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recipe_wenzel14jgr.yml
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recipe_wenzel14jgr.yml
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# ESMValTool
# recipe_wenzel14jgr.yml
---
documentation:
title: Emergent constraints on climate-carbon cycle feedbacks
description: |
This recipe reproduces most of the figures of Wenzel et al. (2014).
authors:
- wenzel_sabrina
maintainer:
- unmaintained
references:
- wenzel14jgr
projects:
- embrace
preprocessors:
land_fraction_weighting:
weighting_landsea_fraction:
area_type: land
exclude: [
'GCP2018',
]
sea_fraction_weighting:
weighting_landsea_fraction:
area_type: sea
exclude: [
'GCP2018', 'HadGEM2-ES', 'CanESM2', 'IPSL-CM5A-LR', 'GFDL-ESM2M', 'MPI-ESM-LR', 'CESM1-BGC', 'NorESM1-ME',
]
regrid:
target_grid: CanESM2
scheme: area_weighted
global_land:
weighting_landsea_fraction:
area_type: land
exclude: [
'GCP2018', 'HadGEM2-ES', 'CanESM2', 'IPSL-CM5A-LR', 'GFDL-ESM2M', 'MPI-ESM-LR', 'CESM1-BGC', 'NorESM1-ME',
]
area_statistics:
operator: sum
tropical_land:
weighting_landsea_fraction:
area_type: land
exclude: [
'GCP2018', 'HadGEM2-ES', 'CanESM2', 'IPSL-CM5A-LR', 'GFDL-ESM2M', 'MPI-ESM-LR', 'CESM1-BGC', 'NorESM1-ME',
]
extract_region:
start_longitude: 0.
end_longitude: 360.
start_latitude: -30.
end_latitude: 30.
area_statistics:
operator: sum
global_ocean:
weighting_landsea_fraction:
area_type: sea
exclude: [
'GCP2018', 'HadGEM2-ES', 'CanESM2', 'IPSL-CM5A-LR', 'GFDL-ESM2M', 'MPI-ESM-LR', 'CESM1-BGC', 'NorESM1-ME',
]
area_statistics:
operator: sum
tropical:
extract_region:
start_longitude: 0.
end_longitude: 360.
start_latitude: -30.
end_latitude: 30.
area_statistics:
operator: mean
diagnostics:
### Wenzel et al. 2014, Fig. 01: Quantities used to diagnose GAMMA_LT #########################
diag_tsline_Fig1a: &Carbon_tsline
description: Fig 1a integrated NBP in the idealized coupled simulation
themes:
- phys
realms:
- land
variables:
nbp: &var_nbp
preprocessor: default #land_fraction_weighting
project: CMIP5
mip: Lmon
exp: 1pctCO2
ensemble: r1i1p1
start_year: 1850
end_year: 1989
cumulate: True
additional_datasets: &2xCO2_datastet
- {dataset: CanESM2}
- {dataset: CESM1-BGC, start_year: 1 ,end_year: 140}
- {dataset: GFDL-ESM2M, start_year: 1 ,end_year: 140}
- {dataset: HadGEM2-ES, start_year: 1860 ,end_year: 1999}
- {dataset: IPSL-CM5A-LR}
#- {dataset: MIROC-ESM, start_year: 1 ,end_year: 140}
#- {dataset: MPI-ESM-LR}
- {dataset: NorESM1-ME, start_year: 1 ,end_year: 140}
scripts:
carbon_tsline_1a: &idealized_carbon
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ridx_start: 0
ridx_end: 120
ref_start: 1850
ref_end: 1859
multi_model_mean: False
plot_units: GtC
ts_maxyear: "1989"
ts_minyear: "1850"
time_avg: "yearly"
ts_anomaly: "anom"
area_opper: "sum"
align: True
styleset: CMIP5 # Plot style
xy_line_legend: True
diag_tsline_Fig1b:
description: Fig 1b integrated NBP in the idealized uncoupled simulation
themes:
- phys
realms:
- land
variables:
nbp:
preprocessor: default #land_fraction_weighting
project: CMIP5
mip: Lmon
exp: esmFixClim1
ensemble: r1i1p1
start_year: 1850
end_year: 1989
cumulate: True
additional_datasets:
- {dataset: CanESM2}
- {dataset: CESM1-BGC, start_year: 1 ,end_year: 140}
- {dataset: GFDL-ESM2M, start_year: 1 ,end_year: 140}
