2025-05-26 19:35:23,732 UTC [7938] INFO    esmvalcore._main:576 
______________________________________________________________________
          _____ ____  __  ____     __    _ _____           _
         | ____/ ___||  \/  \ \   / /_ _| |_   _|__   ___ | |
         |  _| \___ \| |\/| |\ \ / / _` | | | |/ _ \ / _ \| |
         | |___ ___) | |  | | \ 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!

2025-05-26 19:35:23,732 UTC [7938] INFO    esmvalcore._main:577 Package versions
2025-05-26 19:35:23,732 UTC [7938] INFO    esmvalcore._main:578 ----------------
2025-05-26 19:35:23,733 UTC [7938] INFO    esmvalcore._main:579 ESMValCore: 2.12.0
2025-05-26 19:35:23,733 UTC [7938] INFO    esmvalcore._main:581 ESMValTool: 2.13.0.dev65+g58fd0b8ec
2025-05-26 19:35:23,733 UTC [7938] INFO    esmvalcore._main:582 ----------------
2025-05-26 19:35:23,733 UTC [7938] INFO    esmvalcore._main:583 Reading configuration files from:
/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/config/configurations/defaults (defaults)
/home/bandela/.config/esmvaltool (default user configuration directory)
<OUTPUT_DIR>/config (command line argument)
2025-05-26 19:35:23,733 UTC [7938] INFO    esmvalcore._main:587 Writing program log files to:
<OUTPUT_DIR>/executions/recipe_20250526_193523/run/main_log.txt
<OUTPUT_DIR>/executions/recipe_20250526_193523/run/main_log_debug.txt
<OUTPUT_DIR>/executions/recipe_20250526_193523/run/cmor_log.txt
2025-05-26 19:35:24,322 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0
  warnings.warn("ESMF installation version {}, ESMPy version {}".format(

2025-05-26 19:35:24,543 UTC [7938] INFO    esmvalcore._main:93 Starting the Earth System Model Evaluation Tool at time: 2025-05-26 19:35:24 UTC
2025-05-26 19:35:24,543 UTC [7938] INFO    esmvalcore._main:98 ----------------------------------------------------------------------
2025-05-26 19:35:24,543 UTC [7938] INFO    esmvalcore._main:99 RECIPE   = <OUTPUT_DIR>/recipe.yml
2025-05-26 19:35:24,544 UTC [7938] INFO    esmvalcore._main:100 RUNDIR     = <OUTPUT_DIR>/executions/recipe_20250526_193523/run
2025-05-26 19:35:24,544 UTC [7938] INFO    esmvalcore._main:101 WORKDIR    = <OUTPUT_DIR>/executions/recipe_20250526_193523/work
2025-05-26 19:35:24,544 UTC [7938] INFO    esmvalcore._main:102 PREPROCDIR = <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc
2025-05-26 19:35:24,544 UTC [7938] INFO    esmvalcore._main:103 PLOTDIR    = <OUTPUT_DIR>/executions/recipe_20250526_193523/plots
2025-05-26 19:35:24,545 UTC [7938] INFO    esmvalcore._main:104 ----------------------------------------------------------------------
2025-05-26 19:35:24,545 UTC [7938] INFO    esmvalcore._main:107 Running tasks using at most 1 processes
2025-05-26 19:35:24,545 UTC [7938] INFO    esmvalcore._main:109 If your system hangs during execution, it may not have enough memory for keeping this number of tasks in memory.
2025-05-26 19:35:24,545 UTC [7938] INFO    esmvalcore._main:113 If you experience memory problems, try reducing 'max_parallel_tasks' in your configuration.
2025-05-26 19:35:24,546 UTC [7938] DEBUG   esmvalcore._recipe.check:67 Checking recipe against schema /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/_recipe/recipe_schema.yml
2025-05-26 19:35:24,599 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_double in diagnostic diagnostic_metrics
2025-05-26 19:35:24,599 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_pr_bias in diagnostic diagnostic_metrics
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_sst_bias in diagnostic diagnostic_metrics
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_tauu_bias in diagnostic diagnostic_metrics
2025-05-26 19:35:24,600 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_double_seacycle in diagnostic diagnostic_metrics
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_pr_seacycle in diagnostic diagnostic_metrics
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_sst_seacycle in diagnostic diagnostic_metrics
2025-05-26 19:35:24,601 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,602 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,602 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_tauu_seacycle in diagnostic diagnostic_metrics
2025-05-26 19:35:24,602 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,602 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,602 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_bias in diagnostic diagnostic_level2
2025-05-26 19:35:24,602 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_seacycle in diagnostic diagnostic_level2
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable sst_bias in diagnostic diagnostic_level2
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tauu_bias in diagnostic diagnostic_level2
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,603 UTC [7938] DEBUG   esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn
2025-05-26 19:35:24,604 UTC [7938] DEBUG   esmvalcore._recipe.recipe:879 Retrieving diagnostics from recipe
2025-05-26 19:35:24,604 UTC [7938] DEBUG   esmvalcore._recipe.recipe:909 Setting script for diagnostic diagnostic_metrics
2025-05-26 19:35:24,604 UTC [7938] DEBUG   esmvalcore._recipe.recipe:909 Setting script for diagnostic diagnostic_level2
2025-05-26 19:35:24,604 UTC [7938] INFO    esmvalcore._recipe.recipe:1119 Creating tasks from recipe
2025-05-26 19:35:24,604 UTC [7938] INFO    esmvalcore._recipe.recipe:1128 Creating tasks for diagnostic diagnostic_metrics
2025-05-26 19:35:24,604 UTC [7938] INFO    esmvalcore._recipe.recipe:1041 Creating diagnostic task diagnostic_metrics/plot_script
2025-05-26 19:35:24,604 UTC [7938] DEBUG   esmvalcore._task:397 No local diagnostic script found. Attempting to load the script from the base repository.
2025-05-26 19:35:24,606 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/pr_double
2025-05-26 19:35:24,606 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'ITCZ_bias' task for variable 'pr_double'
2025-05-26 19:35:24,611 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,611 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,614 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs:
  /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:24,614 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519
2025-05-26 19:35:24,617 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,617 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,617 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,619 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/pr_double created.
2025-05-26 19:35:24,619 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/pr_double will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,619 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_pr_bias
2025-05-26 19:35:24,619 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_bias' task for variable 'eq_pr_bias'
2025-05-26 19:35:24,621 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,622 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,622 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs:
  /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:24,622 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519
2025-05-26 19:35:24,625 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,625 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,625 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,626 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_pr_bias created.
2025-05-26 19:35:24,626 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_pr_bias will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,626 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_sst_bias
2025-05-26 19:35:24,626 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_bias' task for variable 'eq_sst_bias'
2025-05-26 19:35:24,630 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')]
2025-05-26 19:35:24,632 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6:
  /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:24,632 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,635 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,635 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,635 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,636 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_sst_bias created.
2025-05-26 19:35:24,637 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_sst_bias will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,637 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_tauu_bias
2025-05-26 19:35:24,637 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_bias' task for variable 'eq_tauu_bias'
2025-05-26 19:35:24,639 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu[_.]*nc')]
2025-05-26 19:35:24,640 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset OBS6:
  /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:24,640 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,643 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/*/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,643 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,643 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,644 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_tauu_bias created.
2025-05-26 19:35:24,644 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_tauu_bias will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:24,645 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/pr_double_seacycle
2025-05-26 19:35:24,645 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'ITCZ_sea_cycle' task for variable 'pr_double_seacycle'
2025-05-26 19:35:24,646 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,646 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,647 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs:
  /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:24,647 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519
2025-05-26 19:35:24,648 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,649 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,649 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,650 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/pr_double_seacycle created.
2025-05-26 19:35:24,650 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/pr_double_seacycle will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,650 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_pr_seacycle
2025-05-26 19:35:24,650 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_sea_cycle' task for variable 'eq_pr_seacycle'
2025-05-26 19:35:24,651 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,652 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,652 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs:
  /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:24,652 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519
2025-05-26 19:35:24,654 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,654 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,654 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,655 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_pr_seacycle created.
2025-05-26 19:35:24,655 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_pr_seacycle will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,655 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_sst_seacycle
2025-05-26 19:35:24,655 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_sea_cycle' task for variable 'eq_sst_seacycle'
2025-05-26 19:35:24,657 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')]
2025-05-26 19:35:24,657 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6:
  /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:24,657 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,659 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,659 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,659 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,660 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_sst_seacycle created.
2025-05-26 19:35:24,660 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_sst_seacycle will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,660 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_tauu_seacycle
2025-05-26 19:35:24,660 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_sea_cycle' task for variable 'eq_tauu_seacycle'
2025-05-26 19:35:24,662 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu[_.]*nc')]
2025-05-26 19:35:24,662 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset OBS6:
  /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:24,662 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,664 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/*/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,664 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,664 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,665 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_tauu_seacycle created.
2025-05-26 19:35:24,665 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_tauu_seacycle will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,665 UTC [7938] INFO    esmvalcore._recipe.recipe:1128 Creating tasks for diagnostic diagnostic_level2
2025-05-26 19:35:24,666 UTC [7938] INFO    esmvalcore._recipe.recipe:1041 Creating diagnostic task diagnostic_level2/plot_script
2025-05-26 19:35:24,666 UTC [7938] DEBUG   esmvalcore._task:397 No local diagnostic script found. Attempting to load the script from the base repository.
