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_constraints.yml
# ESMValTool
# recipe_ecs_constraints.yml
---
documentation:
title: >
Emergent constraints for ECS
description: >
Multiple emergent constraints for ECS.
authors:
- schlund_manuel
maintainer:
- schlund_manuel
references:
- gregory04grl
- sherwood14nat
- tian15grl
- lipat17grl
- brient16jclim
- cox18nature
- volodin08izvestiya
- zhai15grl
- brient16climdyn
- su14jgr
projects:
- crescendo
VARIABLE_ANCHOR: &var_settings_cmip5
project: CMIP5
exp: historical
ensemble: r1i1p1
DIAG_NCL: &diag_ncl
script: emergent_constraints/ecs_scatter.ncl
output_diag_only: true
DIAG_EMERGENT_CONSTRAINT: &diag_emergent_constraint
script: emergent_constraints/single_constraint.py
ancestors: [
'ecs_predictor',
'diag_y_ecs_cmip5/ecs',
]
group_by: project
ignore_patterns:
- 'ecs_regression_*.nc'
- 'lambda.nc'
- 'psi_*.nc'
- 'su_*.nc'
- 'zhai_*.nc'
preprocessors:
pp500: &pp500
extract_levels:
levels: 50000
scheme: linear
pp_ltmi_0:
extract_levels:
levels: [85000, 70000, 60000, 50000, 40000]
scheme: linear
pp_ltmi_1:
extract_levels:
levels: [85000, 70000]
scheme: linear
spatial_mean:
area_statistics:
operator: mean
tropical_mean:
extract_region:
start_latitude: -28
end_latitude: 28
start_longitude: 0
end_longitude: 360
area_statistics:
operator: mean
climate_statistics:
operator: mean
southern_midlatitudes_mean:
extract_region:
start_latitude: -56
end_latitude: -36
start_longitude: 0
end_longitude: 360
area_statistics:
operator: mean
climate_statistics:
operator: mean
tropical_seamask_30: &tropical_seamask_30_pp
extract_region:
start_latitude: -30
end_latitude: 30
start_longitude: 0
end_longitude: 360
mask_landsea:
mask_out: land
tropical_seamask_30_500hPa:
<<: *tropical_seamask_30_pp
<<: *pp500
tropical_mask_40: &tropical_mask_40_pp
regrid:
target_grid: 2x2
scheme: linear
extract_region:
start_latitude: -40
end_latitude: 40
start_longitude: 0
end_longitude: 360
tropical_mask_40_500hPa:
<<: *tropical_mask_40_pp
<<: *pp500
zonal_mean:
regrid:
target_grid: 2x2
scheme: nearest
extract_levels:
levels: [
100000,
92500,
85000,
70000,
60000,
50000,
40000,
30000,
25000,
20000,
15000,
10000,
]
scheme: linear
extract_region:
start_latitude: -45
end_latitude: 40
start_longitude: 0
end_longitude: 360
zonal_statistics:
operator: mean
climate_statistics:
operator: mean
diagnostics:
diag_y_ecs_cmip5:
description: Equilibrium Climate Sensitivity for CMIP5.
variables:
tas_rtnt: &tas_settings_cmip5
short_name: tas
preprocessor: spatial_mean
project: CMIP5
mip: Amon
ensemble: r1i1p1
additional_datasets: &rtnt_datasets_cmip5
# 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}
# branch_time_in_child weird
- {dataset: FGOALS-s2, exp: piControl, start_year: 1850, end_year: 1999}
- {dataset: FGOALS-s2, exp: abrupt4xCO2, start_year: 1850, end_year: 1999}
- {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}
tas_rtmt:
<<: *tas_settings_cmip5
additional_datasets: &rtmt_datasets_cmip5
- {dataset: IPSL-CM5A-LR, exp: piControl, start_year: 1850, end_year: 1999}
- {dataset: IPSL-CM5A-LR, exp: abrupt4xCO2, start_year: 1850, end_year: 1999}
rtnt:
<<: *tas_settings_cmip5
short_name: rtnt
derive: true
additional_datasets: *rtnt_datasets_cmip5
rtmt:
<<: *tas_settings_cmip5
short_name: rtmt
additional_datasets: *rtmt_datasets_cmip5
scripts:
ecs:
script: climate_metrics/ecs.py
calculate_mmm: false
output_attributes:
var_type: label
tag: ECS
plot_ylim: [1.5, 6.0]
project: CMIP5
provenance_authors: ['schlund_manuel']
provenance_domains: ['global']
provenance_realms: ['atmos']
provenance_references: ['gregory04grl']
provenance_statistics: ['mean', 'anomaly']
provenance_themes: ['phys']
diag_x_sherwood_ltmi_cmip5:
description: Lower tropospheric mixing index (Sherwood et al., 2014) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
hur:
<<: *var_settings_cmip5
preprocessor: pp_ltmi_1
mip: Amon
start_year: 1989
end_year: 1998
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
ta:
<<: *var_settings_cmip5
preprocessor: pp_ltmi_1
mip: Amon
start_year: 1989
end_year: 1998
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
wap:
<<: *var_settings_cmip5
preprocessor: pp_ltmi_0
mip: Amon
start_year: 1989
end_year: 1998
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No hur
