2025-09-04 09:42:13,044 UTC [2749124] DEBUG esmvalcore.esgf._download:555 All required data is available locally, not downloading anything. 2025-09-04 09:42:13,044 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_file 2025-09-04 09:42:13,072 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_file' on the data LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc') loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) output_dir = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/fixed_files/tos_Omon_OBS6_WOA_2018_'), add_unique_suffix = True, session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 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'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = 2018, tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:13,073 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step load 2025-09-04 09:42:13,073 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'load' on the data LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc') loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) ignore_warnings = None 2025-09-04 09:42:13,073 UTC [2749124] DEBUG esmvalcore.preprocessor._io:229 Loading: /scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc 2025-09-04 09:42:13,083 UTC [2749124] DEBUG esmvalcore.preprocessor._io:239 Done with loading /scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc 2025-09-04 09:42:13,083 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_metadata 2025-09-04 09:42:13,116 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_metadata' on the data [] loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = 2018, tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:13,117 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step concatenate 2025-09-04 09:42:13,119 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'concatenate' on the data [] loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = 2025-09-04 09:42:13,119 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_metadata 2025-09-04 09:42:13,119 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_metadata' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = , cmor_table = 'OBS6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:13,120 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step clip_timerange 2025-09-04 09:42:13,121 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'clip_timerange' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) timerange = '2000/2000' 2025-09-04 09:42:13,123 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_data 2025-09-04 09:42:13,153 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_data' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = 2018, tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:13,153 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_data 2025-09-04 09:42:13,154 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_data' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = , cmor_table = 'OBS6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:13,154 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step add_supplementary_variables 2025-09-04 09:42:13,155 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'add_supplementary_variables' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) supplementary_cubes = [] 2025-09-04 09:42:13,155 UTC [2749124] DEBUG esmvalcore.preprocessor._regrid:662 Loaded regridding scheme IrisESMFRegrid(method='conservative', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None, src_resolution=None, tgt_resolution=None) 2025-09-04 09:42:16,344 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step climate_statistics 2025-09-04 09:42:16,345 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'climate_statistics' on the data loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) operator = 'mean' 2025-09-04 09:42:16,360 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step save 2025-09-04 09:42:16,362 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'save' on the data [] loaded from original input file(s) [LocalFile('/projects/NS9560K-datalake/ESGF/CMIP6/CMIP/MOHC/UKESM1-0-LL/historical/r1i1p1f2/Omon/tos/gn/v20190627/tos_Omon_UKESM1-0-LL_historical_r1i1p1f2_gn_195001-201412.nc')] with function argument(s) compress = False, compute = False, filename = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_UKESM1-0-LL_Omon_historical_r1i1p1f2_tos_gn_2001-2003.nc') 2025-09-04 09:42:16,362 UTC [2749124] DEBUG esmvalcore.preprocessor._io:333 Saving cube: sea_surface_temperature / (degC) (latitude: 180; longitude: 360) Dimension coordinates: latitude x - longitude - x Scalar coordinates: time 2002-07-01 00:00:00, bound=(2001-01-01 00:00:00, 2004-01-01 00:00:00) Cell methods: 0 area: mean where sea 1 time: mean 2 time: mean Attributes: Conventions 'CF-1.7 CMIP-6.2' activity_id 'CMIP' branch_method 'standard' branch_time_in_child np.float64(0.0) branch_time_in_parent np.float64(144000.0) cmor_version '3.4.0' comment 'Temperature of upper boundary of the liquid ocean, including temperatures ...' creation_date '2019-06-24T15:06:52Z' cv_version '6.2.20.1' data_specs_version '01.00.29' experiment 'all-forcing simulation of the recent past' experiment_id 'historical' external_variables 'areacello' forcing_index np.int32(2) frequency 'mon' further_info_url 'https://furtherinfo.es-doc.org/CMIP6.MOHC.UKESM1-0-LL.historical.none. ...' grid 'Native eORCA1 tripolar primarily 1 deg with meridional refinement down ...' grid_label 'gn' history '2019-06-24T14:45:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 ...' initialization_index np.int32(1) institution 'Met Office Hadley Centre, Fitzroy Road, Exeter, Devon, EX1 3PB, UK' institution_id 'MOHC' license 'CMIP6 model data produced by the Met Office Hadley Centre is licensed under ...' mip_era 'CMIP6' mo_runid 'u-bc179' nominal_resolution '100 km' original_name 'mo: (variable_name: tos)' parent_activity_id 'CMIP' parent_experiment_id 'piControl' parent_mip_era 'CMIP6' parent_source_id 'UKESM1-0-LL' parent_time_units 'days since 1850-1-1 00:00:00' parent_variant_label 'r1i1p1f2' physics_index np.int32(1) product 'model-output' realization_index np.int32(1) realm 'ocean' source 'UKESM1.0-LL (2018): \naerosol: UKCA-GLOMAP-mode\natmos: MetUM-HadGEM3-GA7.1 ...' source_id 'UKESM1-0-LL' source_type 'AOGCM AER BGC CHEM' sub_experiment 'none' sub_experiment_id 'none' table_id 'Omon' table_info 'Creation Date:(13 December 2018) MD5:2b12b5db6db112aa8b8b0d6c1645b121' title 'UKESM1-0-LL output prepared for CMIP6' tracking_id 'hdl:21.14100/8db27feb-a322-4e2d-87eb-36be6f94d04a' variable_id 'tos' variant_label 'r1i1p1f2' with lazy data to /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/CMIP6_UKESM1-0-LL_Omon_historical_r1i1p1f2_tos_gn_2001-2003.nc 2025-09-04 09:42:16,380 UTC [2749124] DEBUG esmvalcore.preprocessor:780 Applying single-model steps to PreprocessorFile: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/OBS6_WOA_clim_2018_Omon_tos_2000-2000.nc 2025-09-04 09:42:16,380 UTC [2749124] DEBUG esmvalcore.esgf._download:555 All required data is available locally, not downloading anything. 