2025-05-26 19:35:24,666 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/pr_bias
2025-05-26 19:35:24,666 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'map_bias_level2' task for variable 'pr_bias'
2025-05-26 19:35:24,667 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,667 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,668 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs:
  /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:24,668 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519
2025-05-26 19:35:24,670 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,670 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,670 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,671 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/pr_bias created.
2025-05-26 19:35:24,671 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/pr_bias will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,671 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/pr_seacycle
2025-05-26 19:35:24,671 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'map_sea_cyclel2' task for variable 'pr_seacycle'
2025-05-26 19:35:24,673 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,673 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')]
2025-05-26 19:35:24,673 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs:
  /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:24,673 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519
2025-05-26 19:35:24,675 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,675 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,675 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,676 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/pr_seacycle created.
2025-05-26 19:35:24,676 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/pr_seacycle will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:24,676 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/sst_bias
2025-05-26 19:35:24,677 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'map_bias_level2' task for variable 'sst_bias'
2025-05-26 19:35:24,678 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')]
2025-05-26 19:35:24,678 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6:
  /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:24,678 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,680 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,680 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,680 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,681 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/sst_bias created.
2025-05-26 19:35:24,681 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/sst_bias will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
2025-05-26 19:35:24,681 UTC [7938] INFO    esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/tauu_bias
2025-05-26 19:35:24,681 UTC [7938] INFO    esmvalcore._recipe.recipe:739 Creating preprocessor 'map_bias_level2' task for variable 'tauu_bias'
2025-05-26 19:35:24,683 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu[_.]*nc')]
2025-05-26 19:35:24,683 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset OBS6:
  /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:24,683 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1
2025-05-26 19:35:24,685 UTC [7938] DEBUG   esmvalcore.local:445 Looking for files matching [PosixPath('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/*/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')]
2025-05-26 19:35:24,685 UTC [7938] DEBUG   esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset CMIP6:
  <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:24,685 UTC [7938] INFO    esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115
2025-05-26 19:35:24,686 UTC [7938] INFO    esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/tauu_bias created.
2025-05-26 19:35:24,686 UTC [7938] DEBUG   esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/tauu_bias will create the files:
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:962 Linking tasks for diagnostic diagnostic_metrics script plot_script
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/pr_double matches ['diagnostic_metrics/pr_double']
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_pr_bias matches ['diagnostic_metrics/eq_pr_bias']
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_sst_bias matches ['diagnostic_metrics/eq_sst_bias']
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_tauu_bias matches ['diagnostic_metrics/eq_tauu_bias']
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/pr_double_seacycle matches ['diagnostic_metrics/pr_double_seacycle']
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_pr_seacycle matches ['diagnostic_metrics/eq_pr_seacycle']
2025-05-26 19:35:24,687 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_sst_seacycle matches ['diagnostic_metrics/eq_sst_seacycle']
2025-05-26 19:35:24,688 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_tauu_seacycle matches ['diagnostic_metrics/eq_tauu_seacycle']
2025-05-26 19:35:24,688 UTC [7938] DEBUG   esmvalcore._recipe.recipe:962 Linking tasks for diagnostic diagnostic_level2 script plot_script
2025-05-26 19:35:24,688 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/pr_bias matches ['diagnostic_level2/pr_bias']
2025-05-26 19:35:24,688 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/pr_seacycle matches ['diagnostic_level2/pr_seacycle']
2025-05-26 19:35:24,688 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/sst_bias matches ['diagnostic_level2/sst_bias']
2025-05-26 19:35:24,688 UTC [7938] DEBUG   esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/tauu_bias matches ['diagnostic_level2/tauu_bias']
2025-05-26 19:35:24,688 UTC [7938] INFO    esmvalcore._recipe.recipe:1171 These tasks will be executed: diagnostic_metrics/eq_sst_seacycle, diagnostic_level2/tauu_bias, diagnostic_level2/pr_seacycle, diagnostic_metrics/eq_tauu_seacycle, diagnostic_level2/plot_script, diagnostic_level2/sst_bias, diagnostic_metrics/pr_double_seacycle, diagnostic_metrics/eq_pr_seacycle, diagnostic_metrics/plot_script, diagnostic_metrics/eq_tauu_bias, diagnostic_metrics/eq_pr_bias, diagnostic_metrics/pr_double, diagnostic_metrics/eq_sst_bias, diagnostic_level2/pr_bias
2025-05-26 19:35:24,693 UTC [7938] DEBUG   esmvalcore._main:133 Recipe summary:
DiagnosticTask: diagnostic_level2/plot_script
script: enso_metrics/climatology_diagnosticlevel2.py
settings:
{'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
 'log_level': 'info',
 'output_file_type': 'png',
 'plot_dir': '<OUTPUT_DIR>/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script',
 'profile_diagnostic': False,
 'recipe': PosixPath('recipe.yml'),
 'run_dir': '<OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script',
 'script': 'plot_script',
 'version': '2.12.0',
 'work_dir': '<OUTPUT_DIR>/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script'}
ancestors:
  PreprocessingTask: diagnostic_level2/pr_bias
  order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_level2/pr_seacycle
  order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_level2/sst_bias
  order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_level2/tauu_bias
  order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')}}
  ancestors:
  None


DiagnosticTask: diagnostic_metrics/plot_script
script: enso_metrics/climatology_diagnostic1.py
settings:
{'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
 'log_level': 'info',
 'output_file_type': 'png',
 'plot_dir': '<OUTPUT_DIR>/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script',
 'profile_diagnostic': False,
 'recipe': PosixPath('recipe.yml'),
 'run_dir': '<OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script',
 'script': 'plot_script',
 'version': '2.12.0',
 'work_dir': '<OUTPUT_DIR>/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script'}
ancestors:
  PreprocessingTask: diagnostic_metrics/pr_double
  order: ['climate_statistics', 'regrid', 'extract_region', 'convert_units', 'zonal_statistics', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'convert_units': {'units': 'mm/day'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 210.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')},
   'zonal_statistics': {'operator': 'mean'}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'convert_units': {'units': 'mm/day'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 210.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')},
   'zonal_statistics': {'operator': 'mean'}}
  ancestors:
  None

  PreprocessingTask: diagnostic_metrics/eq_pr_bias
  order: ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'meridional_statistics': {'operator': 'mean'},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'meridional_statistics': {'operator': 'mean'},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_metrics/eq_sst_bias
  order: ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'meridional_statistics': {'operator': 'mean'},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'meridional_statistics': {'operator': 'mean'},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_metrics/eq_tauu_bias
  order: ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'meridional_statistics': {'operator': 'mean'},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'meridional_statistics': {'operator': 'mean'},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_metrics/pr_double_seacycle
  order: ['climate_statistics', 'regrid', 'extract_region', 'convert_units', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'convert_units': {'units': 'mm/day'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 210.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'convert_units': {'units': 'mm/day'},
   'extract_region': {'end_latitude': 15.0,
                      'end_longitude': 270.0,
                      'start_latitude': -15.0,
                      'start_longitude': 210.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_metrics/eq_pr_seacycle
  order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_metrics/eq_sst_seacycle
  order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

  PreprocessingTask: diagnostic_metrics/eq_tauu_seacycle
  order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save']
  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
  input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')}}

  PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
  input files: [LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
  settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'},
   'extract_region': {'end_latitude': 5.0,
                      'end_longitude': 270.0,
                      'start_latitude': -5.0,
                      'start_longitude': 150.0},
   'regrid': {'scheme': 'linear', 'target_grid': '1x1'},
   'remove_supplementary_variables': {},
   'save': {'compress': False,
            'compute': False,
            'filename': PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')}}
  ancestors:
  None

2025-05-26 19:35:24,707 UTC [7938] INFO    esmvalcore._recipe.recipe:1238 Wrote recipe with version numbers and wildcards to:
file://<OUTPUT_DIR>/executions/recipe_20250526_193523/run/recipe_filled.yml
2025-05-26 19:35:24,707 UTC [7938] DEBUG   esmvalcore.config._dask:170 Using Dask profile 'local_distributed'
2025-05-26 19:35:24,707 UTC [7938] DEBUG   esmvalcore.config._dask:174 Using additional Dask settings {}
2025-05-26 19:35:24,708 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:26,292 UTC [7938] DEBUG   esmvalcore.config._dask:192 Using Dask cluster LocalCluster(d77ea240, 'tcp://127.0.0.1:37849', workers=2, threads=4, memory=8.00 GiB)
2025-05-26 19:35:26,305 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:26,319 UTC [7938] INFO    esmvalcore.config._dask:205 Using Dask distributed scheduler (address: tcp://127.0.0.1:37849, dashboard link: http://127.0.0.1:8787/status)
2025-05-26 19:35:26,319 UTC [7938] INFO    esmvalcore._task:844 Running 14 tasks sequentially
2025-05-26 19:35:26,320 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/pr_double in process [7938]
2025-05-26 19:35:26,358 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'convert_units', 'zonal_statistics']
2025-05-26 19:35:26,359 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:26,359 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:26,362 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:26,364 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_bias',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_double',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:26,366 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:26,366 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:26,366 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:26,447 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:26,447 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:26,457 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_bias',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_double',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:26,459 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:26,461 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:26,461 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:26,462 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:26,469 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:26,471 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
timerange = '1979/2017'
2025-05-26 19:35:26,480 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:26,482 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_bias',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_double',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:26,483 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:26,484 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:26,484 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:26,485 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:26,486 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:26,487 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:26,515 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:26,517 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:26,519 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:26,526 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:26,527 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
start_longitude = 210.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:26,531 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step convert_units
2025-05-26 19:35:26,533 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 30; longitude: 60)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
units = 'mm/day'
2025-05-26 19:35:26,534 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step zonal_statistics
2025-05-26 19:35:26,535 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'zonal_statistics' on the data
<iris 'Cube' of lwe_precipitation_rate / (mm/day) (latitude: 30; longitude: 60)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:26,541 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:26,542 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of lwe_precipitation_rate / (mm/day) (latitude: 30)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')
2025-05-26 19:35:26,542 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
lwe_precipitation_rate / (mm/day)   (latitude: 30)
    Dimension coordinates:
        latitude                             x
    Scalar coordinates:
        longitude                   240.0 degrees_east, bound=(210.0, 270.0) degrees_east
        time                        1998-05-18 00:00:00, bound=(1979-01-01 00:00:00, 2017-10-02 00:00:00)
    Cell methods:
        0                           time: mean
        1                           time: mean
        2                           longitude: mean
    Attributes:
        Conventions                 'CF-1.4'
        associated_files            'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...'