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
<<: *diag_ncl
diag: ltmi
output_attributes:
var_type: feature
tag: SHL
plot_xlabel: 'LTMI [1]'
plot_title: 'Sherwood et al. (2014) constraint'
plot_xlim: [0.45, 1.0]
project: CMIP5
provenance_authors: ['lauer_axel']
provenance_references: ['sherwood14nat']
provenance_realms: ['atmos']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: SHL
data: 0.08
diag_x_sherwood_d_cmip5:
description: Sherwood D index (Sherwood et al., 2014) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
wap:
<<: *var_settings_cmip5
preprocessor: pp_ltmi_0
mip: Amon
start_year: 1989
end_year: 1998
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No wap
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
<<: *diag_ncl
diag: sherwood_d
output_attributes:
var_type: feature
tag: SHD
plot_xlabel: 'Sherwood D index [1]'
plot_title: 'Sherwood et al. (2014) constraint'
plot_xlim: [0.15, 0.65]
project: CMIP5
provenance_authors: ['lauer_axel']
provenance_references: ['sherwood14nat']
provenance_realms: ['atmos']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: SHD
data: 0.031
diag_x_sherwood_s_cmip5:
description: Sherwood S index (Sherwood et al., 2014) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
hur:
<<: *var_settings_cmip5
preprocessor: pp_ltmi_1
mip: Amon
start_year: 1989
end_year: 1998
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
ta:
<<: *var_settings_cmip5
preprocessor: pp_ltmi_1
mip: Amon
start_year: 1989
end_year: 1998
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
wap:
<<: *var_settings_cmip5
preprocessor: pp_ltmi_0
mip: Amon
start_year: 1989
end_year: 1998
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No hur
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
<<: *diag_ncl
diag: sherwood_s
output_attributes:
var_type: feature
tag: SHS
plot_xlabel: 'Sherwood S index [1]'
plot_title: 'Sherwood et al. (2014) constraint'
plot_xlim: [0.2, 0.6]
project: CMIP5
provenance_authors: ['lauer_axel']
provenance_references: ['sherwood14nat']
provenance_realms: ['atmos']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: SHS
data: 0.05
diag_x_tian_itcz_cmip5:
description: Southern ITCZ index (Tian, 2015) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
pr:
<<: *var_settings_cmip5
preprocessor: default
mip: Amon
start_year: 1986
end_year: 2005
reference_dataset: GPCP-V2.2
additional_datasets:
- {dataset: GPCP-V2.2, project: obs4MIPs, level: L3, tier: 1}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No pr
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
<<: *diag_ncl
diag: itczidx
output_attributes:
var_type: feature
tag: TII
plot_xlabel: 'Southern ITCZ index [mm day$^{-1}$]'
plot_title: 'Tian (2015) constraint'
plot_xlim: [-1.0, 3.0]
project: CMIP5
provenance_authors: ['lauer_axel']
provenance_references: ['tian15grl']
provenance_realms: ['atmos']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: obs4MIPs
var_type: prediction_input_error
tag: TII
data: 0.5
diag_x_tian_hum_cmip5:
description: Humidity index (Tian, 2015) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
hus:
<<: *var_settings_cmip5
preprocessor: pp500
mip: Amon
start_year: 2003
end_year: 2005
reference_dataset: AIRS-2-1
additional_datasets:
- {dataset: AIRS-2-1, project: obs4MIPs, level: L3, tier: 1}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No hus
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
<<: *diag_ncl
diag: humidx
output_attributes:
var_type: feature
tag: TIH
plot_xlabel: 'Tropical Mid-tropospheric humidity index [%]'
plot_title: 'Tian (2015) constraint'
plot_xlim: [-10.0, 50.0]
project: CMIP5
provenance_authors: ['lauer_axel']
provenance_references: ['tian15grl']
provenance_realms: ['atmos']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: obs4MIPs
var_type: prediction_input_error
tag: TIH
data: 10.0
diag_x_lipat_cmip5:
description: Climatological Hadley cell extent (Lipat et al., 2017) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
va:
<<: *var_settings_cmip5
preprocessor: default
mip: Amon
start_year: 1980
end_year: 2005
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No va
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
<<: *diag_ncl
diag: shhc
output_attributes:
var_type: feature
tag: LIP