- {dataset: HadGEM2-ES, start_year: 1860 ,end_year: 1999}
- {dataset: IPSL-CM5A-LR}
#- {dataset: MIROC-ESM}
#- {dataset: MPI-ESM-LR}
- {dataset: NorESM1-ME, start_year: 1 ,end_year: 140}
scripts:
carbon_tsline_1b:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ridx_start: 0
ridx_end: 120
ref_start: 1850
ref_end: 1859
plot_units: GtC
multi_model_mean: False
ts_maxyear: "1989"
ts_minyear: "1850"
time_avg: "yearly"
ts_anomaly: "anom"
area_opper: "sum"
align: True
styleset: CMIP5 # Plot style
xy_line_legend: True
diag_tsline_Fig1c:
description: Fig 1c near surface temperature idealized coupled simulation
themes:
- phys
realms:
- atmos
variables:
tas: &var_tas
project: CMIP5
mip: Amon
exp: 1pctCO2
ensemble: r1i1p1
start_year: 1850
end_year: 1989
additional_datasets:
- {dataset: CanESM2}
- {dataset: CESM1-BGC, start_year: 1 ,end_year: 140}
- {dataset: GFDL-ESM2M, start_year: 1 ,end_year: 140}
- {dataset: HadGEM2-ES, start_year: 1860 ,end_year: 1999}
- {dataset: IPSL-CM5A-LR}
#- {dataset: MIROC-ESM, start_year: 1 ,end_year: 140}
#- {dataset: MPI-ESM-LR}
- {dataset: NorESM1-ME, start_year: 1 ,end_year: 140}
scripts:
tas_tsline_1c:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ridx_start: 0
ridx_end: 120
ref_start: 1850
ref_end: 1859
plot_units: K
multi_model_mean: False
ts_maxyear: "1989"
ts_minyear: "1850"
time_avg: "yearly"
ts_anomaly: "anom"
align: True
styleset: CMIP5 # Plot style
xy_line_legend: True
### Wenzel et al. 2014, Fig. 02: Quantities used to diagnose GAMMA_IAV #########################
diag_tsline_Fig2a:
description: Fig 2a integrated NBP in the historical coupled simulation
themes:
- phys
realms:
- land
variables:
nbp:
preprocessor: default #land_fraction_weighting
project: CMIP5
mip: Lmon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
additional_datasets:
- {dataset: CanESM2, start_year: 1960 ,end_year: 2005}
- {dataset: CESM1-BGC, start_year: 1960 ,end_year: 2005}
- {dataset: GFDL-ESM2M, start_year: 1960 ,end_year: 2005}
#- {dataset: HadGEM2-ES, start_year: 1960 ,end_year: 2005}
- {dataset: IPSL-CM5A-LR, start_year: 1960 ,end_year: 2005}
#- {dataset: MIROC-ESM, start_year: 1960 ,end_year: 2005}
#- {dataset: MPI-ESM-LR, start_year: 1960 ,end_year: 2005}
- {dataset: NorESM1-ME, start_year: 1960 ,end_year: 2005}
scripts:
tsline_2a:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ref_start: 1960
ref_end: 1969
plot_units: GtC y-1
multi_model_mean: False
ts_maxyear: "2005"
ts_minyear: "1960"
time_avg: "yearly"
ts_anomaly: "anom"
area_opper: "sum"
volcanoes: True
styleset: CMIP5 # Plot style
run_ave: 2
xy_line_legend: True
diag_tsline_Fig2b:
description: Fig 2b integrated NBP in the idealized coupled simulation
themes:
- phys
realms:
- land
variables:
nbp:
preprocessor: default #land_fraction_weighting
project: CMIP5
mip: Lmon
exp: 1pctCO2
ensemble: r1i1p1
start_year: 1850
end_year: 1989
additional_datasets:
- {dataset: CanESM2, start_year: 1890 ,end_year: 1989}
- {dataset: CESM1-BGC, start_year: 40 ,end_year: 90}
- {dataset: GFDL-ESM2M, start_year: 40 ,end_year: 90}
- {dataset: HadGEM2-ES, start_year: 1890 ,end_year: 1989}
- {dataset: IPSL-CM5A-LR, start_year: 1890 ,end_year: 1989}
#- {dataset: MIROC-ESM, start_year: 40 ,end_year: 90}
#- {dataset: MPI-ESM-LR}
- {dataset: NorESM1-ME, start_year: 40 ,end_year: 90}
scripts:
tsline_2b:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ridx_start: 0
ridx_end: 120
ref_start: 1890
ref_end: 1899
plot_units: GtC y-1
multi_model_mean: False
ts_maxyear: "2005"
ts_minyear: "1960"
time_avg: "yearly"
ts_anomaly: "anom"
area_opper: "sum"
align: True
styleset: CMIP5 # Plot style
run_ave: 2
xy_line_legend: True
diag_tsline_Fig2c:
description: Fig 2c integrated FGCO2 in the historical coupled simulation
variables:
fgco2:
preprocessor: sea_fraction_weighting
project: CMIP5
mip: Omon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
additional_datasets:
- {dataset: CanESM2, start_year: 1960 ,end_year: 2005}
- {dataset: CESM1-BGC, start_year: 1960 ,end_year: 2005}
- {dataset: GFDL-ESM2M, start_year: 1960 ,end_year: 2005}
- {dataset: HadGEM2-ES, start_year: 1960 ,end_year: 2005}
- {dataset: IPSL-CM5A-LR, start_year: 1960 ,end_year: 2005}
#- {dataset: MIROC-ESM, start_year: 1960 ,end_year: 2005}
#- {dataset: MPI-ESM-LR, start_year: 1960 ,end_year: 2005}
- {dataset: NorESM1-ME, start_year: 1960 ,end_year: 2005}
scripts:
tsline_2c:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ref_start: 1960
ref_end: 1969
plot_units: GtC y-1
multi_model_mean: False
ts_maxyear: "2005"
ts_minyear: "1960"
time_avg: "yearly"
ts_anomaly: "anom"
area_opper: "sum"
volcanoes: True
styleset: CMIP5 # Plot style
run_ave: 2
xy_line_legend: True
diag_tsline_Fig2d: &tsline_fgcos
description: Fig 2d integrated NBP in the idealized coupled simulation
themes:
- phys
realms:
- land
variables:
fgco2: &var_fgco2
preprocessor: sea_fraction_weighting
project: CMIP5
mip: Omon
exp: 1pctCO2
ensemble: r1i1p1
start_year: 1850
end_year: 1989
additional_datasets:
- {dataset: CanESM2, start_year: 1890 ,end_year: 1989}
- {dataset: CESM1-BGC, start_year: 40 ,end_year: 90}
- {dataset: GFDL-ESM2M, start_year: 40 ,end_year: 90}
- {dataset: HadGEM2-ES, start_year: 1890 ,end_year: 1989}
- {dataset: IPSL-CM5A-LR, start_year: 1890 ,end_year: 1989}
#- {dataset: MIROC-ESM, start_year: 40 ,end_year: 90}
#- {dataset: MPI-ESM-LR}
- {dataset: NorESM1-ME, start_year: 40 ,end_year: 90}
scripts:
tsline_2d:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ridx_start: 0
ridx_end: 120
ref_start: 1890
ref_end: 1899
plot_units: GtC y-1
multi_model_mean: False
ts_maxyear: "2005"
ts_minyear: "1960"
time_avg: "yearly"
ts_anomaly: "anom"
area_opper: "sum"
align: True
styleset: CMIP5 # Plot style
run_ave: 2
xy_line_legend: True
diag_tsline_Fig2e:
description: Fig 2e near surface temperature historical coupled simulation
variables:
tas:
project: CMIP5
mip: Amon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
additional_datasets:
- {dataset: CanESM2, start_year: 1960 ,end_year: 2005}
- {dataset: CESM1-BGC, start_year: 1960 ,end_year: 2005}
- {dataset: GFDL-ESM2M, start_year: 1960 ,end_year: 2005}
- {dataset: HadGEM2-ES, start_year: 1960 ,end_year: 2005}
- {dataset: IPSL-CM5A-LR, start_year: 1960 ,end_year: 2005}
#- {dataset: MIROC-ESM, start_year: 1960 ,end_year: 2005}
#- {dataset: MPI-ESM-LR, start_year: 1960 ,end_year: 2005}
- {dataset: NorESM1-ME, start_year: 1960 ,end_year: 2005}
scripts:
tsline_2e:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -30
ts_maxlat: 30
ts_minlon: 0
ts_maxlon: 360
ref_start: 1960
ref_end: 1969
plot_units: K
multi_model_mean: False
ts_maxyear: "2005"
ts_minyear: "1960"