2025-09-04 09:42:16,380 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_file 2025-09-04 09:42:16,409 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_file' on the data LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc') loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) output_dir = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/fixed_files/tos_Omon_OBS6_WOA_2018_'), add_unique_suffix = True, session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = '2018', tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:16,409 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step load 2025-09-04 09:42:16,409 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'load' on the data LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc') loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) ignore_warnings = None 2025-09-04 09:42:16,409 UTC [2749124] DEBUG esmvalcore.preprocessor._io:229 Loading: /scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc 2025-09-04 09:42:16,418 UTC [2749124] DEBUG esmvalcore.preprocessor._io:239 Done with loading /scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc 2025-09-04 09:42:16,418 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_metadata 2025-09-04 09:42:16,447 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_metadata' on the data [] loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = '2018', tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:16,448 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step concatenate 2025-09-04 09:42:16,449 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'concatenate' on the data [] loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = 2025-09-04 09:42:16,449 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_metadata 2025-09-04 09:42:16,449 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_metadata' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = , cmor_table = 'OBS6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:16,450 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step clip_timerange 2025-09-04 09:42:16,451 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'clip_timerange' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) timerange = '2000/2000' 2025-09-04 09:42:16,453 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step fix_data 2025-09-04 09:42:16,482 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'fix_data' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) session = Session({'auxiliary_data_dir': PosixPath('/projects/NS9560K-datalake/ESGF/auxiliary_data'), 'check_level': , 'compress_netcdf': False, 'config_developer_file': PosixPath('/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/lib/python3.13/site-packages/esmvalcore/config-developer.yml'), 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, 'local_distributed': {'cluster': {'type': 'distributed.LocalCluster'}}, 'local_threaded': {'scheduler': 'threads'}}, 'use': 'local_threaded'}, 'diagnostics': None, 'download_dir': PosixPath('/scratch/tomast/ESGF'), 'drs': {'CMIP3': 'DKRZ', 'CMIP5': 'DKRZ', 'CMIP6': 'DKRZ', 'CORDEX': 'DKRZ', 'OBS': 'default', 'OBS6': 'default', 'ana4mips': 'default', 'native6': 'default', 'obs4MIPs': 'default'}, 'exit_on_warning': False, 'log_level': 'info', 'logging': {'log_progress_interval': 0.0}, 'max_datasets': None, 'max_parallel_tasks': 16, 'max_years': None, 'output_dir': PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output'), 'output_file_type': 'png', 'profile_diagnostic': False, 'projects': {'ACCESS': {'extra_facets': {'ACCESS-ESM1-5': {'*': {'clivi': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i406'}, 'clt': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i204'}, 'evspsbl': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i223'}, 'hfls': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i234'}, 'hfss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i217'}, 'hur': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i206'}, 'hurs': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i245'}, 'hus': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i205'}, 'huss': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i237'}, 'pr': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i216'}, 'prsn': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i215'}, 'ps': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i409'}, 'psl': {'modeling_realm': 'atm', 'raw_name': 'fld_s16i222'}, 'rlds': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i207'}, 'rldscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i208'}, 'rls': {'modeling_realm': 'atm', 'raw_name': 'fld_s02i201'}, 'rlus': {'modeling_realm': 'atm', 'raw_name': ['fld_s02i207', 'fld_s02i201', 'fld_s03i332', 'fld_s02i205']}, 'rsdt': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i207'}, 'rss': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i201'}, 'rsus': {'modeling_realm': 'atm', 'raw_name': ['fld_s01i235', 'fld_s01i201']}, 'rsuscs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i211'}, 'rsut': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i208'}, 'rsutcs': {'modeling_realm': 'atm', 'raw_name': 'fld_s01i209'}, 'sci': {'modeling_realm': 'atm', 'raw_name': 'fld_s05i270'}, 'sfcWind': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i230'}, 'sfcWindmax': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i227_max'}, 'so': {'modeling_realm': 'ocn', 'raw_name': 'salt'}, 'ta': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i204'}, 'tas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i236'}, 'tauu': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i460'}, 'tauv': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i461'}, 'tos': {'modeling_realm': 'ocn', 'raw_name': 'sst'}, 'ts': {'modeling_realm': 'atm', 'raw_name': 'fld_s00i024'}, 'ua': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i201'}, 'uas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i209'}, 'va': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i202'}, 'vas': {'modeling_realm': 'atm', 'raw_name': 'fld_s03i210'}, 'wap': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i208'}, 'zg': {'modeling_realm': 'atm', 'raw_name': 'fld_s30i207'}}}}}, 'CESM': {'extra_facets': {'CESM2': {'*': {'*': {'string': '', 'tdir': '', 'tperiod': ''}, 'tas': {'gcomp': 'atm', 'raw_name': 