plot_xlabel: 'Southern hemisphere Hadley cell extent [°]'
plot_title: 'Lipat et al. (2017) constraint'
plot_xlim: [-39.0, -30.0]
project: CMIP5
provenance_authors: ['lauer_axel']
provenance_references: ['lipat17grl']
provenance_realms: ['atmos']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: LIP
data: 1.75
diag_x_brient_alb_cmip5:
description: Covariance of shortwave cloud reflection (Brient and Schneider, 2016) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
ts:
<<: *var_settings_cmip5
mip: Amon
preprocessor: default
start_year: 2001
end_year: 2005
reference_dataset: HadISST
additional_datasets:
- {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2}
hur:
<<: *var_settings_cmip5
preprocessor: pp500
mip: Amon
start_year: 2001
end_year: 2005
reference_dataset: ERA-Interim
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
rsut:
<<: *var_settings_cmip5
preprocessor: default
mip: Amon
start_year: 2001
end_year: 2005
reference_dataset: CERES-EBAF
additional_datasets:
- {dataset: CERES-EBAF, project: obs4MIPs, level: L3B, tier: 1}
rsutcs:
<<: *var_settings_cmip5
preprocessor: default
mip: Amon
start_year: 2001
end_year: 2005
reference_dataset: CERES-EBAF
additional_datasets:
- {dataset: CERES-EBAF, project: obs4MIPs, level: L3B, tier: 1}
rsdt:
<<: *var_settings_cmip5
preprocessor: default
mip: Amon
start_year: 2001
end_year: 2005
reference_dataset: CERES-EBAF
additional_datasets:
- {dataset: CERES-EBAF, project: obs4MIPs, level: L3B, tier: 1}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No ts
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
<<: *diag_ncl
diag: covrefl
output_attributes:
var_type: feature
tag: BRA
plot_xlabel: 'Response of SW cloud reflectivity to SST changes [% K$^{-1}$]'
plot_title: 'Brient and Schneider (2016) constraint'
plot_xlim: [-3.0, 1.5]
project: CMIP5
provenance_authors: ['lauer_axel']
provenance_references: ['brient16jclim']
provenance_realms: ['atmos']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: BRA
data: 0.13
diag_x_cox_cmip5:
description: Temperature variability metric psi (Cox et al., 2018) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
tas:
<<: *var_settings_cmip5
preprocessor: spatial_mean
mip: Amon
exp: [historical, rcp85]
start_year: 1880
end_year: 2014
reference_dataset: HadCRUT4
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
# No tas for rcp85
# - {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No tas
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
# No tas for rcp85
# - {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
tasa:
<<: *var_settings_cmip5
preprocessor: spatial_mean
mip: Amon
start_year: 1880
end_year: 2014
reference_dataset: HadCRUT4
additional_datasets:
- {dataset: HadCRUT4, project: OBS, type: ground, version: 1, tier: 2}
scripts:
ecs_predictor:
script: climate_metrics/psi.py
output_attributes:
var_type: feature
tag: COX
plot_xlabel: 'Temperature variability metric $\psi$ [K]'
plot_title: 'Cox et al. (2018) constraint'
plot_xlim: [0.05, 0.35]
project: CMIP5
provenance_authors: ['schlund_manuel']
provenance_domains: ['global']
provenance_realms: ['atmos']
provenance_references: ['cox18nature']
provenance_statistics: ['var', 'diff', 'corr', 'detrend']
provenance_themes: ['EC']
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: COX
data: 0.05
diag_x_volodin_cmip5:
description: Difference in total cloud fraction between tropics and Southern midlatitudes (Volodin, 2008) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
trop_clt:
<<: *var_settings_cmip5
short_name: clt
mip: Amon
preprocessor: tropical_mean
start_year: 1980
end_year: 2000
reference_dataset: ''
southern_midlat_clt:
<<: *var_settings_cmip5
short_name: clt
mip: Amon
preprocessor: southern_midlatitudes_mean
start_year: 1980
end_year: 2000
reference_dataset: ''
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
- {dataset: CNRM-CM5}
- {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No clt
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
script: emergent_constraints/ecs_scatter.py
diag: volodin
output_attributes:
var_type: feature
tag: VOL
plot_xlim: [-40.0, 10.0]
project: CMIP5
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input
tag: VOL
data: -25
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: VOL