        cmor_version                '2.9.1'
        contact                     'George Huffman (george.j.huffman@nasa.gov)'
        frequency                   'mon'
        institute_id                'NASA-GSFC'
        institution                 'NASA Goddard Space Flight Center, Greenbelt MD, USA'
        mip_specs                   'CMIP5'
        model_id                    'Obs-GPCP'
        modeling_realm              'atmos'
        original_name               'precip'
        product                     'observations'
        project_id                  'obs4MIPs'
        realm                       'atmos'
        references                  'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...'
        source                      'Obs-GPCP (Global Precipitation Climatology Project) v23rB1'
        source_id                   'GPCP'
        source_type                 'satellite_retrieval_and_gauge_analysis'
        table_id                    'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea'
        title                       'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:26,674 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:26,674 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:26,675 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:26,676 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_double',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:26,678 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:26,678 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:26,678 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:26,721 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:26,721 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:26,723 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_double',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:26,725 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:26,726 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:26,726 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:26,727 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:26,733 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:26,734 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:26,744 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:26,746 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_double',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:26,746 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:26,747 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:26,747 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:26,748 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:26,748 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:26,749 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:26,771 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:26,773 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:26,774 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:26,781 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:26,782 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 210.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:26,786 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step convert_units
2025-05-26 19:35:26,788 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 30; longitude: 60)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
units = 'mm/day'
2025-05-26 19:35:26,789 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step zonal_statistics
2025-05-26 19:35:26,790 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'zonal_statistics' on the data
<iris 'Cube' of lwe_precipitation_rate / (mm/day) (latitude: 30; longitude: 60)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:26,795 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:26,797 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of lwe_precipitation_rate / (mm/day) (latitude: 30)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:26,797 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
lwe_precipitation_rate / (mm/day)   (latitude: 30)
    Dimension coordinates:
        latitude                             x
    Scalar coordinates:
        longitude                   240.0 degrees_east, bound=(210.0, 270.0) degrees_east
        time                        1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00)
    Cell methods:
        0                           area: time: mean
        1                           time: mean
        2                           longitude: 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacella'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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                       'atmos'
        regrid_method               'bilinear'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Amon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'pr'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:26,814 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/pr_double
2025-05-26 19:35:26,822 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:28,611 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/pr_double (priority 1) in 0:00:02.291454
2025-05-26 19:35:28,611 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/eq_pr_bias in process [7938]
2025-05-26 19:35:28,627 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics']
2025-05-26 19:35:28,627 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:28,627 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:28,627 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:28,628 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_bias',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'eq_pr_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:28,629 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:28,629 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:28,629 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:28,651 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:28,651 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:28,654 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_bias',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'eq_pr_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:28,655 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:28,657 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:28,658 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:28,659 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:28,662 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:28,663 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
timerange = '1979/2017'
2025-05-26 19:35:28,669 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:28,671 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_bias',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'eq_pr_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:28,671 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:28,672 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:28,672 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:28,673 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:28,673 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:28,674 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:28,695 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:28,696 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:28,697 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:28,702 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:28,704 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:28,707 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics
2025-05-26 19:35:28,708 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 10; longitude: 120)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:28,722 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting
  warnings.warn(

2025-05-26 19:35:28,727 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:28,728 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')
2025-05-26 19:35:28,729 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (longitude: 120)
    Dimension coordinates:
        longitude                             x
    Scalar coordinates:
        latitude                    0.0 degrees_north, bound=(-5.0, 5.0) degrees_north
        time                        1998-05-18 00:00:00, bound=(1979-01-01 00:00:00, 2017-10-02 00:00:00)
    Cell methods:
        0                           time: mean
        1                           time: mean
        2                           latitude: mean
    Attributes:
        Conventions                 'CF-1.4'
        associated_files            'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...'
        cmor_version                '2.9.1'
        contact                     'George Huffman (george.j.huffman@nasa.gov)'
        frequency                   'mon'
        institute_id                'NASA-GSFC'
        institution                 'NASA Goddard Space Flight Center, Greenbelt MD, USA'
        mip_specs                   'CMIP5'
        model_id                    'Obs-GPCP'
        modeling_realm              'atmos'
        original_name               'precip'
        product                     'observations'
        project_id                  'obs4MIPs'
        realm                       'atmos'
        references                  'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...'
        source                      'Obs-GPCP (Global Precipitation Climatology Project) v23rB1'
        source_id                   'GPCP'
        source_type                 'satellite_retrieval_and_gauge_analysis'
        table_id                    'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea'
        title                       'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:28,742 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:28,742 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:28,742 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:28,743 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_pr_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:28,743 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:28,743 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:28,743 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:28,771 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:28,772 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:28,774 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_pr_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:28,775 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:28,776 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:28,776 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:28,777 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:28,783 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:28,784 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:28,793 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:28,794 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_pr_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:28,794 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:28,795 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:28,795 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:28,796 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:28,796 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:28,797 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:28,818 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:28,820 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:28,821 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:28,826 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:28,828 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:28,831 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics
2025-05-26 19:35:28,833 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 10; longitude: 120)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:28,834 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting
  warnings.warn(

2025-05-26 19:35:28,839 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:28,840 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:28,840 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (longitude: 120)
    Dimension coordinates:
        longitude                             x
    Scalar coordinates:
        latitude                    0.0 degrees_north, bound=(-5.0, 5.0) degrees_north
        time                        1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00)
    Cell methods:
        0                           area: time: mean
        1                           time: mean
        2                           latitude: 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacella'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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                       'atmos'
        regrid_method               'bilinear'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Amon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'pr'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:28,856 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_pr_bias
2025-05-26 19:35:28,860 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:29,180 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_pr_bias (priority 2) in 0:00:00.568311
2025-05-26 19:35:29,180 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/eq_sst_bias in process [7938]
2025-05-26 19:35:29,210 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics']
2025-05-26 19:35:29,210 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc
2025-05-26 19:35:29,210 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:29,211 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:29,212 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_bias',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_sst_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:29,212 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:29,213 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:29,213 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:29,238 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:29,238 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:29,240 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_bias',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_sst_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:29,241 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:29,242 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:29,242 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:29,243 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:29,245 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:29,246 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
timerange = '1979/2018'
2025-05-26 19:35:29,250 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:29,251 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_bias',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_sst_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:29,252 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:29,253 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:29,254 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:29,254 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:29,255 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:29,255 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:29,277 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:29,279 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:29,280 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:29,284 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:29,286 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:29,289 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics
2025-05-26 19:35:29,290 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 10; longitude: 120)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:29,292 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting
  warnings.warn(

2025-05-26 19:35:29,295 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:29,297 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')
2025-05-26 19:35:29,297 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
sea_surface_temperature / (degC)    (longitude: 120)
    Dimension coordinates:
        longitude                             x
    Scalar coordinates:
        latitude                    0.0 degrees_north, bound=(-5.0, 5.0) degrees_north
        time                        1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00)
    Cell methods:
        0                           time: mean
        1                           latitude: mean
    Attributes:
        Conventions                 'CF-1.7'
        host                        'gadi-cpu-clx-0539.gadi.nci.org.au'
        mip                         'Omon'
        modeling_realm              'reanaly'
        project_id                  'OBS6'
        reference                   'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4'
        source                      'https://incois.gov.in/tropflux/'
        tier                        '2'
        title                       'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb'
        user                        'fc6164'
        version                     'v1'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc
2025-05-26 19:35:29,312 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:29,312 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:29,312 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:29,313 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_bias',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_sst_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:29,313 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:29,314 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:29,314 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:29,351 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:29,351 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:29,354 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_bias',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_sst_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:29,354 UTC [7938] DEBUG   esmvalcore.cmor._fixes.fix.genericfix:412 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 <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc)
2025-05-26 19:35:29,354 UTC [7938] DEBUG   esmvalcore.cmor._fixes.fix.genericfix:412 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 <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc)
2025-05-26 19:35:29,403 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:29,405 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:29,406 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:29,407 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:29,480 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:29,482 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:29,498 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:29,500 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_bias',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_sst_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:29,500 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:29,502 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:29,502 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:29,503 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:29,503 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:29,504 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:29,528 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:29,529 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:29,531 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None)
2025-05-26 19:35:30,444 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:30,446 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:30,452 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics
2025-05-26 19:35:30,454 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 10; longitude: 120)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:30,457 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting
  warnings.warn(

2025-05-26 19:35:30,463 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:30,465 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:30,466 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
sea_surface_temperature / (degC)    (longitude: 120)
    Dimension coordinates:
        longitude                             x
    Scalar coordinates:
        latitude                    0.0 degrees_north, bound=(-5.0, 5.0) degrees_north
        time                        1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00)
    Cell methods:
        0                           area: mean where sea
        1                           time: mean
        2                           time: mean
        3                           latitude: 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacello'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Omon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'tos'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:30,484 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_sst_bias