'TREFHT', 'scomp': 'cam'}}}}}, 'CMIP3': {'extra_facets': {'BCC-CM1': {'*': {'*': {'institute': ['CMA']}}}, 'BCM2': {'*': {'*': {'institute': ['BCCR']}}}, 'CCSM3': {'*': {'*': {'institute': ['NCAR']}}}, 'CGCM3-1-T47': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CGCM3-1-T63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'CM2': {'*': {'*': {'institute': ['GFDL']}}}, 'CM2-1': {'*': {'*': {'institute': ['GFDL']}}}, 'CM3': {'*': {'*': {'institute': ['CNRM', 'INM', 'CNRM_CERFACS']}}}, 'CM4': {'*': {'*': {'institute': ['IPSL']}}}, 'ECHAM4': {'*': {'*': {'institute': ['INGV']}}}, 'ECHAM5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'ECHO-G': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'FGOALS-G1-0': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'GISS-AOM': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-EH': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'GISS-ER': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'HADCM3': {'*': {'*': {'institute': ['UKMO']}}}, 'HADGEM1': {'*': {'*': {'institute': ['UKMO']}}}, 'MIROC3-2-HI': {'*': {'*': {'institute': ['NIES']}}}, 'MIROC3-2-MED': {'*': {'*': {'institute': ['NIES']}}}, 'MK3': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'MK3-5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'PCM': {'*': {'*': {'institute': ['NCAR']}}}, 'bccr_bcm2_0': {'*': {'*': {'institute': ['BCCR']}}}, 'cccma_cgcm3_1': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cccma_cgcm3_1_t63': {'*': {'*': {'institute': ['CCCMA', 'CCCma']}}}, 'cnrm_cm3': {'*': {'*': {'institute': ['CNRM', 'CNRM_CERFACS']}}}, 'csiro_mk3_0': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'csiro_mk3_5': {'*': {'*': {'institute': ['CSIRO', 'CSIRO-QCCCE']}}}, 'gfdl_cm2_0': {'*': {'*': {'institute': ['GFDL']}}}, 'gfdl_cm2_1': {'*': {'*': {'institute': ['GFDL']}}}, 'giss_aom': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_h': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'giss_model_e_r': {'*': {'*': {'institute': ['NASA', 'NASA-GISS']}}}, 'iap_fgoals1_0_g': {'*': {'*': {'institute': ['LASG', 'LASG-IAP']}}}, 'ingv_echam4': {'*': {'*': {'institute': ['INGV']}}}, 'inmcm3_0': {'*': {'*': {'institute': ['INM']}}}, 'ipsl_cm4': {'*': {'*': {'institute': ['IPSL']}}}, 'miroc3_2_hires': {'*': {'*': {'institute': ['NIES']}}}, 'miroc3_2_medres': {'*': {'*': {'institute': ['NIES']}}}, 'miub_echo_g': {'*': {'*': {'institute': ['MIUB-KMA']}}}, 'mpi_echam5': {'*': {'*': {'institute': ['MPIM', 'MPI-M']}}}, 'mri_cgcm2_3_2a': {'*': {'*': {'institute': ['MRI']}}}, 'ncar_ccsm3_0': {'*': {'*': {'institute': ['NCAR']}}}, 'ncar_pcm1': {'*': {'*': {'institute': ['NCAR']}}}, 'ukmo_hadcm3': {'*': {'*': {'institute': ['UKMO']}}}, 'ukmo_hadgem1': {'*': {'*': {'institute': ['UKMO']}}}}}, 'CMIP5': {'extra_facets': {'*': {'*': {'*': {'product': ['output1', 'output2']}}, 'fx': {'*': {'ensemble': 'r0i0p0'}}}, 'ACCESS1-0': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'ACCESS1-3': {'*': {'*': {'institute': ['CSIRO-BOM']}}}, 'BNU-ESM': {'*': {'*': {'institute': ['BNU']}}}, 'CCSM4': {'*': {'*': {'institute': ['NCAR']}}}, 'CESM1-BGC': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-CAM5-1-FV2': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-FASTCHEM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CESM1-WACCM': {'*': {'*': {'institute': ['NSF-DOE-NCAR']}}}, 'CFSv2-2011': {'*': {'*': {'institute': ['COLA-CFS', 'NOAA-NCEP']}}}, 'CMCC-CESM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CM': {'*': {'*': {'institute': ['CMCC']}}}, 'CMCC-CMS': {'*': {'*': {'institute': ['CMCC']}}}, 'CNRM-CM5': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CNRM-CM5-2': {'*': {'*': {'institute': ['CNRM-CERFACS']}}}, 'CSIRO-Mk3-6-0': {'*': {'*': {'institute': ['CSIRO-QCCCE']}}}, 'CSIRO-Mk3L-1-2': {'*': {'*': {'institute': ['UNSW']}}}, 'CanAM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanCM4': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'CanESM2': {'*': {'*': {'institute': ['CCCma', 'CCCMA']}}}, 'EC-EARTH': {'*': {'*': {'institute': ['ICHEC']}}}, 'FGOALS-g2': {'*': {'*': {'institute': ['LASG-CESS']}}}, 'FGOALS-gl': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FGOALS-s2': {'*': {'*': {'institute': ['LASG-IAP']}}}, 'FIO-ESM': {'*': {'*': {'institute': ['FIO']}}}, 'GEOS-5': {'*': {'*': {'institute': ['NASA-GMAO']}}}, 'GFDL-CM2p1': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-CM3': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2G': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-ESM2M': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C180': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GFDL-HIRAM-C360': {'*': {'*': {'institute': ['NOAA-GFDL']}}}, 'GISS-E2-H': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-H-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'GISS-E2-R-CC': {'*': {'*': {'institute': ['NASA-GISS']}}}, 'HadCM3': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-A': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-AO': {'*': {'*': {'institute': ['NIMR-KMA']}}}, 'HadGEM2-CC': {'*': {'*': {'institute': ['MOHC']}}}, 'HadGEM2-ES': {'*': {'*': {'institute': ['INPE', 'MOHC']}}}, 'IPSL-CM5A-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5A-MR': {'*': {'*': {'institute': ['IPSL']}}}, 'IPSL-CM5B-LR': {'*': {'*': {'institute': ['IPSL']}}}, 'MIROC-ESM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC-ESM-CHEM': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC4h': {'*': {'*': {'institute': ['MIROC']}}}, 'MIROC5': {'*': {'*': {'institute': ['MIROC']}}}, 'MPI-ESM-LR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-MR': {'*': {'*': {'institute': ['MPI-M']}}}, 'MPI-ESM-P': {'*': {'*': {'institute': ['MPI-M']}}}, 'MRI-AGCM3-2H': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-AGCM3-2S': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-CGCM3': {'*': {'*': {'institute': ['MRI']}}}, 'MRI-ESM1': {'*': {'*': {'institute': ['MRI']}}}, 'NICAM-09': {'*': {'*': {'institute': ['NICAM']}}}, 'NorESM1-M': {'*': {'*': {'institute': ['NCC']}}}, 'NorESM1-ME': {'*': {'*': {'institute': ['NCC']}}}, 'bcc-csm1-1': {'*': {'*': {'institute': ['BCC']}}}, 'bcc-csm1-1-m': {'*': {'*': {'institute': ['BCC']}}}, 'fio-esm': {'*': {'*': {'institute': ['FIO']}}}, 'inmcm4': {'*': {'*': {'institute': ['INM']}}}}}, 'EMAC': {'extra_facets': {'*': {'*': {'*': {'postproc_flag': ''}}}, 'EMAC': {'*': {'MP_BC_tot': {'channel': 'tracer_pdef_gp'}, 'MP_CFCl3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CFCl3_cav', 'MP_CFCl3_ave', 'MP_CFCl3']}, 'MP_CH4': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CH4_cav', 'MP_CH4_ave', 'MP_CH4']}, 'MP_CO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO_cav', 'MP_CO_ave', 'MP_CO']}, 