# ESMValTool # recipe_ecs.yml --- documentation: title: > Equilibrium Climate Sensitivity (ECS) description: > Calculate Equilibrium Climate Sensitivity (ECS) using linear regression following Gregory et al. (2004). authors: - schlund_manuel maintainer: - schlund_manuel references: - gregory04grl projects: - crescendo preprocessors: spatial_mean: area_statistics: operator: mean CMIP5_RTNT: &cmip5_rtnt # Models with missing data (on all ESGF nodes) # EC-EARTH (no rsut) - {dataset: ACCESS1-0, exp: piControl, start_year: 300, end_year: 449} - {dataset: ACCESS1-0, exp: abrupt4xCO2, start_year: 300, end_year: 449} - {dataset: ACCESS1-3, exp: piControl, start_year: 250, end_year: 399} - {dataset: ACCESS1-3, exp: abrupt4xCO2, start_year: 250, end_year: 399} - {dataset: bcc-csm1-1, exp: piControl, start_year: 160, end_year: 309} - {dataset: bcc-csm1-1, exp: abrupt4xCO2, start_year: 160, end_year: 309} - {dataset: bcc-csm1-1-m, exp: piControl, start_year: 240, end_year: 389} - {dataset: bcc-csm1-1-m, exp: abrupt4xCO2, start_year: 240, end_year: 389} - {dataset: BNU-ESM, exp: piControl, start_year: 1850, end_year: 1999} - {dataset: BNU-ESM, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} - {dataset: CanESM2, exp: piControl, start_year: 2321, end_year: 2470} - {dataset: CanESM2, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} # Wrong start year for piControl? (branch_time = 2.) - {dataset: CCSM4, exp: piControl, start_year: 250, end_year: 399} - {dataset: CCSM4, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} - {dataset: CNRM-CM5, exp: piControl, start_year: 1850, end_year: 1999} - {dataset: CNRM-CM5, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} # Only 140 years available - {dataset: CNRM-CM5-2, exp: piControl, start_year: 1850, end_year: 1989} - {dataset: CNRM-CM5-2, exp: abrupt4xCO2, start_year: 1850, end_year: 1989} - {dataset: CSIRO-Mk3-6-0, exp: piControl, start_year: 104, end_year: 253} - {dataset: CSIRO-Mk3-6-0, exp: abrupt4xCO2, start_year: 1, end_year: 150} - {dataset: FGOALS-g2, exp: piControl, start_year: 490, end_year: 639} - {dataset: FGOALS-g2, exp: abrupt4xCO2, start_year: 490, end_year: 639} - {dataset: GFDL-CM3, exp: piControl, start_year: 1, end_year: 150} - {dataset: GFDL-CM3, exp: abrupt4xCO2, start_year: 1, end_year: 150} - {dataset: GFDL-ESM2G, exp: piControl, start_year: 1, end_year: 150} - {dataset: GFDL-ESM2G, exp: abrupt4xCO2, start_year: 1, end_year: 150} - {dataset: GFDL-ESM2M, exp: piControl, start_year: 1, end_year: 150} - {dataset: GFDL-ESM2M, exp: abrupt4xCO2, start_year: 1, end_year: 150} - {dataset: GISS-E2-H, exp: piControl, start_year: 2660, end_year: 2809} - {dataset: GISS-E2-H, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} - {dataset: GISS-E2-R, exp: piControl, start_year: 4200, end_year: 4349} - {dataset: GISS-E2-R, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} # Experiments start at 1859-12-01 - {dataset: HadGEM2-ES, exp: piControl, start_year: 1860, end_year: 2009} - {dataset: HadGEM2-ES, exp: abrupt4xCO2, start_year: 1860, end_year: 2009} - {dataset: inmcm4, exp: piControl, start_year: 2090, end_year: 2239} - {dataset: inmcm4, exp: abrupt4xCO2, start_year: 2090, end_year: 2239} # Only 140 years available - {dataset: IPSL-CM5A-MR, exp: piControl, start_year: 1850, end_year: 1989} - {dataset: IPSL-CM5A-MR, exp: abrupt4xCO2, start_year: 1850, end_year: 1989} - {dataset: IPSL-CM5B-LR, exp: piControl, start_year: 1850, end_year: 1999} - {dataset: IPSL-CM5B-LR, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} - {dataset: MIROC5, exp: piControl, start_year: 2100, end_year: 2249} - {dataset: MIROC5, exp: abrupt4xCO2, start_year: 2100, end_year: 2249} - {dataset: MIROC-ESM, exp: piControl, start_year: 1880, end_year: 2029} - {dataset: MIROC-ESM, exp: abrupt4xCO2, start_year: 1, end_year: 150} - {dataset: MPI-ESM-LR, exp: piControl, start_year: 1880, end_year: 2029} - {dataset: MPI-ESM-LR, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM-MR, exp: piControl, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM-MR, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM-P, exp: piControl, start_year: 1866, end_year: 2015} - {dataset: MPI-ESM-P, exp: abrupt4xCO2, start_year: 1850, end_year: 1999} - {dataset: MRI-CGCM3, exp: piControl, start_year: 1891, end_year: 2040} - {dataset: MRI-CGCM3, exp: abrupt4xCO2, start_year: 1851, end_year: 2000} - {dataset: NorESM1-M, exp: piControl, start_year: 700, end_year: 849} - {dataset: NorESM1-M, exp: abrupt4xCO2, start_year: 