2025-05-26 19:35:30,492 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:30,966 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_sst_bias (priority 3) in 0:00:01.785966
2025-05-26 19:35:30,966 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/eq_tauu_bias in process [7938]
2025-05-26 19:35:31,005 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics']
2025-05-26 19:35:31,005 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:31,005 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:31,005 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:31,007 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_OBS6_TROPFLUX_v1_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_bias',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_tauu_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:31,007 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:31,007 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:31,008 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:31,032 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:31,032 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:31,035 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_bias',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_tauu_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:31,036 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:31,038 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:31,038 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:31,039 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:31,043 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:31,044 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
timerange = '1979/2018'
2025-05-26 19:35:31,050 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:31,052 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_bias',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_tauu_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:31,052 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:31,053 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:31,053 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:31,054 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:31,054 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:31,056 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:31,086 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:31,087 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:31,089 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:31,096 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:31,098 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:31,101 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics
2025-05-26 19:35:31,102 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 10; longitude: 120)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:31,104 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting
  warnings.warn(

2025-05-26 19:35:31,108 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:31,109 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')
2025-05-26 19:35:31,109 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
surface_downward_eastward_stress / (Pa) (longitude: 120)
    Dimension coordinates:
        longitude                                 x
    Scalar coordinates:
        latitude                        0.0 degrees_north, bound=(-5.0, 5.0) degrees_north
        time                            1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00)
    Cell methods:
        0                               time: mean
        1                               latitude: mean
    Attributes:
        Conventions                     'CF-1.7'
        host                            'gadi-cpu-clx-2121.gadi.nci.org.au'
        mip                             'Amon'
        modeling_realm                  'reanaly'
        positive                        'down'
        project_id                      'OBS6'
        reference                       'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4'
        source                          'https://incois.gov.in/tropflux/'
        tier                            '2'
        title                           'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb'
        user                            'fc6164'
        version                         'v1'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:31,121 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:31,121 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:31,121 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:31,122 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_tauu_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:31,122 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:31,122 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:31,122 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:31,152 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:31,152 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:31,154 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_tauu_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:31,155 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:31,157 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:31,157 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:31,158 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:31,164 UTC [7938] WARNING esmvalcore.cmor.check:223 There were warnings in variable tauu:
 tauu: attribute positive not present
loaded from file 
2025-05-26 19:35:31,164 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:31,165 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:31,173 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:31,175 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_bias',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_tauu_bias',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:31,175 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:31,176 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:31,176 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:31,177 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:31,177 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:31,178 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:31,198 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:31,199 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:31,200 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:31,206 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:31,207 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:31,211 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics
2025-05-26 19:35:31,212 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 10; longitude: 120)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean'
2025-05-26 19:35:31,213 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting
  warnings.warn(

2025-05-26 19:35:31,217 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:31,219 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:31,219 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
surface_downward_eastward_stress / (Pa) (longitude: 120)
    Dimension coordinates:
        longitude                                 x
    Scalar coordinates:
        latitude                        0.0 degrees_north, bound=(-5.0, 5.0) degrees_north
        time                            1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00)
    Cell methods:
        0                               area: time: mean
        1                               time: mean
        2                               latitude: 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.int64(-616894)
        cmor_version                    '3.4.0'
        data_specs_version              '01.00.30'
        experiment                      'all-forcing simulation of the recent past'
        experiment_id                   'historical'
        external_variables              'areacella'
        forcing_index                   np.int32(1)
        frequency                       'mon'
        further_info_url                'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                            'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                      'gn'
        initialization_index            np.int32(1)
        institution                     'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id                  'CSIRO'
        license                         'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                         'CMIP6'
        nominal_resolution              '250 km'
        notes                           "Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460'])"
        parent_activity_id              'CMIP'
        parent_experiment_id            'piControl'
        parent_mip_era                  'CMIP6'
        parent_source_id                'ACCESS-ESM1-5'
        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                           'atmos'
        regrid_method                   'bilinear'
        run_variant                     'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                          'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                       'ACCESS-ESM1-5'
        source_type                     'AOGCM'
        sub_experiment                  'none'
        sub_experiment_id               'none'
        table_id                        'Amon'
        table_info                      'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                           'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                     'tauu'
        variant_label                   'r1i1p1f1'
        version                         'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:31,233 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_tauu_bias
2025-05-26 19:35:31,238 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:31,768 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_tauu_bias (priority 4) in 0:00:00.801338
2025-05-26 19:35:31,768 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/pr_double_seacycle in process [7938]
2025-05-26 19:35:31,800 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'convert_units']
2025-05-26 19:35:31,801 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:31,801 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:31,801 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:31,805 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_sea_cycle',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_double_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:31,806 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:31,807 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:31,807 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:31,840 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:31,840 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:31,844 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_sea_cycle',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_double_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:31,845 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:31,848 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:31,848 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:31,850 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:31,858 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:31,860 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
timerange = '1979/2017'
2025-05-26 19:35:31,867 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:31,871 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_sea_cycle',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_double_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:31,872 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:31,874 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:31,874 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:31,876 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:31,876 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:31,878 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:31,968 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:31,984 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:31,987 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:32,002 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:32,004 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
start_longitude = 210.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:32,014 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step convert_units
2025-05-26 19:35:32,017 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 30; longitude: 60)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
units = 'mm/day'
2025-05-26 19:35:32,019 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:32,022 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of lwe_precipitation_rate / (mm/day) (month_number: 12; latitude: 30; longitude: 60)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')
2025-05-26 19:35:32,023 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
lwe_precipitation_rate / (mm/day)   (month_number: 12; latitude: 30; longitude: 60)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           time: mean
        1                           month_number: mean
    Attributes:
        Conventions                 'CF-1.4'
        associated_files            'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...'
        cmor_version                '2.9.1'
        contact                     'George Huffman (george.j.huffman@nasa.gov)'
        frequency                   'mon'
        institute_id                'NASA-GSFC'
        institution                 'NASA Goddard Space Flight Center, Greenbelt MD, USA'
        mip_specs                   'CMIP5'
        model_id                    'Obs-GPCP'
        modeling_realm              'atmos'
        original_name               'precip'
        product                     'observations'
        project_id                  'obs4MIPs'
        realm                       'atmos'
        references                  'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...'
        source                      'Obs-GPCP (Global Precipitation Climatology Project) v23rB1'
        source_id                   'GPCP'
        source_type                 'satellite_retrieval_and_gauge_analysis'
        table_id                    'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea'
        title                       'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:32,067 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:32,067 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:32,068 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:32,069 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_double_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:32,071 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:32,071 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:32,072 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:32,140 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:32,140 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:32,142 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_double_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:32,143 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:32,145 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:32,145 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:32,146 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:32,152 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:32,153 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:32,161 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:32,163 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'ITCZ_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_double_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:32,163 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:32,164 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:32,164 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:32,165 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:32,165 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:32,166 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:32,211 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:32,212 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:32,213 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:32,219 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:32,220 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 210.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:32,224 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step convert_units
2025-05-26 19:35:32,225 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 30; longitude: 60)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
units = 'mm/day'
2025-05-26 19:35:32,226 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:32,227 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of lwe_precipitation_rate / (mm/day) (month_number: 12; latitude: 30; longitude: 60)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:32,227 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
lwe_precipitation_rate / (mm/day)   (month_number: 12; latitude: 30; longitude: 60)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           area: time: mean
        1                           month_number: 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacella'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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                       'atmos'
        regrid_method               'bilinear'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Amon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'pr'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:32,243 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/pr_double_seacycle
2025-05-26 19:35:32,248 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:32,778 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/pr_double_seacycle (priority 5) in 0:00:01.010077
2025-05-26 19:35:32,779 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/eq_pr_seacycle in process [7938]
2025-05-26 19:35:32,797 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region']
2025-05-26 19:35:32,797 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:32,797 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:32,798 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:32,799 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'eq_pr_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:32,799 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:32,800 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:32,800 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:32,822 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:32,823 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:32,826 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'eq_pr_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:32,827 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:32,829 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:32,829 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:32,830 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:32,833 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:32,834 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
timerange = '1979/2017'
2025-05-26 19:35:32,838 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:32,840 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'eq_pr_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:32,840 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:32,841 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:32,841 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:32,842 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:32,842 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:32,843 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:32,877 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:32,878 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:32,879 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:32,885 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:32,886 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:32,889 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:32,891 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 10; longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')
2025-05-26 19:35:32,891 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (month_number: 12; latitude: 10; longitude: 120)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           time: mean
        1                           month_number: mean
    Attributes:
        Conventions                 'CF-1.4'
        associated_files            'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...'