time_avg: "yearly"
ts_anomaly: "anom"
area_opper: "average"
volcanoes: True
styleset: CMIP5 # Plot style
run_ave: 2
xy_line_legend: True
diag_tsline_Fig2f:
description: Fig 2f near surface temperature idealized coupled simulation
themes:
- phys
realms:
- atmos
variables:
tas:
project: CMIP5
mip: Amon
exp: 1pctCO2
ensemble: r1i1p1
start_year: 1890
end_year: 1989
additional_datasets:
- {dataset: CanESM2, start_year: 1890 ,end_year: 1989}
- {dataset: CESM1-BGC, start_year: 40 ,end_year: 90}
- {dataset: GFDL-ESM2M, start_year: 40 ,end_year: 90}
- {dataset: HadGEM2-ES, start_year: 1890 ,end_year: 1989}
- {dataset: IPSL-CM5A-LR, start_year: 1890 ,end_year: 1989}
#- {dataset: MIROC-ESM, start_year: 40 ,end_year: 90}
#- {dataset: MPI-ESM-LR}
- {dataset: NorESM1-ME, start_year: 40 ,end_year: 90}
scripts:
tsline_2f:
script: carbon_ec/carbon_tsline.ncl
ts_minlat: -90
ts_maxlat: 90
ts_minlon: 0
ts_maxlon: 360
ridx_start: 0
ridx_end: 120
ref_start: 1890
ref_end: 1899
plot_units: K
multi_model_mean: False
ts_maxyear: "2005"
ts_minyear: "1960"
time_avg: "yearly"
ts_anomaly: "anom"
run_ave: 2
area_opper: "average"
align: True
styleset: CMIP5 # Plot style
xy_line_legend: True
### Wenzel et al. 2014, Fig. 03/04: Diagnose GAMMA_IAV from each model #########################
diag_gammaHist_Fig3and4:
description: Fig 3 and 4 correlating near surface temperature and land+ocean carbon fluxes
variables:
fgco2:
short_name: fgco2
preprocessor: global_ocean
project: CMIP5
mip: Omon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
additional_datasets:
- {dataset: CanESM2, start_year: 1960 ,end_year: 2005}
- {dataset: CESM1-BGC, start_year: 1960 ,end_year: 2005}
- {dataset: GFDL-ESM2M, start_year: 1960 ,end_year: 2005}
#- {dataset: HadGEM2-ES, start_year: 1960 ,end_year: 2005}
- {dataset: IPSL-CM5A-LR, start_year: 1960 ,end_year: 2005}
#- {dataset: MIROC-ESM, start_year: 1960 ,end_year: 2005}
#- {dataset: MPI-ESM-LR, start_year: 1960 ,end_year: 2005}
- {dataset: NorESM1-ME, start_year: 1960 ,end_year: 2005}
fgco2_obs:
short_name: fgco2
preprocessor: default
project: CMIP5
mip: Omon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
reference_dataset: GCP2018
additional_datasets:
- {dataset: GCP2018, project: OBS, type: reanaly, version: '1.0', tier: 2, start_year: 1959, end_year: 2005, frequency: yr}
nbp:
preprocessor: global_land
project: CMIP5
mip: Lmon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
plot_units: GtC y-1
reference_dataset: GCP2018
additional_datasets:
- {dataset: CanESM2, start_year: 1960 ,end_year: 2005}
- {dataset: CESM1-BGC, start_year: 1960 ,end_year: 2005}
- {dataset: GFDL-ESM2M, start_year: 1960 ,end_year: 2005}
#- {dataset: HadGEM2-ES, start_year: 1960 ,end_year: 2005}
- {dataset: IPSL-CM5A-LR, start_year: 1960 ,end_year: 2005}
- {dataset: MIROC-ESM, start_year: 1960 ,end_year: 2005}
#- {dataset: MPI-ESM-LR, start_year: 1960 ,end_year: 2005}
- {dataset: NorESM1-ME, start_year: 1960 ,end_year: 2005}
nbp_obs:
short_name: nbp
preprocessor: default
project: CMIP5
mip: Lmon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
additional_datasets:
- {dataset: GCP2018, project: OBS, type: reanaly, version: '1.0', tier: 2, start_year: 1959, end_year: 2005, frequency: yr}
tas:
preprocessor: tropical
project: CMIP5
mip: Amon
exp: esmHistorical