'MP_CO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'MP_ClOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_ClOX_cav', 'MP_ClOX_ave', 'MP_ClOX']}, 'MP_DU_tot': {'channel': 'tracer_pdef_gp'}, 'MP_N2O': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_N2O_cav', 'MP_N2O_ave', 'MP_N2O']}, 'MP_NH3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NH3_cav', 'MP_NH3_ave', 'MP_NH3']}, 'MP_NO': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO_cav', 'MP_NO_ave', 'MP_NO']}, 'MP_NO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NO2_cav', 'MP_NO2_ave', 'MP_NO2']}, 'MP_NOX': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_NOX_cav', 'MP_NOX_ave', 'MP_NOX']}, 'MP_O3': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_O3_cav', 'MP_O3_ave', 'MP_O3']}, 'MP_OH': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_OH_cav', 'MP_OH_ave', 'MP_OH']}, 'MP_S': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_S_cav', 'MP_S_ave', 'MP_S']}, 'MP_SO2': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_SO2_cav', 'MP_SO2_ave', 'MP_SO2']}, 'MP_SO4mm_tot': {'channel': 'tracer_pdef_gp'}, 'MP_SS_tot': {'channel': 'tracer_pdef_gp'}, 'asr': {'channel': 'Amon'}, 'awhea': {'channel': 'Omon', 'raw_name': ['awhea_cav', 'awhea_ave', 'awhea']}, 'cl': {'channel': 'Amon', 'raw_name': ['aclcac_cav', 'aclcac_ave', 'aclcac'], 'raw_units': '1'}, 'cli': {'channel': 'Amon', 'raw_name': ['xim1_cav', 'xim1_ave', 'xim1']}, 'clivi': {'channel': 'Amon', 'raw_name': ['xivi_cav', 'xivi_ave', 'xivi']}, 'clt': {'channel': 'Amon', 'raw_name': ['aclcov_cav', 'aclcov_ave', 'aclcov'], 'raw_units': '1'}, 'clw': {'channel': 'Amon', 'raw_name': ['xlm1_cav', 'xlm1_ave', 'xlm1']}, 'clwvi': {'channel': 'Amon'}, 'co2mass': {'channel': 'tracer_pdef_gp', 'raw_name': ['MP_CO2_cav', 'MP_CO2_ave', 'MP_CO2']}, 'evspsbl': {'channel': 'Amon', 'raw_name': ['evap_cav', 'evap_ave', 'evap']}, 'hfls': {'channel': 'Amon', 'raw_name': ['ahfl_cav', 'ahfl_ave', 'ahfl']}, 'hfns': {'channel': 'Amon'}, 'hfss': {'channel': 'Amon', 'raw_name': ['ahfs_cav', 'ahfs_ave', 'ahfs']}, 'hur': {'channel': 'Amon', 'raw_name': ['rhum_cav', 'rhum_ave', 'rhum']}, 'hurs': {'channel': 'Amon', 'raw_name': ['rh_2m_cav', 'rh_2m_ave', 'rh_2m'], 'raw_units': '1'}, 'hus': {'channel': 'Amon', 'raw_name': ['qm1_cav', 'qm1_ave', 'qm1']}, 'lwcre': {'channel': 'Amon'}, 'lwp': {'channel': 'Amon', 'raw_name': ['xlvi_cav', 'xlvi_ave', 'xlvi']}, 'netcre': {'channel': 'Amon'}, 'o3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'od550aer': {'channel': 'AERmon', 'raw_name': ['aot_opt_TOT_550_total_cav', 'aot_opt_TOT_550_total_ave', 'aot_opt_TOT_550_total'], 'raw_units': '1'}, 'pr': {'channel': 'Amon'}, 'prc': {'channel': 'Amon', 'raw_name': ['aprc_cav', 'aprc_ave', 'aprc']}, 'prl': {'channel': 'Amon', 'raw_name': ['aprl_cav', 'aprl_ave', 'aprl']}, 'prodlnox': {'channel': 'Amon'}, 'prsn': {'channel': 'Amon', 'raw_name': ['aprs_cav', 'aprs_ave', 'aprs']}, 'prw': {'channel': 'Amon', 'raw_name': ['qvi_cav', 'qvi_ave', 'qvi']}, 'ps': {'channel': 'Amon', 'raw_name': ['aps_cav', 'aps_ave', 'aps']}, 'psl': {'channel': 'Amon', 'raw_name': ['slp_cav', 'slp_ave', 'slp']}, 'rlds': {'channel': 'Amon'}, 'rlns': {'channel': 'Amon'}, 'rlus': {'channel': 'Amon', 'raw_name': ['tradsu_cav', 'tradsu_ave', 'tradsu']}, 'rlut': {'channel': 'Amon', 'raw_name': ['flxttop_cav', 'flxttop_ave', 'flxttop']}, 'rlutcs': {'channel': 'Amon', 'raw_name': ['flxtftop_cav', 'flxtftop_ave', 'flxtftop']}, 'rsds': {'channel': 'Amon'}, 'rsdt': {'channel': 'Amon'}, 'rsns': {'channel': 'Amon'}, 'rsnt': {'channel': 'Amon'}, 'rsus': {'channel': 'Amon', 'raw_name': ['sradsu_cav', 'sradsu_ave', 'sradsu']}, 'rsut': {'channel': 'Amon', 'raw_name': ['srad0u_cav', 'srad0u_ave', 'srad0u']}, 'rsutcs': {'channel': 'Amon', 'raw_name': ['flxusftop_cav', 'flxusftop_ave', 'flxusftop']}, 'rtmt': {'channel': 'Amon'}, 'rtnt': {'channel': 'Amon'}, 'sfcWind': {'channel': 'Amon', 'raw_name': ['wind10_cav', 'wind10_ave', 'wind10']}, 'siconc': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'siconca': {'channel': 'Amon', 'raw_name': ['seaice_cav', 'seaice_ave', 'seaice'], 'raw_units': '1'}, 'sithick': {'channel': 'Amon', 'raw_name': ['siced_cav', 'siced_ave', 'siced']}, 'swcre': {'channel': 'Amon'}, 'ta': {'channel': 'Amon', 'raw_name': ['tm1_cav', 'tm1_ave', 'tm1']}, 'tas': {'channel': 'Amon', 'raw_name': ['temp2_cav', 'temp2_ave', 'temp2']}, 'tasmax': {'channel': 'Amon', 'raw_name': 'temp2_max'}, 'tasmin': {'channel': 'Amon', 'raw_name': 'temp2_min'}, 'tauu': {'channel': 'Amon', 'raw_name': ['ustr_cav', 'ustr_ave', 'ustr']}, 'tauv': {'channel': 'Amon', 'raw_name': ['vstr_cav', 'vstr_ave', 'vstr']}, 'tos': {'channel': 'g3b', 'raw_name': 'tsw'}, 'toz': {'channel': 'column'}, 'tro3': {'channel': 'Amon', 'raw_name': ['O3_cav', 'O3_ave', 'O3']}, 'ts': {'channel': 'Amon', 'raw_name': ['tsurf_cav', 'tsurf_ave', 'tsurf']}, 'ua': {'channel': 'Amon', 'raw_name': ['um1_cav', 'um1_ave', 'um1']}, 'uas': {'channel': 'Amon', 'raw_name': ['u10_cav', 'u10_ave', 'u10']}, 'va': {'channel': 'Amon', 'raw_name': ['vm1_cav', 'vm1_ave', 'vm1']}, 'vas': {'channel': 'Amon', 'raw_name': ['v10_cav', 'v10_ave', 'v10']}, 'zg': {'channel': 'Amon', 'raw_name': ['geopot_cav', 'geopot_ave', 'geopot']}}}}}, 'ICON': {'extra_facets': {'ICON': {'*': {'areacella': {'raw_name': 'cell_area'}, 'areacello': {'raw_name': 'cell_area'}, 'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'var_type': 'atm_3d_ml'}, 'cli': {'var_type': 'atm_3d_ml'}, 'clivi': {'var_type': 'atm_2d_ml'}, 'clt': {'var_type': 'atm_2d_ml'}, 'clw': {'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'var_type': 'atm_2d_ml'}, 'hfls': {'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'var_type': 'atm_2d_ml'}, 'hur': {'raw_units': '1', 'var_type': 'atm_3d_ml'}, 'hus': {'var_type': 'atm_3d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'cllvi', 'var_type': 'atm_2d_ml'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'var_type': 'atm_2d_ml'}, 'prw': {'var_type': 'atm_2d_ml'}, 'ps': {'var_type': 'atm_2d_ml'}, 'psl': {'var_type': 'atm_2d_ml'}, 'rlds': {'var_type': 'atm_2d_ml'}, 'rldscs': {'var_type': 'atm_2d_ml'}, 'rlns': {'var_type': 'atm_2d_ml'}, 'rlus': {'var_type': 'atm_2d_ml'}, 'rlut': {'var_type': 'atm_2d_ml'}, 'rlutcs': {'var_type': 'atm_2d_ml'}, 'rsds': {'var_type': 'atm_2d_ml'}, 'rsdscs': {'var_type': 'atm_2d_ml'}, 'rsdt': {'var_type': 'atm_2d_ml'}, 'rsns': {'var_type': 'atm_2d_ml'}, 'rsnt': {'var_type': 'atm_2d_ml'}, 'rsus': {'var_type': 'atm_2d_ml'}, 'rsuscs': {'var_type': 'atm_2d_ml'}, 'rsut': {'var_type': 'atm_2d_ml'}, 'rsutcs': {'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconca': {'raw_name': 'sic', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'var_type': 'atm_3d_ml'}, 'tas': {'var_type': 'atm_2d_ml'}, 'tasmax': {'var_type': 