        cmor_version                '2.9.1'
        contact                     'George Huffman (george.j.huffman@nasa.gov)'
        frequency                   'mon'
        institute_id                'NASA-GSFC'
        institution                 'NASA Goddard Space Flight Center, Greenbelt MD, USA'
        mip_specs                   'CMIP5'
        model_id                    'Obs-GPCP'
        modeling_realm              'atmos'
        original_name               'precip'
        product                     'observations'
        project_id                  'obs4MIPs'
        realm                       'atmos'
        references                  'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...'
        source                      'Obs-GPCP (Global Precipitation Climatology Project) v23rB1'
        source_id                   'GPCP'
        source_type                 'satellite_retrieval_and_gauge_analysis'
        table_id                    'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea'
        title                       'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:32,905 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:32,906 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:32,906 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:32,907 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_pr_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:32,907 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:32,907 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:32,907 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:32,936 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:32,937 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:32,939 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_pr_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:32,940 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:32,941 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:32,941 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:32,942 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:32,948 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:32,949 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:32,957 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:32,959 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_pr_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:32,959 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:32,960 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:32,960 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:32,961 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:32,961 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:32,962 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:33,029 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:33,032 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:33,033 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:33,043 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:33,044 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:33,051 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:33,053 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 10; longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:33,054 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (month_number: 12; latitude: 10; longitude: 120)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           area: time: mean
        1                           month_number: 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacella'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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                       'atmos'
        regrid_method               'bilinear'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Amon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'pr'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:33,077 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_pr_seacycle
2025-05-26 19:35:33,082 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:33,460 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_pr_seacycle (priority 6) in 0:00:00.680658
2025-05-26 19:35:33,460 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/eq_sst_seacycle in process [7938]
2025-05-26 19:35:33,478 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region']
2025-05-26 19:35:33,478 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
2025-05-26 19:35:33,478 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:33,479 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:33,480 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_sea_cycle',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
variable_group = 'eq_sst_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:33,480 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:33,481 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:33,481 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:33,511 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:33,511 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:33,513 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_sea_cycle',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
variable_group = 'eq_sst_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:33,515 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:33,516 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:33,516 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:33,517 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:33,519 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:33,521 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_sea_cycle',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
variable_group = 'eq_sst_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:33,521 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:33,522 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:33,522 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:33,523 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:33,523 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:33,524 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:33,562 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:33,564 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (month_number: 12; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:33,565 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:33,572 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:33,574 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:33,582 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:33,585 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (month_number: 12; latitude: 10; longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')
2025-05-26 19:35:33,585 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
sea_surface_temperature / (degC)    (month_number: 12; latitude: 10; longitude: 120)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           month_number: mean
    Attributes:
        Conventions                 'CF-1.7'
        host                        'gadi-cpu-clx-0539.gadi.nci.org.au'
        mip                         'Omon'
        modeling_realm              'reanaly'
        project_id                  'OBS6'
        reference                   'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4'
        source                      'https://incois.gov.in/tropflux/'
        tier                        '2'
        title                       'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb'
        user                        'fc6164'
        version                     'v1'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
2025-05-26 19:35:33,607 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:33,607 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:33,607 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:33,608 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_sea_cycle',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_sst_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:33,608 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:33,608 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:33,608 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:33,644 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:33,644 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:33,647 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_sea_cycle',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_sst_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:33,647 UTC [7938] DEBUG   esmvalcore.cmor._fixes.fix.genericfix:412 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 <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc)
2025-05-26 19:35:33,647 UTC [7938] DEBUG   esmvalcore.cmor._fixes.fix.genericfix:412 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 <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc)
2025-05-26 19:35:33,692 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:33,695 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:33,696 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:33,698 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:33,969 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:33,970 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:33,980 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:33,982 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'eq_sea_cycle',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_sst_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:33,982 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:33,983 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:33,984 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:33,985 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:33,985 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:33,986 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:34,035 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:34,037 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (month_number: 12; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:34,038 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None)
2025-05-26 19:35:34,940 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:34,941 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:34,945 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:34,947 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (month_number: 12; latitude: 10; longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:34,947 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
sea_surface_temperature / (degC)    (month_number: 12; latitude: 10; longitude: 120)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           area: mean where sea
        1                           time: mean
        2                           month_number: 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacello'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Omon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'tos'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:34,964 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_sst_seacycle
2025-05-26 19:35:34,972 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:35,612 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_sst_seacycle (priority 7) in 0:00:02.151796
2025-05-26 19:35:35,612 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/eq_tauu_seacycle in process [7938]
2025-05-26 19:35:35,637 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region']
2025-05-26 19:35:35,637 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:35,637 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:35,637 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:35,639 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_OBS6_TROPFLUX_v1_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_tauu_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:35,641 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:35,641 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:35,641 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:35,673 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:35,673 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:35,676 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_tauu_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:35,678 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:35,680 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:35,681 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:35,682 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:35,686 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:35,687 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
timerange = '1979/2018'
2025-05-26 19:35:35,692 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:35,695 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'eq_tauu_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:35,695 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:35,696 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:35,697 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:35,698 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:35,698 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:35,699 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:35,745 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:35,748 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:35,748 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:35,754 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:35,756 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:35,762 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:35,764 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 10; longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')
2025-05-26 19:35:35,764 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 10; longitude: 120)
    Dimension coordinates:
        month_number                                 x             -              -
        latitude                                     -             x              -
        longitude                                    -             -              x
    Cell methods:
        0                               month_number: mean
    Attributes:
        Conventions                     'CF-1.7'
        host                            'gadi-cpu-clx-2121.gadi.nci.org.au'
        mip                             'Amon'
        modeling_realm                  'reanaly'
        positive                        'down'
        project_id                      'OBS6'
        reference                       'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4'
        source                          'https://incois.gov.in/tropflux/'
        tier                            '2'
        title                           'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb'
        user                            'fc6164'
        version                         'v1'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:35,785 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:35,785 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:35,785 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:35,786 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_tauu_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:35,787 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:35,787 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:35,787 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:35,833 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:35,833 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:35,836 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_tauu_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:35,838 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:35,840 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:35,841 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:35,842 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:35,852 UTC [7938] WARNING esmvalcore.cmor.check:223 There were warnings in variable tauu:
 tauu: attribute positive not present
loaded from file 
2025-05-26 19:35:35,852 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:35,854 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:35,868 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:35,870 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'eq_sea_cycle',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'eq_tauu_seacycle',
diagnostic = 'diagnostic_metrics',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:35,871 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:35,872 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:35,872 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:35,874 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:35,874 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:35,875 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:35,944 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:35,945 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:35,946 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:35,952 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:35,953 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -5.0,
end_latitude = 5.0
2025-05-26 19:35:35,957 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:35,958 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 10; longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:35,958 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 10; longitude: 120)
    Dimension coordinates:
        month_number                                 x             -              -
        latitude                                     -             x              -
        longitude                                    -             -              x
    Cell methods:
        0                               area: time: mean
        1                               month_number: 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.int64(-616894)
        cmor_version                    '3.4.0'
        data_specs_version              '01.00.30'
        experiment                      'all-forcing simulation of the recent past'
        experiment_id                   'historical'
        external_variables              'areacella'
        forcing_index                   np.int32(1)
        frequency                       'mon'
        further_info_url                'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                            'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                      'gn'
        initialization_index            np.int32(1)
        institution                     'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id                  'CSIRO'
        license                         'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                         'CMIP6'
        nominal_resolution              '250 km'
        notes                           "Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460'])"
        parent_activity_id              'CMIP'
        parent_experiment_id            'piControl'
        parent_mip_era                  'CMIP6'
        parent_source_id                'ACCESS-ESM1-5'
        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                           'atmos'
        regrid_method                   'bilinear'
        run_variant                     'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                          'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                       'ACCESS-ESM1-5'
        source_type                     'AOGCM'
        sub_experiment                  'none'
        sub_experiment_id               'none'
        table_id                        'Amon'
        table_info                      'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                           'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                     'tauu'
        variant_label                   'r1i1p1f1'
        version                         'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:35,974 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_tauu_seacycle
2025-05-26 19:35:35,983 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:36,508 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_tauu_seacycle (priority 8) in 0:00:00.896141
2025-05-26 19:35:36,509 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_metrics/plot_script in process [7938]
2025-05-26 19:35:36,513 UTC [7938] INFO    esmvalcore._task:564 Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnostic1.py', '<OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml']
2025-05-26 19:35:36,514 UTC [7938] DEBUG   esmvalcore._task:565 in environment
{'MPLBACKEND': 'Agg'}
2025-05-26 19:35:36,514 UTC [7938] DEBUG   esmvalcore._task:567 in current working directory: <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script
2025-05-26 19:35:36,514 UTC [7938] INFO    esmvalcore._task:568 Writing output to <OUTPUT_DIR>/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script
2025-05-26 19:35:36,514 UTC [7938] INFO    esmvalcore._task:569 Writing plots to <OUTPUT_DIR>/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script
2025-05-26 19:35:36,514 UTC [7938] INFO    esmvalcore._task:570 Writing log to <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/log.txt
2025-05-26 19:35:36,514 UTC [7938] INFO    esmvalcore._task:580 To re-run this diagnostic script, run:
cd <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnostic1.py <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml
2025-05-26 19:35:48,661 UTC [7938] INFO    esmvalcore._task:141 Maximum memory used (estimate): 0.6 GB
2025-05-26 19:35:48,662 UTC [7938] INFO    esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur.
