Revision 223ee354d84d0615853e1d40cb597024a397f33b authored by catherinehardacre on 04 April 2024, 23:14:39 UTC, committed by catherinehardacre on 04 April 2024, 23:14:39 UTC
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recipe_smpi.yml
# ESMValTool
# recipe_smpi.yml
---
documentation:
title: Single Model Performance Index
description: |
Recipe for computing Single Model Performance Index. Follows Reichler
and Kim 2008. Considers the following variables:
Sea level pressure, Air Temperature, Zonal Wind Stress, Meridional Wind
Stress, 2m air temperature, Zonal Wind, Meridional Wind, Net surface heat
flux, Precipitation, Specific Humidity, Snow fraction, Sea Surface
Temperature, Sea Ice Fraction and sea surface salinity.
authors:
- hassler_birgit
- gier_bettina
- righi_mattia
- eyring_veronika
maintainer:
- hassler_birgit
references:
- rk2008bams
projects:
- crescendo
- c3s-magic
datasets:
- {dataset: CNRM-CM5, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: CSIRO-Mk3-6-0, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: GFDL-ESM2G, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: MIROC5, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: MIROC-ESM, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: MIROC-ESM-CHEM, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: MPI-ESM-LR, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: MPI-ESM-MR, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: MRI-CGCM3, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: NorESM1-M, project: CMIP5, exp: historical, ensemble: r1i1p1}
- {dataset: NorESM1-ME, project: CMIP5, exp: historical, ensemble: r1i1p1}
preprocessors:
ppALL:
extract_levels:
levels: reference_dataset
scheme: linear
regrid:
target_grid: reference_dataset
scheme: linear
mask_fillvalues:
threshold_fraction: 0.10
multi_model_statistics:
span: overlap
statistics: [mean]
exclude: [reference_dataset]
ppNOLEV:
regrid:
target_grid: reference_dataset
scheme: linear
mask_fillvalues:
threshold_fraction: 0.10
multi_model_statistics:
span: overlap
statistics: [mean]
exclude: [reference_dataset]
ppNOLEVirreg:
regrid:
target_grid: 1x1
scheme: linear
mask_fillvalues:
threshold_fraction: 0.10
multi_model_statistics:
span: overlap
statistics: [mean]
exclude: [reference_dataset]
diagnostics:
ta:
description: Air temperature zonal mean
themes:
- phys
realms:
- atmos
variables:
ta: &variable_settings
preprocessor: ppALL
reference_dataset: ERA-Interim
mip: Amon
start_year: 1980
end_year: 2005
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading: &grading_settings
script: perfmetrics/main.ncl
plot_type: cycle_zonal
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
va:
description: Meridional Wind
themes:
- phys
realms:
- atmos
variables:
va:
<<: *variable_settings
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_zonal
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
ua:
description: Zonal Wind
themes:
- phys
realms:
- atmos
variables:
ua:
<<: *variable_settings
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_zonal
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
hus:
description: Near-surface temperature
themes:
- phys
realms:
- atmos
variables:
hus:
<<: *variable_settings
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_zonal
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
tas:
description: Near-surface temperature
themes:
- phys
realms:
- atmos
variables:
tas:
<<: *variable_settings
preprocessor: ppNOLEV
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
psl:
description: Sea-level pressure
themes:
- phys
realms:
- atmos
variables:
psl:
<<: *variable_settings
preprocessor: ppNOLEV
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
pr:
description: Precipitation
themes:
- phys
realms:
- atmos
variables:
pr:
<<: *variable_settings
preprocessor: ppNOLEV
reference_dataset: GPCP-V2.2
additional_datasets:
- {dataset: GPCP-V2.2, project: obs4MIPs, tier: 1}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
tos:
description: Sea surface temperature
themes:
- phys
realms:
- ocean
variables:
tos:
<<: *variable_settings
preprocessor: ppNOLEVirreg
reference_dataset: HadISST
mip: Omon
additional_datasets:
- {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
sic:
description: Sea ice fraction
themes:
- phys
realms:
- seaIce
variables:
sic:
<<: *variable_settings
preprocessor: ppNOLEVirreg
reference_dataset: HadISST
mip: OImon
additional_datasets:
- {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
hfds:
description: Net Surface Heat Flux
themes:
- phys
realms:
- ocean
variables:
hfds:
<<: *variable_settings
preprocessor: ppNOLEVirreg
mip: Omon
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
tauu:
description: Zonal Wind Stress
themes:
- phys
realms:
- atmos
variables:
tauu:
<<: *variable_settings
preprocessor: ppNOLEV
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
tauv:
description: Meridional Wind Stress
themes:
- phys
realms:
- atmos
variables:
tauv:
<<: *variable_settings
preprocessor: ppNOLEV
additional_datasets:
- {dataset: ERA-Interim, project: OBS6, type: reanaly, version: 1, tier: 3}
scripts:
grading:
script: perfmetrics/main.ncl
plot_type: cycle_latlon
time_avg: yearly
region: global
calc_grading: true
metric: [SMPI]
normalization: CMIP5
smpi_n_bootstrap: 100
### COLLECT METRICS ###################
collect:
description: Wrapper to collect and plot previously calculated metrics
scripts:
SMPI:
script: perfmetrics/collect.ncl
ancestors: ['*/grading']
metric: SMPI
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