'atm_2d_ml'}, 'tasmin': {'var_type': 'atm_2d_ml'}, 'tauu': {'var_type': 'atm_2d_ml'}, 'tauv': {'var_type': 'atm_2d_ml'}, 'ts': {'var_type': 'atm_2d_ml'}, 'ua': {'var_type': 'atm_3d_ml'}, 'uas': {'var_type': 'atm_2d_ml'}, 'va': {'var_type': 'atm_3d_ml'}, 'vas': {'var_type': 'atm_2d_ml'}, 'wap': {'var_type': 'atm_3d_ml'}, 'zg': {'var_type': 'atm_3d_ml'}}}, 'ICON-XPP': {'*': {'asr': {'var_type': 'atm_2d_ml'}, 'cl': {'raw_name': 'clc', 'var_type': 'atm_3d_ml'}, 'cli': {'raw_name': 'tot_qi_dia', 'var_type': 'atm_3d_ml'}, 'clivi': {'raw_name': 'tqi_dia', 'var_type': 'atm_2d_ml'}, 'clt': {'raw_name': 'clct', 'var_type': 'atm_2d_ml'}, 'clw': {'raw_name': 'tot_qc_dia', 'var_type': 'atm_3d_ml'}, 'clwvi': {'var_type': 'atm_2d_ml'}, 'evspsbl': {'raw_name': 'qhfl_s', 'raw_units': 'kg ' 'm-2 ' 's-1', 'var_type': 'atm_2d_ml'}, 'gpp': {'raw_name': 'assimi_gross_assimilation_box', 'var_type': 'jsb_2d_ml'}, 'hfds': {'raw_name': 'HeatFlux_Total', 'var_type': 'oce_dbg'}, 'hfls': {'raw_name': 'lhfl_s', 'var_type': 'atm_2d_ml'}, 'hfns': {'var_type': 'atm_2d_ml'}, 'hfss': {'raw_name': 'shfl_s', 'var_type': 'atm_2d_ml'}, 'hur': {'raw_name': 'rh', 'var_type': 'atm_3d_ml'}, 'hus': {'raw_name': 'qv', 'var_type': 'atm_3d_ml'}, 'lai': {'raw_name': 'pheno_lai_box', 'raw_units': '1', 'var_type': 'jsb_2d_ml'}, 'lwcre': {'var_type': 'atm_2d_ml'}, 'lwp': {'raw_name': 'tqc_dia', 'var_type': 'atm_2d_ml'}, 'mlotst': {'raw_name': 'mld', 'var_type': 'oce_dbg'}, 'netcre': {'var_type': 'atm_2d_ml'}, 'pr': {'raw_name': 'tot_prec_rate', 'var_type': 'atm_2d_ml'}, 'prw': {'raw_name': 'tqv_dia', 'var_type': 'atm_2d_ml'}, 'ps': {'raw_name': 'pres_sfc', 'var_type': 'atm_2d_ml'}, 'psl': {'raw_name': 'pres_msl', 'var_type': 'atm_2d_ml'}, 'rlns': {'raw_name': 'thb_s', 'var_type': 'atm_2d_ml'}, 'rlut': {'raw_name': 'thb_t', 'var_type': 'atm_2d_ml'}, 'rlutcs': {'raw_name': 'lwflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rsdt': {'raw_name': 'sod_t', 'var_type': 'atm_2d_ml'}, 'rsns': {'raw_name': 'sob_s', 'var_type': 'atm_2d_ml'}, 'rsnt': {'raw_name': 'sob_t', 'var_type': 'atm_2d_ml'}, 'rsus': {'raw_name': 'sou_s', 'var_type': 'atm_2d_ml'}, 'rsut': {'raw_name': 'sou_t', 'var_type': 'atm_2d_ml'}, 'rsutcs': {'raw_name': 'swflx_up_clr', 'var_type': 'atm_2d_ml'}, 'rtmt': {'var_type': 'atm_2d_ml'}, 'rtnt': {'var_type': 'atm_2d_ml'}, 'sfcWind': {'raw_name': 'sp_10m', 'var_type': 'atm_2d_ml'}, 'sftlf': {'raw_name': 'fr_land', 'raw_units': '1', 'var_type': 'atm_2d_ml'}, 'siconc': {'raw_name': 'conc', 'raw_units': '1', 'var_type': 'oce_ice'}, 'siconca': {'raw_name': 'fr_seaice', 'var_type': 'atm_2d_ml'}, 'sithick': {'raw_name': 'hi', 'var_type': 'oce_ice'}, 'so': {'raw_name': 'so', 'raw_units': '0.001', 'var_type': 'oce_def'}, 'swcre': {'var_type': 'atm_2d_ml'}, 'ta': {'raw_name': 'temp', 'var_type': 'atm_3d_ml'}, 'tas': {'raw_name': 't_2m', 'var_type': 'atm_2d_ml'}, 'tauu': {'raw_name': 'umfl_s', 'var_type': 'atm_2d_ml'}, 'tauv': {'raw_name': 'vmfl_s', 'var_type': 'atm_2d_ml'}, 'thetao': {'raw_name': 'to', 'raw_units': 'degC', 'var_type': 'oce_def'}, 'tos': {'raw_name': 't_seasfc', 'var_type': 'atm_2d_ml'}, 'ts': {'raw_name': 't_s', 'var_type': 'atm_2d_ml'}, 'ua': {'raw_name': 'u', 'var_type': 'atm_3d_ml'}, 'uo': {'raw_name': 'u', 'var_type': 'oce_def'}, 'va': {'raw_name': 'v', 'var_type': 'atm_3d_ml'}, 'vo': {'raw_name': 'v', 'var_type': 'oce_def'}, 'wap': {'raw_name': 'omega', 'var_type': 'atm_3d_ml'}, 'zg': {'raw_name': 'geopot', 'var_type': 'atm_3d_ml'}, 'zos': {'raw_name': 'zos', 'var_type': 'oce_dbg'}}}}}, 'IPSLCM': {'extra_facets': {'IPSL-CM6': {'*': {'*': {'model': 'IPSLCM6', 'use_cdo': False}}, 'Amon': {'LWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'LWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'LWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'LWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'SWdnSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'SWdnSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'SWdnTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'SWupSFC': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'SWupSFcclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'SWupTOA': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'SWupTOAclr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'clt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'cldt'}, 'hfls': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'flat', 'positive': 'down'}, 'hfss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'sens', 'positive': 'down'}, 'hur': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hur'}, 'hurs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'rh2m'}, 'hus': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'hus'}, 'huss': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'pr': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'precip': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'precip'}, 'prw': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'prw'}, 'psl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 'q2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'q2m'}, 'rlds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFC'}, 'rldscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWdnSFcclr'}, 'rlus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFC'}, 'rluscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'LWupSFcclr'}, 'rlut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'rlutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'rsds': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFC'}, 'rsdscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnSFcclr'}, 'rsdt': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWdnTOA'}, 'rsus': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFC'}, 'rsuscs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupSFcclr'}, 'rsut': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOA'}, 'rsutcs': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'SWupTOAclr'}, 'sfcWind': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'slp': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'slp'}, 't2m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'ta': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ta'}, 'tas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 't2m'}, 'tauu': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauv': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'taux': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'taux'}, 'tauy': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tauy'}, 'topl': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl'}, 'topl0': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'topl0'}, 'ts': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'tsol'}, 