1, end_year: 150} CMIP6_RTNT: &cmip6_rtnt - {dataset: ACCESS-CM2, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 950, end_year: 1099, institute: CSIRO-ARCCSS} - {dataset: ACCESS-CM2, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 950, end_year: 1099, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 101, end_year: 250} - {dataset: ACCESS-ESM1-5, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 101, end_year: 250} - {dataset: AWI-CM-1-1-MR, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 2650, end_year: 2799} - {dataset: AWI-CM-1-1-MR, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: BCC-CSM2-MR, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: BCC-CSM2-MR, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: BCC-ESM1, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: BCC-ESM1, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: CAMS-CSM1-0, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 3030, end_year: 3179} - {dataset: CAMS-CSM1-0, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 3030, end_year: 3179} - {dataset: CanESM5, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 5201, end_year: 5350} - {dataset: CanESM5, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: CESM2, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150} - {dataset: CESM2, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150} - {dataset: CESM2-FV2, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 321, end_year: 470, institute: NCAR} - {dataset: CESM2-FV2, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150, institute: NCAR} - {dataset: CESM2-WACCM, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150, institute: NCAR} - {dataset: CESM2-WACCM, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150, institute: NCAR} - {dataset: CESM2-WACCM-FV2, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 301, end_year: 450, institute: NCAR} - {dataset: CESM2-WACCM-FV2, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150, institute: NCAR} - {dataset: CMCC-CM2-SR5, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: CMCC-CM2-SR5, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: CNRM-CM6-1, exp: piControl, ensemble: r1i1p1f2, grid: gr, start_year: 1850, end_year: 1999} - {dataset: CNRM-CM6-1, exp: abrupt-4xCO2, ensemble: r1i1p1f2, grid: gr, start_year: 1850, end_year: 1999} - {dataset: CNRM-CM6-1-HR, exp: piControl, ensemble: r1i1p1f2, grid: gr, start_year: 1850, end_year: 1999} - {dataset: CNRM-CM6-1-HR, exp: abrupt-4xCO2, ensemble: r1i1p1f2, grid: gr, start_year: 1850, end_year: 1999} - {dataset: CNRM-ESM2-1, exp: piControl, ensemble: r1i1p1f2, grid: gr, start_year: 1850, end_year: 1999} - {dataset: CNRM-ESM2-1, exp: abrupt-4xCO2, ensemble: r1i1p1f2, grid: gr, start_year: 1850, end_year: 1999} - {dataset: E3SM-1-0, exp: piControl, ensemble: r1i1p1f1, grid: gr, start_year: 101, end_year: 250} - {dataset: E3SM-1-0, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gr, start_year: 1, end_year: 150} - {dataset: EC-Earth3-Veg, exp: piControl, ensemble: r1i1p1f1, grid: gr, start_year: 1850, end_year: 1999} - {dataset: EC-Earth3-Veg, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gr, start_year: 1850, end_year: 1999} # parent_time_units messed up - {dataset: FGOALS-f3-L, exp: piControl, ensemble: r1i1p1f1, grid: gr, start_year: 600, end_year: 749} - {dataset: FGOALS-f3-L, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gr, start_year: 1850, end_year: 1999} - {dataset: FGOALS-g3, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 463, end_year: 612} - {dataset: FGOALS-g3, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 463, end_year: 612} - {dataset: GISS-E2-1-G, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 4150, end_year: 4299} - {dataset: GISS-E2-1-G, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: GISS-E2-1-H, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 3180, end_year: 3329} - {dataset: GISS-E2-1-H, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: HadGEM3-GC31-LL, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: HadGEM3-GC31-LL, exp: abrupt-4xCO2, ensemble: r1i1p1f3, grid: gn, start_year: 1850, end_year: 1999} - {dataset: HadGEM3-GC31-MM, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: HadGEM3-GC31-MM, exp: abrupt-4xCO2, ensemble: r1i1p1f3, grid: gn, start_year: 1850, end_year: 1999} - {dataset: INM-CM5-0, exp: piControl, ensemble: r1i1p1f1, grid: gr1, start_year: 2099, end_year: 2248} - {dataset: INM-CM5-0, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gr1, start_year: 1850, end_year: 1999} - {dataset: INM-CM4-8, exp: piControl, ensemble: r1i1p1f1, grid: gr1, start_year: 1947, end_year: 2096} - {dataset: INM-CM4-8, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gr1, start_year: 1850, end_year: 1999} - {dataset: IPSL-CM6A-LR, exp: piControl, ensemble: r1i1p1f1, grid: gr, start_year: 1870, end_year: 2019} - {dataset: IPSL-CM6A-LR, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gr, start_year: 1850, end_year: 1999} - {dataset: KACE-1-0-G, exp: piControl, ensemble: r1i1p1f1, grid: gr, start_year: 2150, end_year: 2299} - {dataset: KACE-1-0-G, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gr, start_year: 1850, end_year: 1999} - {dataset: MIROC6, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 3200, end_year: 3349} - {dataset: MIROC6, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 3200, end_year: 3349} - {dataset: MIROC-ES2L, exp: piControl, ensemble: r1i1p1f2, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MIROC-ES2L, exp: abrupt-4xCO2, ensemble: r1i1p1f2, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM-1-2-HAM, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1950, end_year: 2099} - {dataset: MPI-ESM-1-2-HAM, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM1-2-HR, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM1-2-HR, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM1-2-LR, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MPI-ESM1-2-LR, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MRI-ESM2-0, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: MRI-ESM2-0, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} # parent_time_units not correct - {dataset: NESM3, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 550, end_year: 699} - {dataset: NESM3, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} - {dataset: NorCPM1, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 251, end_year: 400, institute: NCC} - {dataset: NorCPM1, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150, institute: NCC} - {dataset: NorESM2-MM, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1201, end_year: 1350} - {dataset: NorESM2-MM, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150} # Issue #286 (manual copying was necessary) - {dataset: SAM0-UNICON, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 274, end_year: 423} - {dataset: SAM0-UNICON, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1850, end_year: 1999} # Wrong start year for piControl (must be 1201) - {dataset: TaiESM1, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 201, end_year: 350} - {dataset: TaiESM1, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150} CMIP6_RTMT: &cmip6_rtmt # branch_time_in_child weird - {dataset: MCM-UA-1-0, exp: piControl, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150} - {dataset: MCM-UA-1-0, exp: abrupt-4xCO2, ensemble: r1i1p1f1, grid: gn, start_year: 1, end_year: 150} ECS_SCRIPT: &ecs_script script: climate_metrics/ecs.py calculate_mmm: false SCATTERPLOT: &scatterplot_script script: climate_metrics/create_scatterplot.py pattern: 'ecs.nc' seaborn_settings: style: ticks y_range: [0.0, 6.0] diagnostics: cmip5: description: Calculate ECS for all available CMIP5 models. variables: tas_rtnt: &variable_settings_cmip5 short_name: tas preprocessor: spatial_mean project: CMIP5 ensemble: r1i1p1 mip: Amon additional_datasets: *cmip5_rtnt rtnt: <<: *variable_settings_cmip5 short_name: rtnt derive: true additional_datasets: *cmip5_rtnt scripts: ecs: <<: *ecs_script scatterplot: <<: *scatterplot_script ancestors: ['cmip5/ecs'] dataset_style: cmip5 cmip6: description: Calculate ECS for all available CMIP6 models. variables: tas_rtnt: &variable_settings_cmip6 short_name: tas preprocessor: spatial_mean project: CMIP6 mip: Amon additional_datasets: *cmip6_rtnt tas_rtmt: <<: *variable_settings_cmip6 additional_datasets: *cmip6_rtmt rtnt: <<: *variable_settings_cmip6 short_name: rtnt derive: true additional_datasets: *cmip6_rtnt rtmt: <<: *variable_settings_cmip6 short_name: rtmt additional_datasets: *cmip6_rtmt scripts: ecs: <<: *ecs_script scatterplot: <<: *scatterplot_script ancestors: ['cmip6/ecs'] dataset_style: cmip6 barplot: description: Create barplot of ECS. scripts: barplot: script: climate_metrics/create_barplot.py ancestors: ['*/ecs'] add_mean: true label_attribute: project order: ['CMIP5', 'CMIP6'] patterns: ['ecs.nc'] sort_descending: true value_labels: true y_range: [0.0, 6.0]