2025-05-26 19:35:48,663 UTC [7938] DEBUG   esmvalcore._task:657 Script enso_metrics/climatology_diagnostic1.py completed successfully
2025-05-26 19:35:48,663 UTC [7938] DEBUG   esmvalcore._task:682 Collecting provenance from <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml
2025-05-26 19:35:48,880 UTC [7938] DEBUG   urllib3.connectionpool:1051 Starting new HTTPS connection (1): cera-www.dkrz.de:443
2025-05-26 19:35:49,179 UTC [7938] DEBUG   urllib3.connectionpool:546 https://cera-www.dkrz.de:443 "GET /WDCC/ui/cerasearch/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 302 280
2025-05-26 19:35:49,211 UTC [7938] DEBUG   urllib3.connectionpool:546 https://cera-www.dkrz.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 302 282
2025-05-26 19:35:49,214 UTC [7938] DEBUG   urllib3.connectionpool:1051 Starting new HTTPS connection (1): www.wdc-climate.de:443
2025-05-26 19:35:49,457 UTC [7938] DEBUG   urllib3.connectionpool:546 https://www.wdc-climate.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 200 12025
2025-05-26 19:35:49,479 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:49,479 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:49,479 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:49,479 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:49,862 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:49,863 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:49,863 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:49,863 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:50,269 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:50,269 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:50,269 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:50,269 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:50,637 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:50,637 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:50,637 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:50,637 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:51,022 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:51,022 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:51,023 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:51,023 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:51,399 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:51,399 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:51,399 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:51,399 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:51,791 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:51,791 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:51,791 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:51,791 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:52,160 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:35:52,160 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:35:52,160 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:35:52,160 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:35:53,013 UTC [7938] DEBUG   esmvalcore._task:770 Collecting provenance of task diagnostic_metrics/plot_script took 4.3 seconds
2025-05-26 19:35:53,013 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_metrics/plot_script (priority 0) in 0:00:16.504546
2025-05-26 19:35:53,013 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_level2/pr_bias in process [7938]
2025-05-26 19:35:53,022 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region']
2025-05-26 19:35:53,022 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:53,022 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:53,023 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:53,024 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_bias_level2',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:53,024 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:53,024 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:53,024 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:53,038 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:53,038 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:53,040 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_bias_level2',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:53,041 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:53,042 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:53,042 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:53,043 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,045 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:53,046 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
timerange = '1979/2017'
2025-05-26 19:35:53,050 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:53,051 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_bias_level2',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:53,051 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:53,052 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,052 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:53,053 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:53,053 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:53,054 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:53,076 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:53,077 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:53,078 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:53,084 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:53,085 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:53,089 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:53,090 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')
2025-05-26 19:35:53,091 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (latitude: 30; longitude: 120)
    Dimension coordinates:
        latitude                             x              -
        longitude                            -              x
    Scalar coordinates:
        time                        1998-05-18 00:00:00, bound=(1979-01-01 00:00:00, 2017-10-02 00:00:00)
    Cell methods:
        0                           time: mean
        1                           time: mean
    Attributes:
        Conventions                 'CF-1.4'
        associated_files            'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...'
        cmor_version                '2.9.1'
        contact                     'George Huffman (george.j.huffman@nasa.gov)'
        frequency                   'mon'
        institute_id                'NASA-GSFC'
        institution                 'NASA Goddard Space Flight Center, Greenbelt MD, USA'
        mip_specs                   'CMIP5'
        model_id                    'Obs-GPCP'
        modeling_realm              'atmos'
        original_name               'precip'
        product                     'observations'
        project_id                  'obs4MIPs'
        realm                       'atmos'
        references                  'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...'
        source                      'Obs-GPCP (Global Precipitation Climatology Project) v23rB1'
        source_id                   'GPCP'
        source_type                 'satellite_retrieval_and_gauge_analysis'
        table_id                    'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea'
        title                       'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:53,104 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:53,104 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:53,104 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:53,105 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_bias_level2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:53,105 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:53,106 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:53,106 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:53,138 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:53,138 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:53,140 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_bias_level2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:53,141 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:53,143 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:53,143 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:53,144 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,150 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:53,151 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:53,161 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:53,162 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_bias_level2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:53,162 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:53,163 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,164 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:53,164 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:53,164 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:53,165 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:53,186 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:53,187 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:53,188 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:53,194 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:53,195 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:53,199 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:53,201 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:53,201 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (latitude: 30; longitude: 120)
    Dimension coordinates:
        latitude                             x              -
        longitude                            -              x
    Scalar coordinates:
        time                        1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00)
    Cell methods:
        0                           area: time: mean
        1                           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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacella'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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                       'atmos'
        regrid_method               'bilinear'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Amon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'pr'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:53,215 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/pr_bias
2025-05-26 19:35:53,219 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:53,443 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_level2/pr_bias (priority 10) in 0:00:00.429660
2025-05-26 19:35:53,443 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_level2/pr_seacycle in process [7938]
2025-05-26 19:35:53,463 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region']
2025-05-26 19:35:53,463 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:53,463 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:53,463 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:53,465 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_sea_cyclel2',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_seacycle',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:53,465 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:53,465 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:53,465 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:53,489 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc
2025-05-26 19:35:53,489 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:53,492 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_sea_cyclel2',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_seacycle',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:53,494 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:53,496 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:53,496 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:53,497 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,502 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:53,503 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
timerange = '1979/2017'
2025-05-26 19:35:53,509 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:53,512 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_sea_cyclel2',
mip = 'Amon',
dataset = 'GPCP-V2.3',
project = 'obs4MIPs',
tier = 1,
timerange = '1979/2017',
variable_group = 'pr_seacycle',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'obs4MIPs',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20180519'
2025-05-26 19:35:53,512 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:53,513 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'obs4MIPs',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,513 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:53,514 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:53,514 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:53,515 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 466; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:53,550 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:53,552 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 72; longitude: 144)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:53,553 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:53,559 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:53,560 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:53,564 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:53,565 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')
2025-05-26 19:35:53,565 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (month_number: 12; latitude: 30; longitude: 120)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           time: mean
        1                           month_number: mean
    Attributes:
        Conventions                 'CF-1.4'
        associated_files            'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...'
        cmor_version                '2.9.1'
        contact                     'George Huffman (george.j.huffman@nasa.gov)'
        frequency                   'mon'
        institute_id                'NASA-GSFC'
        institution                 'NASA Goddard Space Flight Center, Greenbelt MD, USA'
        mip_specs                   'CMIP5'
        model_id                    'Obs-GPCP'
        modeling_realm              'atmos'
        original_name               'precip'
        product                     'observations'
        project_id                  'obs4MIPs'
        realm                       'atmos'
        references                  'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...'