'u10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'ua': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'ua'}, 'uas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'u10m'}, 'v10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'va': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'va'}, 'vas': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'v10m'}, 'wind10m': {'dir': 'ATM', 'group': 'histmth', 'ipsl_varname': 'wind10m'}, 'zg': {'dir': 'ATM', 'group': 'histmthNMC', 'ipsl_varname': 'zg'}}, 'Lmon': {'Contfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'Contfrac'}, 'Qs': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'Qs'}, 'albnir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_nir'}, 'albvis': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'alb_vis'}, 'cfracgpp': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'drainage': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'es': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'evap': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evap'}, 'evapnu': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'evapnu'}, 'fluxlat': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxlat'}, 'fluxsens': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'fluxsens'}, 'frac_snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'frac_snow'}, 'gpptot': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'gpp'}, 'growth_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'growthresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'growth_resp'}, 'hetero_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'heteroresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'hetero_resp'}, 'inter': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'inter'}, 'lai': {'dir': 'SBG', 'group': 'stomate_ipcc_history', 'ipsl_varname': 'lai'}, 'lwdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'lwdown'}, 'maint_resp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maintresp': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'maint_resp'}, 'maxvegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'maxvegetfrac'}, 'mrrob': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'drainage'}, 'mrros': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'nee': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'nee'}, 'runoff': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'runoff'}, 'snow': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'snw_land': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'snow'}, 'subli': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'subli'}, 'swdown': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'swdown'}, 'tair': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'tair'}, 'total_soil_carb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'totalsoilcarb': {'dir': 'SBG', 'group': 'stomate_history', 'ipsl_varname': 'TOTAL_SOIL_CARB'}, 'transpir': {'dir': 'SRF', 'group': 'sechiba_history', 'ipsl_varname': 'transpir'}, 'vegetfrac': {'dir': 'SBG', 'group': 'sechiba_history', 'ipsl_varname': 'vegetfrac'}}, 'Omon': {'NO3': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'NO3'}, 'O2': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'O2'}, 'PO4': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'PO4'}, 'Si': {'dir': 'BGC', 'group': 'ptrc_T', 'ipsl_varname': 'Si'}, 'mld_dt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mlddt02': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mld_dt02'}, 'mldr10_3': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_3'}, 'mlotst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'mldr10_1'}, 'so': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'so'}, 'somx3010': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'somx3010'}, 'sos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sos'}, 'sosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosaline'}, 'sosstsst': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'sosstsst'}, 'tauuo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauuo'}, 'tauvo': {'dir': 'OCE', 'group': 'grid_U', 'ipsl_varname': 'tauvo'}, 'thetao': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'thetao'}, 'tos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'tos'}, 'vosaline': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'vosaline'}, 'votemper': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'votemper'}, 'wfo': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'wfo'}, 'zomsfatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfatl'}, 'zomsfglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfglo'}, 'zomsfind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfind'}, 'zomsfpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zomsfpac'}, 'zos': {'dir': 'OCE', 'group': 'grid_T', 'ipsl_varname': 'zos'}, 'zosalatl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalatl'}, 'zosalglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalglo'}, 'zosalind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalind'}, 'zosalpac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zosalpac'}, 'zotematl': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotematl'}, 'zotemglo': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemglo'}, 'zotemind': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotemind'}, 'zotempac': {'dir': 'OCE', 'group': 'diaptr', 'ipsl_varname': 'zotempac'}}, 'SImon': {'sic': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'siconc': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'siconc'}, 'sit': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sithick': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sithic'}, 'sivolu': {'dir': 'ICE', 'group': 'icemod', 'ipsl_varname': 'sivolu'}}}}}, 'native6': {'extra_facets': {'ERA5': {'*': {'*': {'automatic_regrid': True, 'family': 'E5', 'type': 'an', 'typeid': '00', 'version': 'v1'}, 'albsn': {'grib_id': '032', 'level': 'sf'}, 'cl': {'grib_id': '248', 'level': 'pl'}, 'cli': {'grib_id': '247', 'level': 'pl'}, 'clt': {'grib_id': '164', 'level': 'sf'}, 'clw': {'grib_id': '246', 'level': 'pl'}, 'hur': {'grib_id': '157', 'level': 'pl'}, 'hus': {'grib_id': '133', 'level': 'pl'}, 'o3': {'grib_id': '203', 'level': 'pl'}, 'prw': {'grib_id': '137', 'level': 'sf'}, 'ps': {'grib_id': '134', 'level': 'sf'}, 'psl': {'grib_id': '151', 'level': 'sf'}, 'rainmxrat27': {'grib_id': '075', 'level': 'pl'}, 'sftlf': {'grib_id': '172', 'level': 'sf'}, 'siconc': {'grib_id': '031', 'level': 'sf'}, 'siconca': {'grib_id': '031', 'level': 'sf'}, 'snd': {'grib_id': '141', 'level': 'sf'}, 'snowmxrat27': {'grib_id': '076', 'level': 'pl'}, 'ta': {'grib_id': '130', 'level': 'pl'}, 'tas': {'grib_id': '167', 'level': 'sf'}, 