data: 5.5
diag_x_zhai_cmip5:
description: Seasonal MBLC fraction variation (Zhai et al., 2015) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
cl:
<<: *var_settings_cmip5
preprocessor: tropical_mask_40
mip: Amon
start_year: 1980
end_year: 2004
reference_dataset: ''
wap:
<<: *var_settings_cmip5
preprocessor: tropical_mask_40_500hPa
mip: Amon
start_year: 1980
end_year: 2004
reference_dataset: ''
tos:
<<: *var_settings_cmip5
preprocessor: tropical_mask_40
mip: Omon
start_year: 1980
end_year: 2004
reference_dataset: ''
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
# No tos
# - {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
# No cl
# - {dataset: CNRM-CM5}
# - {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No cl
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
# latitude and longitude cannot be read for tos
# - {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
# Irregular regridding of tos fails
# - {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
script: emergent_constraints/ecs_scatter.py
diag: zhai
output_attributes:
var_type: feature
tag: ZHA
plot_xlim: [-3.0, 1.0]
project: CMIP5
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input
tag: ZHA
data: -1.28
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: ZHA
data: 0.187
diag_x_brient_shal_cmip5:
description: Shallowness of low clouds (Brient et al., 2015) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
cl:
<<: *var_settings_cmip5
preprocessor: tropical_seamask_30
mip: Amon
start_year: 1980
end_year: 2004
reference_dataset: ''
wap:
<<: *var_settings_cmip5
preprocessor: tropical_seamask_30_500hPa
mip: Amon
start_year: 1980
end_year: 2004
reference_dataset: ''
zg:
<<: *var_settings_cmip5
preprocessor: tropical_seamask_30
mip: Amon
start_year: 1980
end_year: 2004
reference_dataset: ''
additional_datasets:
# Latitude differs for cl and wap
# - {dataset: ACCESS1-0}
# - {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
- {dataset: CCSM4}
# No cl
# - {dataset: CNRM-CM5}
# - {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No cl
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
# Latitude differs for cl and zg
# - {dataset: GISS-E2-H}
# - {dataset: GISS-E2-R}
# Latitude differs for cl and wap
# - {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
- {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
script: emergent_constraints/ecs_scatter.py
diag: brient_shal
n_jobs: 2
output_attributes:
var_type: feature
tag: BRS
plot_xlim: [30.0, 90.0]
project: CMIP5
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input
tag: BRS
data: 44.5
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: BRS
data: 3.5
diag_x_su_hur_cmip5:
description: Error in relative humidity (Su et al., 2014) for CMIP5.
themes:
- EC
realms:
- atmos
variables:
hur:
<<: *var_settings_cmip5
preprocessor: zonal_mean
mip: Amon
exp: [historical, rcp85]
start_year: 2005
end_year: 2010
reference_dataset: AIRS-2-0|MLS-AURA
additional_datasets:
- {dataset: AIRS-2-0, project: obs4MIPs, level: L3, tier: 1}
- {dataset: MLS-AURA, project: OBS6, type: sat, version: '004', tier: 3}
additional_datasets:
- {dataset: ACCESS1-0}
- {dataset: ACCESS1-3}
- {dataset: bcc-csm1-1}
- {dataset: bcc-csm1-1-m}
- {dataset: BNU-ESM}
- {dataset: CanESM2}
# No hur for rcp85
# - {dataset: CCSM4}
- {dataset: CNRM-CM5}
# No hur for rcp85
# - {dataset: CNRM-CM5-2}
- {dataset: CSIRO-Mk3-6-0}
- {dataset: FGOALS-g2}
# No hur
# - {dataset: FGOALS-s2}
- {dataset: GFDL-CM3}
- {dataset: GFDL-ESM2G}
- {dataset: GFDL-ESM2M}
- {dataset: GISS-E2-H}
- {dataset: GISS-E2-R}
- {dataset: HadGEM2-ES}
- {dataset: inmcm4}
- {dataset: IPSL-CM5A-LR}
- {dataset: IPSL-CM5A-MR}
- {dataset: IPSL-CM5B-LR}
- {dataset: MIROC5}
- {dataset: MIROC-ESM}
- {dataset: MPI-ESM-LR}
- {dataset: MPI-ESM-MR}
# No hur for rcp85
# - {dataset: MPI-ESM-P}
- {dataset: MRI-CGCM3}
- {dataset: NorESM1-M}
scripts:
ecs_predictor:
script: emergent_constraints/ecs_scatter.py
diag: su
metric: regression_slope
output_attributes:
var_type: feature
tag: SU
plot_xlim: [0.65, 1.3]
project: CMIP5
emergent_constraint:
<<: *diag_emergent_constraint
additional_data:
- dataset: 0
project: OBS
var_type: prediction_input_error
tag: SU
data: 0.25
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