Revision 223ee354d84d0615853e1d40cb597024a397f33b authored by catherinehardacre on 04 April 2024, 23:14:39 UTC, committed by catherinehardacre on 04 April 2024, 23:14:39 UTC
1 parent a91915e
recipe_ecs.yml
# 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]
Computing file changes ...