'tdps': {'grib_id': '168', 'level': 'sf'}, 'tos': {'grib_id': '034', 'level': 'sf'}, 'toz': {'grib_id': '206', 'level': 'sf'}, 'ts': {'grib_id': '235', 'level': 'sf'}, 'ua': {'grib_id': '131', 'level': 'pl'}, 'uas': {'grib_id': '165', 'level': 'sf'}, 'va': {'grib_id': '132', 'level': 'pl'}, 'vas': {'grib_id': '166', 'level': 'sf'}, 'wap': {'grib_id': '135', 'level': 'pl'}, 'zg': {'grib_id': '129', 'level': 'pl'}}, 'AERday': {'*': {'tres': '1D'}}, 'AERhr': {'*': {'tres': '1H'}}, 'AERmon': {'*': {'tres': '1M'}}, 'AERmonZ': {'*': {'tres': '1M'}}, 'Amon': {'*': {'tres': '1M'}}, 'CFday': {'*': {'tres': '1D'}}, 'CFmon': {'*': {'tres': '1M'}}, 'E1hr': {'*': {'tres': '1H'}}, 'E1hrClimMon': {'*': {'tres': '1H'}}, 'Eday': {'*': {'tres': '1D'}}, 'EdayZ': {'*': {'tres': '1D'}}, 'Efx': {'*': {'tres': 'IV'}}, 'Emon': {'*': {'tres': '1M'}}, 'EmonZ': {'*': {'tres': '1M'}}, 'IfxAnt': {'*': {'tres': 'IV'}}, 'IfxGre': {'*': {'tres': 'IV'}}, 'ImonAnt': {'*': {'tres': '1M'}}, 'ImonGre': {'*': {'tres': '1M'}}, 'LImon': {'*': {'tres': '1M'}}, 'Lmon': {'*': {'tres': '1M'}}, 'Oday': {'*': {'tres': '1D'}}, 'Ofx': {'*': {'tres': 'IV'}}, 'Omon': {'*': {'tres': '1M'}}, 'SIday': {'*': {'tres': '1D'}}, 'SImon': {'*': {'tres': '1M'}}, 'day': {'*': {'tres': '1D'}}, 'fx': {'*': {'tres': 'IV'}}}}}}, 'remove_preproc_dir': True, 'resume_from': [], 'rootpath': {'CMIP3': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip3')], 'CMIP5': [PosixPath('/projects/NS9560K-datalake/ESGF/cmip5/output1'), PosixPath('/projects/NS9034K/CMIP5/output1'), PosixPath('/scratch/tomast/ESGF/cmip5/output1')], 'CMIP6': [PosixPath('/projects/NS9560K-datalake/ESGF/CMIP6'), PosixPath('/projects/NS9034K/CMIP6'), PosixPath('/projects/NS9252K/KeyCLIM_CMOR'), PosixPath('/scratch/tomast/ESGF/CMIP6')], 'OBS': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obsdata')], 'OBS6': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'RAWOBS': [PosixPath('/projects/NS9560K-datalake/ESGF/rawdata/obs'), PosixPath('/scratch/tomast/ESGF/rawdata/obs')], 'ana4mips': [PosixPath('/projects/NS9560K-datalake/ESGF/ana4mips'), PosixPath('/scratch/tomast/ESGF/ana4mips')], 'default': [PosixPath('/scratch/tomast/ESGF/obsdata')], 'native6': [PosixPath('/projects/NS9560K-datalake/ESGF/obsdata/native6'), PosixPath('/scratch/tomast/ESGF/obsdata/native6')], 'obs4MIPs': [PosixPath('/projects/NS9560K-datalake/ESGF/obs4MIPs'), PosixPath('/projects/NS9560K-datalake/ESGF/obsdata'), PosixPath('/scratch/tomast/ESGF/obs4MIPs')]}, 'run_diagnostic': True, 'save_intermediary_cubes': False, 'search_esgf': 'when_missing', 'skip_nonexistent': False, 'write_ncl_interface': False}), preprocessor = 'prep_quad_map', mip = 'Omon', dataset = 'WOA', project = 'OBS6', type = 'clim', version = '2018', tier = 2, short_name = 'tos', timerange = '2000/2000', variable_group = 'tos', diagnostic = 'sea_surface_temperature', recipe_dataset_index = 2, alias = 'OBS6', original_short_name = 'tos', standard_name = 'sea_surface_temperature', long_name = 'Sea Surface Temperature', units = 'degC', modeling_realm = ['ocean'], frequency = 'mon' 2025-09-04 09:42:16,482 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step cmor_check_data 2025-09-04 09:42:16,483 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'cmor_check_data' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) check_level = , cmor_table = 'OBS6', mip = 'Omon', frequency = 'mon', short_name = 'tos' 2025-09-04 09:42:16,483 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step add_supplementary_variables 2025-09-04 09:42:16,484 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'add_supplementary_variables' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) supplementary_cubes = [] 2025-09-04 09:42:16,484 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step extract_time 2025-09-04 09:42:16,484 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'extract_time' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) start_year = 2000, start_month = 1, start_day = 1, end_year = 2003, end_month = 12, end_day = 31 2025-09-04 09:42:16,486 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step climate_statistics 2025-09-04 09:42:16,487 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'climate_statistics' on the data loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) operator = 'mean' 2025-09-04 09:42:16,501 UTC [2749124] DEBUG esmvalcore.preprocessor:446 Running preprocessor step save 2025-09-04 09:42:16,503 UTC [2749124] DEBUG esmvalcore.preprocessor:388 Running preprocessor function 'save' on the data [] loaded from original input file(s) [LocalFile('/scratch/tomast/ESGF/obsdata/Tier2/WOA/OBS6_WOA_clim_2018_Omon_tos_200007-200007.nc')] with function argument(s) compress = False, compute = False, filename = PosixPath('/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/OBS6_WOA_clim_2018_Omon_tos_2000-2000.nc') 2025-09-04 09:42:16,503 UTC [2749124] DEBUG esmvalcore.preprocessor._io:333 Saving cube: sea_surface_temperature / (degC) (latitude: 180; longitude: 360) Dimension coordinates: latitude x - longitude - x Scalar coordinates: depth 0.0 meters, bound=(-2.5, 2.5) meters time 2156-12-31 00:33:45, bound=(2141-12-31 09:22:30, 2171-12-31 15:45:00) Cell methods: 0 area: mean 1 depth: mean 2 time: mean within years 3 time: mean over years 4 time: mean Attributes: Conventions 'CF-1.7' comment '' history 'Created on 2025-09-02 08:51:21' host 'ipcc' mip 'Omon' modeling_realm 'clim' project_id 'OBS6' reference 'doi not found' short_name 'woa18' source 'https://www.ncei.noaa.gov/data/oceans/woa/WOA18/DATA/' tier '2' title 'WOA data reformatted for ESMValTool v2.1.0.dev1375+g59d773654' user 'tomast' version '2018' with lazy data to /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/preproc/sea_surface_temperature/tos/OBS6_WOA_clim_2018_Omon_tos_2000-2000.nc 2025-09-04 09:42:16,518 UTC [2749124] INFO esmvalcore.preprocessor:803 Computing and saving data for preprocessing task sea_surface_temperature/tos 2025-09-04 09:42:17,523 UTC [2749124] INFO esmvalcore.preprocessor._dask_progress:153 sea_surface_temperature/tos [########################################] | 100% Completed | 1.00 s 2025-09-04 09:42:17,529 UTC [2749124] INFO esmvalcore._task:301 Successfully completed task sea_surface_temperature/tos (priority 1) in 0:00:08.541784 2025-09-04 09:42:17,588 UTC [2748969] INFO esmvalcore._task:975 Progress: 0 tasks running, 1 tasks waiting for ancestors, 1/2 done 2025-09-04 09:42:17,595 UTC [2749125] INFO esmvalcore._task:293 Starting task sea_surface_temperature/Global_Ocean_map in process [2749125] 2025-09-04 09:42:17,598 UTC [2749125] INFO esmvalcore._task:578 Running command ['/projects/NS2980K/conda/esmvaltool_v2.13.0rc1/bin/python', '/projects/NS2980K/home/tomast/ESMValTool/ESMValTool-TTfork/esmvaltool/diag_scripts/ocean/diagnostic_maps_quad.py', '/projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/sea_surface_temperature/Global_Ocean_map/settings.yml'] 2025-09-04 09:42:17,599 UTC [2749125] DEBUG esmvalcore._task:579 in environment {'MPLBACKEND': 'Agg'} 2025-09-04 09:42:17,599 UTC [2749125] DEBUG esmvalcore._task:581 in current working directory: /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/sea_surface_temperature/Global_Ocean_map 2025-09-04 09:42:17,599 UTC [2749125] INFO esmvalcore._task:582 Writing output to /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/work/sea_surface_temperature/Global_Ocean_map 2025-09-04 09:42:17,599 UTC [2749125] INFO esmvalcore._task:583 Writing plots to /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/plots/sea_surface_temperature/Global_Ocean_map 2025-09-04 09:42:17,599 UTC [2749125] INFO esmvalcore._task:584 Writing log to /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/sea_surface_temperature/Global_Ocean_map/log.txt 2025-09-04 09:42:17,599 UTC [2749125] INFO esmvalcore._task:594 To re-run this diagnostic script, run: cd /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/sea_surface_temperature/Global_Ocean_map; MPLBACKEND="Agg" /projects/NS2980K/conda/esmvaltool_v2.13.0rc1/bin/python /projects/NS2980K/home/tomast/ESMValTool/ESMValTool-TTfork/esmvaltool/diag_scripts/ocean/diagnostic_maps_quad.py /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/sea_surface_temperature/Global_Ocean_map/settings.yml 2025-09-04 09:42:17,689 UTC [2748969] INFO esmvalcore._task:975 Progress: 1 tasks running, 0 tasks waiting for ancestors, 1/2 done 2025-09-04 09:42:23,616 UTC [2749125] INFO esmvalcore._task:142 Maximum memory used (estimate): 0.4 GB 2025-09-04 09:42:23,618 UTC [2749125] INFO esmvalcore._task:146 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. 2025-09-04 09:42:23,618 UTC [2749125] DEBUG esmvalcore._task:667 Script ocean/diagnostic_maps_quad.py completed successfully 2025-09-04 09:42:23,618 UTC [2749125] DEBUG esmvalcore._task:695 Collecting provenance from /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/sea_surface_temperature/Global_Ocean_map/diagnostic_provenance.yml 2025-09-04 09:42:23,699 UTC [2749125] DEBUG urllib3.connectionpool:1049 Starting new HTTPS connection (1): cera-www.dkrz.de:443 2025-09-04 09:42:23,830 UTC [2749125] DEBUG urllib3.connectionpool:544 https://cera-www.dkrz.de:443 "GET /WDCC/ui/cerasearch/cerarest/exportcmip6?input=CMIP6.CMIP.MOHC.UKESM1-0-LL.historical HTTP/1.1" 302 277 2025-09-04 09:42:23,856 UTC [2749125] DEBUG urllib3.connectionpool:544 https://cera-www.dkrz.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.MOHC.UKESM1-0-LL.historical HTTP/1.1" 302 279 2025-09-04 09:42:23,857 UTC [2749125] DEBUG urllib3.connectionpool:1049 Starting new HTTPS connection (1): www.wdc-climate.de:443 2025-09-04 09:42:23,983 UTC [2749125] DEBUG urllib3.connectionpool:544 https://www.wdc-climate.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.MOHC.UKESM1-0-LL.historical HTTP/1.1" 200 28167 2025-09-04 09:42:24,010 UTC [2749125] DEBUG urllib3.connectionpool:1049 Starting new HTTPS connection (1): cera-www.dkrz.de:443 2025-09-04 09:42:24,110 UTC [2749125] DEBUG urllib3.connectionpool:544 https://cera-www.dkrz.de:443 "GET /WDCC/ui/cerasearch/cerarest/exportcmip6?input=CMIP6.CMIP.MOHC.HadGEM3-GC31-LL.historical HTTP/1.1" 302 281 2025-09-04 09:42:24,133 UTC [2749125] DEBUG urllib3.connectionpool:544 https://cera-www.dkrz.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.MOHC.HadGEM3-GC31-LL.historical HTTP/1.1" 302 283 2025-09-04 09:42:24,134 UTC [2749125] DEBUG urllib3.connectionpool:1049 Starting new HTTPS connection (1): www.wdc-climate.de:443 2025-09-04 09:42:24,269 UTC [2749125] DEBUG urllib3.connectionpool:544 https://www.wdc-climate.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.MOHC.HadGEM3-GC31-LL.historical HTTP/1.1" 200 26134 2025-09-04 09:42:24,299 UTC [2749125] DEBUG PIL.PngImagePlugin:201 STREAM b'IHDR' 16 13 2025-09-04 09:42:24,299 UTC [2749125] DEBUG PIL.PngImagePlugin:201 STREAM b'tEXt' 41 58 2025-09-04 09:42:24,299 UTC [2749125] DEBUG PIL.PngImagePlugin:201 STREAM b'pHYs' 111 9 2025-09-04 09:42:24,299 UTC [2749125] DEBUG PIL.PngImagePlugin:201 STREAM b'IDAT' 132 65536 2025-09-04 09:42:24,403 UTC [2749125] DEBUG esmvalcore._task:783 Collecting provenance of task sea_surface_temperature/Global_Ocean_map took 0.8 seconds 2025-09-04 09:42:24,403 UTC [2749125] INFO esmvalcore._task:301 Successfully completed task sea_surface_temperature/Global_Ocean_map (priority 0) in 0:00:06.807898 2025-09-04 09:42:24,501 UTC [2748969] INFO esmvalcore._task:975 Progress: 0 tasks running, 0 tasks waiting for ancestors, 2/2 done 2025-09-04 09:42:24,501 UTC [2748969] INFO esmvalcore._task:984 Successfully completed all tasks. 2025-09-04 09:42:24,551 UTC [2748969] INFO esmvalcore._recipe.recipe:1349 Wrote recipe with version numbers and wildcards to: file:///projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/run/recipe_ocean_quadmap_filled.yml 2025-09-04 09:42:24,724 UTC [2748969] INFO esmvalcore.experimental.recipe_output:279 Wrote recipe output to: file:///projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207/index.html 2025-09-04 09:42:24,725 UTC [2748969] INFO esmvalcore.experimental.recipe_output:249 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=10.11.103.170 && port=31415 && ssh -t -L ${port}:localhost:${port} tomast@${server} /projects/NS2980K/conda/esmvaltool_v2.13.0rc1/bin/python -m http.server ${port} -d /projects/NS2980K-datalake/www/tomast/esmvaltool2.11.0/output/recipe_ocean_quadmap_20250904_094207 Then visit http://localhost:31415 in your browser 2025-09-04 09:42:24,725 UTC [2748969] INFO esmvalcore.experimental.recipe_output:257 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 10.11.103.170 with your SSH server name 2025-09-04 09:42:24,725 UTC [2748969] INFO esmvalcore._main:148 Ending the Earth System Model Evaluation Tool at time: 2025-09-04 09:42:24 UTC 2025-09-04 09:42:24,725 UTC [2748969] INFO esmvalcore._main:152 Time for running the recipe was: 0:00:15.840226 2025-09-04 09:42:25,540 UTC [2748969] INFO esmvalcore._task:142 Maximum memory used (estimate): 2.1 GB 2025-09-04 09:42:25,541 UTC [2748969] INFO esmvalcore._task:146 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. 2025-09-04 09:42:25,541 UTC [2748969] INFO esmvalcore._main:551 Removing `preproc` directory containing preprocessed data 2025-09-04 09:42:25,542 UTC [2748969] INFO esmvalcore._main:554 If this data is further needed, then set `remove_preproc_dir` to `false` in your configuration 2025-09-04 09:42:25,544 UTC [2748969] INFO esmvalcore._main:529 Run was successful