        source                      'Obs-GPCP (Global Precipitation Climatology Project) v23rB1'
        source_id                   'GPCP'
        source_type                 'satellite_retrieval_and_gauge_analysis'
        table_id                    'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea'
        title                       'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc
2025-05-26 19:35:53,580 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:53,580 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:53,580 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:53,581 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_sea_cyclel2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_seacycle',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:53,581 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:53,581 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:53,582 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:53,609 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:53,610 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:53,612 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_sea_cyclel2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_seacycle',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:53,613 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:53,615 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:53,615 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:53,615 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,621 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:53,622 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:53,631 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:53,632 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'pr',
preprocessor = 'map_sea_cyclel2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'pr_seacycle',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'pr',
standard_name = 'precipitation_flux',
long_name = 'Precipitation',
units = 'kg m-2 s-1',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:53,632 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:53,633 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'pr'
2025-05-26 19:35:53,633 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:53,634 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:53,634 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:53,635 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'monthly'
2025-05-26 19:35:53,681 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:53,683 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:53,684 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:53,690 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:53,691 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:53,695 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:53,696 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:53,696 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
precipitation_flux / (kg m-2 s-1)   (month_number: 12; latitude: 30; longitude: 120)
    Dimension coordinates:
        month_number                             x             -              -
        latitude                                 -             x              -
        longitude                                -             -              x
    Cell methods:
        0                           area: time: mean
        1                           month_number: 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacella'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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                       'atmos'
        regrid_method               'bilinear'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Amon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'pr'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:53,948 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/pr_seacycle
2025-05-26 19:35:53,954 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:54,380 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_level2/pr_seacycle (priority 11) in 0:00:00.936467
2025-05-26 19:35:54,380 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_level2/sst_bias in process [7938]
2025-05-26 19:35:54,404 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region']
2025-05-26 19:35:54,404 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
2025-05-26 19:35:54,404 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:54,405 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:54,406 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'map_bias_level2',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
variable_group = 'sst_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:54,406 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:54,407 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:54,407 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:54,436 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc
2025-05-26 19:35:54,436 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:54,439 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'map_bias_level2',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
variable_group = 'sst_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:54,440 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:54,442 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:54,442 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:54,443 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:54,448 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:54,450 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'map_bias_level2',
mip = 'Omon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
variable_group = 'sst_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon'
2025-05-26 19:35:54,450 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:54,451 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:54,452 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:54,453 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:54,453 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:54,454 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:54,482 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:54,483 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:54,484 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:54,490 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:54,491 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:54,496 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:54,500 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')
2025-05-26 19:35:54,501 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
sea_surface_temperature / (degC)    (latitude: 30; longitude: 120)
    Dimension coordinates:
        latitude                             x              -
        longitude                            -              x
    Scalar coordinates:
        time                        1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00)
    Cell methods:
        0                           time: mean
    Attributes:
        Conventions                 'CF-1.7'
        host                        'gadi-cpu-clx-0539.gadi.nci.org.au'
        mip                         'Omon'
        modeling_realm              'reanaly'
        project_id                  'OBS6'
        reference                   'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4'
        source                      'https://incois.gov.in/tropflux/'
        tier                        '2'
        title                       'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb'
        user                        'fc6164'
        version                     'v1'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc
2025-05-26 19:35:54,523 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:54,523 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:54,523 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:54,524 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'map_bias_level2',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'sst_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:54,525 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:54,525 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:54,525 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:54,585 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:54,586 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:54,588 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'map_bias_level2',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'sst_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:54,588 UTC [7938] DEBUG   esmvalcore.cmor._fixes.fix.genericfix:412 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 <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc)
2025-05-26 19:35:54,588 UTC [7938] DEBUG   esmvalcore.cmor._fixes.fix.genericfix:412 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 <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc)
2025-05-26 19:35:54,634 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:54,637 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:54,638 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:54,639 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:54,709 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:54,711 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:54,727 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:54,730 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tos',
preprocessor = 'map_bias_level2',
mip = 'Omon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'sst_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tos',
standard_name = 'sea_surface_temperature',
long_name = 'Sea Surface Temperature',
units = 'degC',
modeling_realm = ['ocean'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:54,730 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:54,732 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Omon',
frequency = 'mon',
short_name = 'tos'
2025-05-26 19:35:54,732 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:54,733 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:54,734 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:54,735 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (time: 1980; cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:54,773 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:54,774 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (cell index along second dimension: 30; cell index along first dimension: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:54,776 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None)
2025-05-26 19:35:55,489 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:55,491 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:55,494 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:55,497 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of sea_surface_temperature / (degC) (latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:55,497 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
sea_surface_temperature / (degC)    (latitude: 30; longitude: 120)
    Dimension coordinates:
        latitude                             x              -
        longitude                            -              x
    Scalar coordinates:
        time                        1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 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.int64(-616894)
        cmor_version                '3.4.0'
        data_specs_version          '01.00.30'
        experiment                  'all-forcing simulation of the recent past'
        experiment_id               'historical'
        external_variables          'areacello'
        forcing_index               np.int32(1)
        frequency                   'mon'
        further_info_url            'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                        'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                  'gn'
        initialization_index        np.int32(1)
        institution                 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id              'CSIRO'
        license                     'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                     'CMIP6'
        nominal_resolution          '250 km'
        notes                       "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])"
        parent_activity_id          'CMIP'
        parent_experiment_id        'piControl'
        parent_mip_era              'CMIP6'
        parent_source_id            'ACCESS-ESM1-5'
        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'
        run_variant                 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                      'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                   'ACCESS-ESM1-5'
        source_type                 'AOGCM'
        sub_experiment              'none'
        sub_experiment_id           'none'
        table_id                    'Omon'
        table_info                  'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                       'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                 'tos'
        variant_label               'r1i1p1f1'
        version                     'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:55,512 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/sst_bias
2025-05-26 19:35:55,518 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:55,837 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_level2/sst_bias (priority 12) in 0:00:01.456752
2025-05-26 19:35:55,837 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_level2/tauu_bias in process [7938]
2025-05-26 19:35:55,850 UTC [7938] DEBUG   esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region']
2025-05-26 19:35:55,850 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:55,850 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:55,850 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:55,851 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_OBS6_TROPFLUX_v1_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'map_bias_level2',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'tauu_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:55,852 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:55,852 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:55,852 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:55,872 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc
2025-05-26 19:35:55,872 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:55,875 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'map_bias_level2',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'tauu_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:55,876 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:55,877 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:55,877 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:55,878 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:55,881 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:55,881 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
timerange = '1979/2018'
2025-05-26 19:35:55,885 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:55,886 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'map_bias_level2',
mip = 'Amon',
dataset = 'TROPFLUX',
version = 'v1',
project = 'OBS6',
type = 'reanaly',
tier = 2,
timerange = '1979/2018',
variable_group = 'tauu_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 0,
alias = 'OBS6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon'
2025-05-26 19:35:55,887 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:55,888 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'OBS6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:55,888 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:55,889 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:55,889 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:55,890 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 480; latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:55,918 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:55,920 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 60; longitude: 350)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:55,921 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:55,928 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:55,930 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:55,934 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:55,936 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')
2025-05-26 19:35:55,936 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
surface_downward_eastward_stress / (Pa) (latitude: 30; longitude: 120)
    Dimension coordinates:
        latitude                                 x              -
        longitude                                -              x
    Scalar coordinates:
        time                            1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00)
    Cell methods:
        0                               time: mean
    Attributes:
        Conventions                     'CF-1.7'
        host                            'gadi-cpu-clx-2121.gadi.nci.org.au'
        mip                             'Amon'
        modeling_realm                  'reanaly'
        positive                        'down'
        project_id                      'OBS6'
        reference                       'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4'
        source                          'https://incois.gov.in/tropflux/'
        tier                            '2'
        title                           'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb'
        user                            'fc6164'
        version                         'v1'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc
2025-05-26 19:35:55,953 UTC [7938] DEBUG   esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:55,953 UTC [7938] DEBUG   esmvalcore.esgf._download:560 All required data is available locally, not downloading anything.