ensemble: r1i1p1
start_year: 1960
end_year: 2005
plot_units: K
reference_dataset: NCEP-NCAR-R1
additional_datasets:
- {dataset: NCEP-NCAR-R1, project: OBS6, type: reanaly, version: 1, tier: 2, start_year: 1959, end_year: 2005}#, frequency: yr}
- {dataset: CanESM2, start_year: 1960 ,end_year: 2005}
- {dataset: CESM1-BGC, start_year: 1960 ,end_year: 2005}
- {dataset: GFDL-ESM2M, start_year: 1960 ,end_year: 2005}
#- {dataset: HadGEM2-ES, start_year: 1960 ,end_year: 2005}
- {dataset: IPSL-CM5A-LR, start_year: 1960 ,end_year: 2005}
#- {dataset: MIROC-ESM, start_year: 1960 ,end_year: 2005}
#- {dataset: MPI-ESM-LR, start_year: 1960 ,end_year: 2005}
- {dataset: NorESM1-ME, start_year: 1960 ,end_year: 2005}
scripts:
gammaHist_3and4:
script: carbon_ec/carbon_gammaHist.ncl
start_year: 1960
end_year: 2005
plot_units_x: k
plot_units_y: GtC y-1
ec_anom : True
ec_volc : True #(optional)
scatter_log : False # set logarithmic axes in scatterplot.ncl
styleset: CMIP5 # Plot style
### Wenzel et al. 2014, Fig. 05: Diagnose GAMMA_LT and create Emergent Constraint #############
diag_gammaLT_5:
description: Fig 5 correlates gamma historical vs gammaLT and calculates PDF
variables:
nbp_1pct:
short_name: nbp
preprocessor: tropical_land
project: CMIP5
mip: Lmon
exp: 1pctCO2
ensemble: r1i1p1
start_year: 1880
end_year: 1960
plot_units: GtC y-1
additional_datasets:
- {dataset: CanESM2, start_year: 1880 ,end_year: 1960}
- {dataset: CESM1-BGC, start_year: 30 ,end_year: 110}
- {dataset: GFDL-ESM2M, start_year: 30 ,end_year: 110}
#- {dataset: HadGEM2-ES, start_year: 1880 ,end_year: 1960}
- {dataset: IPSL-CM5A-LR, start_year: 1880 ,end_year: 1960}
#- {dataset: MIROC-ESM, start_year: 30 ,end_year: 110}
#- {dataset: MPI-ESM-LR, start_year: 1880 ,end_year: 1960}
- {dataset: NorESM1-ME, start_year: 30 ,end_year: 110}
nbp_esmFix:
short_name: nbp
preprocessor: tropical_land
project: CMIP5
mip: Lmon
exp: esmFixClim1
ensemble: r1i1p1
start_year: 1880
end_year: 1960
plot_units: GtC y-1
additional_datasets:
- {dataset: CanESM2, start_year: 1880 ,end_year: 1960}
- {dataset: CESM1-BGC, start_year: 30 ,end_year: 110}
- {dataset: GFDL-ESM2M, start_year: 30 ,end_year: 110}
#- {dataset: HadGEM2-ES, start_year: 1880 ,end_year: 1960}
- {dataset: IPSL-CM5A-LR, start_year: 1880 ,end_year: 1960}
#- {dataset: MIROC-ESM, start_year: 1880 ,end_year: 1960}
#- {dataset: MPI-ESM-LR, start_year: 1880 ,end_year: 1960}
- {dataset: NorESM1-ME, start_year: 30 ,end_year: 110}
tas:
preprocessor: tropical
project: CMIP5
mip: Amon
exp: 1pctCO2
ensemble: r1i1p1
start_year: 1880
end_year: 1960
additional_datasets:
- {dataset: CanESM2, start_year: 1880 ,end_year: 1960}
- {dataset: CESM1-BGC, start_year: 30 ,end_year: 110}
- {dataset: GFDL-ESM2M, start_year: 30 ,end_year: 110}
#- {dataset: HadGEM2-ES, start_year: 1880 ,end_year: 1960}
- {dataset: IPSL-CM5A-LR, start_year: 1880 ,end_year: 1960}
#- {dataset: MIROC-ESM, start_year: 30 ,end_year: 110}
#- {dataset: MPI-ESM-LR, start_year: 1880 ,end_year: 1960}
- {dataset: NorESM1-ME, start_year: 30 ,end_year: 110}
scripts:
gammaLT_5:
script: carbon_ec/carbon_constraint.ncl
gIAV_diagscript: "gammaHist_Fig3and4"
gIAV_start: 1960
gIAV_end: 2005
ec_anom: True
#reg_models: "MPI-ESM-LR"
con_units: "GtC/K"
nc_infile: ../../diag_gammaHist_Fig3and4/gammaHist_3and4/
styleset: CMIP5 # Plot style