2025-05-26 19:35:55,953 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_file
2025-05-26 19:35:55,954 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
output_dir = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'),
add_unique_suffix = True,
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'map_bias_level2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'tauu_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:55,954 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step load
2025-05-26 19:35:55,954 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data
LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
ignore_warnings = None
2025-05-26 19:35:55,954 UTC [7938] DEBUG   esmvalcore.preprocessor._io:103 Loading:
<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:55,996 UTC [7938] DEBUG   esmvalcore.preprocessor._io:151 Done with loading <OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc
2025-05-26 19:35:55,996 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_metadata
2025-05-26 19:35:55,998 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'map_bias_level2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'tauu_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:55,999 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step concatenate
2025-05-26 19:35:56,000 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>
2025-05-26 19:35:56,001 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata
2025-05-26 19:35:56,001 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:56,009 UTC [7938] WARNING esmvalcore.cmor.check:223 There were warnings in variable tauu:
 tauu: attribute positive not present
loaded from file 
2025-05-26 19:35:56,009 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step clip_timerange
2025-05-26 19:35:56,010 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
timerange = '18500116T120000/20141216T120000'
2025-05-26 19:35:56,020 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step fix_data
2025-05-26 19:35:56,021 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'),
         'check_level': <CheckLevels.DEFAULT: 3>,
         'compress_netcdf': False,
         'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'),
         'dask': {'profiles': {'debug': {'scheduler': 'synchronous'},
                               'local_distributed': {'cluster': {'memory_limit': '4GiB',
                                                                 'n_workers': 2,
                                                                 'threads_per_worker': 2,
                                                                 'type': 'distributed.LocalCluster'}},
                               'local_threaded': {'scheduler': 'threads'},
                               'threaded': {'num_workers': 2}},
                  'use': 'local_distributed'},
         'diagnostics': None,
         'download_dir': PosixPath('/home/bandela/climate_data'),
         'drs': {'CMIP3': 'ESGF',
                 'CMIP5': 'ESGF',
                 'CMIP6': 'ESGF',
                 'CORDEX': 'ESGF',
                 'OBS': 'default',
                 'OBS6': 'default',
                 'native6': 'default',
                 'obs4MIPs': 'ESGF'},
         'exit_on_warning': False,
         'extra_facets_dir': [],
         'log_level': 'info',
         'logging': {'log_progress_interval': 0.0},
         'max_datasets': None,
         'max_parallel_tasks': 1,
         'max_years': None,
         'output_dir': PosixPath('<OUTPUT_DIR>/executions'),
         'output_file_type': 'png',
         'profile_diagnostic': False,
         'remove_preproc_dir': True,
         'resume_from': [],
         'rootpath': {'CMIP6': [PosixPath('<OUTPUT_DIR>/climate_data')],
                      'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')],
                      'default': [PosixPath('/home/bandela/climate_data')],
                      'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')],
                      'obs4MIPs': [PosixPath('<OUTPUT_DIR>/climate_data'),
                                   PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]},
         'run_diagnostic': True,
         'save_intermediary_cubes': False,
         'search_esgf': 'never',
         'skip_nonexistent': False,
         'write_ncl_interface': False}),
short_name = 'tauu',
preprocessor = 'map_bias_level2',
mip = 'Amon',
project = 'CMIP6',
activity = 'CMIP',
dataset = 'ACCESS-ESM1-5',
ensemble = 'r1i1p1f1',
institute = 'CSIRO',
exp = 'historical',
grid = 'gn',
timerange = '18500116T120000/20141216T120000',
variable_group = 'tauu_bias',
diagnostic = 'diagnostic_level2',
recipe_dataset_index = 1,
alias = 'CMIP6',
original_short_name = 'tauu',
standard_name = 'surface_downward_eastward_stress',
long_name = 'Surface Downward Eastward Wind Stress',
units = 'Pa',
modeling_realm = ['atmos'],
frequency = 'mon',
version = 'v20191115'
2025-05-26 19:35:56,021 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data
2025-05-26 19:35:56,022 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
check_level = <CheckLevels.DEFAULT: 3>,
cmor_table = 'CMIP6',
mip = 'Amon',
frequency = 'mon',
short_name = 'tauu'
2025-05-26 19:35:56,023 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables
2025-05-26 19:35:56,024 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
supplementary_cubes = []
2025-05-26 19:35:56,024 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step climate_statistics
2025-05-26 19:35:56,025 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (time: 1980; latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
operator = 'mean',
period = 'full'
2025-05-26 19:35:56,051 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step regrid
2025-05-26 19:35:56,053 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 19; longitude: 36)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
target_grid = '1x1',
scheme = 'linear'
2025-05-26 19:35:56,054 UTC [7938] DEBUG   esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask')
2025-05-26 19:35:56,063 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step extract_region
2025-05-26 19:35:56,065 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data
<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 180; longitude: 360)>
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
start_longitude = 150.0,
end_longitude = 270.0,
start_latitude = -15.0,
end_latitude = 15.0
2025-05-26 19:35:56,075 UTC [7938] DEBUG   esmvalcore.preprocessor:411 Running preprocessor step save
2025-05-26 19:35:56,079 UTC [7938] DEBUG   esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data
[<iris 'Cube' of surface_downward_eastward_stress / (Pa) (latitude: 30; longitude: 120)>]
loaded from original input file(s)
[LocalFile('<OUTPUT_DIR>/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')]
with function argument(s)
compress = False,
compute = False,
filename = PosixPath('<OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')
2025-05-26 19:35:56,079 UTC [7938] DEBUG   esmvalcore.preprocessor._io:497 Saving cube:
surface_downward_eastward_stress / (Pa) (latitude: 30; longitude: 120)
    Dimension coordinates:
        latitude                                 x              -
        longitude                                -              x
    Scalar coordinates:
        time                            1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00)
    Cell methods:
        0                               area: time: mean
        1                               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.int64(-616894)
        cmor_version                    '3.4.0'
        data_specs_version              '01.00.30'
        experiment                      'all-forcing simulation of the recent past'
        experiment_id                   'historical'
        external_variables              'areacella'
        forcing_index                   np.int32(1)
        frequency                       'mon'
        further_info_url                'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...'
        grid                            'native atmosphere N96 grid (145x192 latxlon)'
        grid_label                      'gn'
        initialization_index            np.int32(1)
        institution                     'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...'
        institution_id                  'CSIRO'
        license                         'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...'
        mip_era                         'CMIP6'
        nominal_resolution              '250 km'
        notes                           "Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460'])"
        parent_activity_id              'CMIP'
        parent_experiment_id            'piControl'
        parent_mip_era                  'CMIP6'
        parent_source_id                'ACCESS-ESM1-5'
        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                           'atmos'
        regrid_method                   'bilinear'
        run_variant                     'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...'
        source                          'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...'
        source_id                       'ACCESS-ESM1-5'
        source_type                     'AOGCM'
        sub_experiment                  'none'
        sub_experiment_id               'none'
        table_id                        'Amon'
        table_info                      'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371'
        title                           'ACCESS-ESM1-5 output prepared for CMIP6'
        variable_id                     'tauu'
        variant_label                   'r1i1p1f1'
        version                         'v20191115'
with lazy data to <OUTPUT_DIR>/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc
2025-05-26 19:35:56,104 UTC [7938] INFO    esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/tauu_bias
2025-05-26 19:35:56,111 UTC [7938] DEBUG   asyncio:64 Using selector: EpollSelector
2025-05-26 19:35:56,435 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_level2/tauu_bias (priority 13) in 0:00:00.597257
2025-05-26 19:35:56,435 UTC [7938] INFO    esmvalcore._task:289 Starting task diagnostic_level2/plot_script in process [7938]
2025-05-26 19:35:56,437 UTC [7938] INFO    esmvalcore._task:564 Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnosticlevel2.py', '<OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml']
2025-05-26 19:35:56,437 UTC [7938] DEBUG   esmvalcore._task:565 in environment
{'MPLBACKEND': 'Agg'}
2025-05-26 19:35:56,437 UTC [7938] DEBUG   esmvalcore._task:567 in current working directory: <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script
2025-05-26 19:35:56,437 UTC [7938] INFO    esmvalcore._task:568 Writing output to <OUTPUT_DIR>/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script
2025-05-26 19:35:56,437 UTC [7938] INFO    esmvalcore._task:569 Writing plots to <OUTPUT_DIR>/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script
2025-05-26 19:35:56,437 UTC [7938] INFO    esmvalcore._task:570 Writing log to <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/log.txt
2025-05-26 19:35:56,437 UTC [7938] INFO    esmvalcore._task:580 To re-run this diagnostic script, run:
cd <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnosticlevel2.py <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml
2025-05-26 19:36:10,574 UTC [7938] INFO    esmvalcore._task:141 Maximum memory used (estimate): 0.6 GB
2025-05-26 19:36:10,574 UTC [7938] INFO    esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur.
2025-05-26 19:36:10,575 UTC [7938] DEBUG   esmvalcore._task:657 Script enso_metrics/climatology_diagnosticlevel2.py completed successfully
2025-05-26 19:36:10,575 UTC [7938] DEBUG   esmvalcore._task:682 Collecting provenance from <OUTPUT_DIR>/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/diagnostic_provenance.yml
2025-05-26 19:36:10,637 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:36:10,637 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:36:10,637 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:36:10,638 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:36:11,252 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:36:11,252 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:36:11,253 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:36:11,253 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:36:11,887 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:36:11,887 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:36:11,887 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:36:11,887 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:36:12,486 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13
2025-05-26 19:36:12,486 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58
2025-05-26 19:36:12,486 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9
2025-05-26 19:36:12,486 UTC [7938] DEBUG   PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536
2025-05-26 19:36:13,107 UTC [7938] DEBUG   esmvalcore._task:770 Collecting provenance of task diagnostic_level2/plot_script took 2.5 seconds
2025-05-26 19:36:13,107 UTC [7938] INFO    esmvalcore._task:295 Successfully completed task diagnostic_level2/plot_script (priority 9) in 0:00:16.672508
2025-05-26 19:36:13,504 UTC [7938] INFO    esmvalcore._recipe.recipe:1201 Wrote recipe with version numbers and wildcards to:
file://<OUTPUT_DIR>/executions/recipe_20250526_193523/run/recipe_filled.yml
2025-05-26 19:36:13,633 UTC [7938] INFO    esmvalcore.experimental.recipe_output:280 Wrote recipe output to:
file://<OUTPUT_DIR>/executions/recipe_20250526_193523/index.html
2025-05-26 19:36:13,633 UTC [7938] INFO    esmvalcore._main:138 Ending the Earth System Model Evaluation Tool at time: 2025-05-26 19:36:13 UTC
2025-05-26 19:36:13,633 UTC [7938] INFO    esmvalcore._main:142 Time for running the recipe was: 0:00:49.090771
2025-05-26 19:36:13,717 UTC [7938] INFO    esmvalcore._task:141 Maximum memory used (estimate): 1.8 GB
2025-05-26 19:36:13,717 UTC [7938] INFO    esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur.
2025-05-26 19:36:13,718 UTC [7938] INFO    esmvalcore._main:518 Removing `preproc` directory containing preprocessed data
2025-05-26 19:36:13,718 UTC [7938] INFO    esmvalcore._main:521 If this data is further needed, then set `remove_preproc_dir` to `false` in your configuration
2025-05-26 19:36:13,720 UTC [7938] WARNING esmvalcore._main:491 Input data is not (fully) CMOR-compliant, see <OUTPUT_DIR>/executions/recipe_20250526_193523/run/cmor_log.txt for details
2025-05-26 19:36:13,720 UTC [7938] INFO    esmvalcore._main:496 Run was successful
