Recipe ref/recipe_ref_file.yml does not work with CMIP7 data #4343
Description
We are in the process of testing the REF with some CMIP6 data that has been reCMORized so it looks like CMIP7 data and encountered the following issue with recipe ref/recipe_ref_fire.yml:
INFO:fire_diagnostic:Processing vapor_pressure_deficit for CanESM5
INFO:fire_diagnostic:Saving vapor_pressure_deficit in /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation/tas_tavg-h2m-hxy-u_Amon_glb_gn_CanESM5_vpd_r1i1p1f1_2013-2014
Traceback (most recent call last):
File "/home/bandela/climate_ref/software/conda/esmvaltool-efbbc9d45c9eb22679208cc3eac458e67ddb7308/lib/python3.13/site-packages/esmvaltool/diag_scripts/fire/fire_diagnostic.py", line 469, in <module>
main(config)
~~~~^^^^^^^^
File "/home/bandela/climate_ref/software/conda/esmvaltool-efbbc9d45c9eb22679208cc3eac458e67ddb7308/lib/python3.13/site-packages/esmvaltool/diag_scripts/fire/fire_diagnostic.py", line 390, in main
[vars_file[v]["filename"], v] for v in cfg["var_order"]
~~~~~~~~~^^^
KeyError: 'tasmax'
It seems likely that this happens because tasmax is called tas in CMIP7 and the branding_suffix distinguishes it from plain tas.
Recipe
documentation:
description: 'Recipe that plots diagnostics regarding climate drivers for fire.
The diagnostic uses code for the ConFire model from the following GitHub repository:
https://github.com/douglask3/Bayesian_fire_models/tree/AR7_REF
'
title: Climate drivers for fire.
authors:
- lenhardt_julien
- kelley_douglas
maintainer:
- lenhardt_julien
datasets: []
preprocessors:
preproc:
regrid:
target_grid: 2.5x2.5
scheme: nearest
mask_landsea:
mask_out: sea
preproc_fraction:
regrid:
target_grid: 2.5x2.5
scheme: nearest
mask_landsea:
mask_out: sea
convert_units:
units: 1
diagnostics:
fire_evaluation:
description: Climate drivers for fire
variables:
pr:
mip: atmos
preprocessor: preproc
short_name: pr
start_year: 2013
end_year: 2014
additional_datasets:
- project: CMIP7
activity: CMIP
branding_suffix: tavg-u-hxy-u
dataset: CanESM5
ensemble: r1i1p1f1
exp: historical
frequency: mon
grid: gn
institute: CCCma
mip: atmos
region: glb
tasmax:
mip: atmos
preprocessor: preproc
short_name: tas
start_year: 2013
end_year: 2014
additional_datasets:
- project: CMIP7
activity: CMIP
branding_suffix: tmaxavg-h2m-hxy-u
dataset: CanESM5
ensemble: r1i1p1f1
exp: historical
frequency: mon
grid: gn
institute: CCCma
mip: atmos
region: glb
treeFrac:
mip: land
preprocessor: preproc_fraction
short_name: treeFrac
start_year: 2013
end_year: 2014
additional_datasets:
- project: CMIP7
activity: CMIP
branding_suffix: tavg-u-hxy-u
dataset: CanESM5
ensemble: r1i1p1f1
exp: historical
frequency: mon
grid: gn
institute: CCCma
mip: land
region: glb
vegFrac:
mip: land
preprocessor: preproc_fraction
short_name: vegFrac
start_year: 2013
end_year: 2014
additional_datasets:
- project: CMIP7
activity: CMIP
branding_suffix: tavg-u-hxy-u
dataset: CanESM5
ensemble: r1i1p1f1
exp: historical
frequency: mon
grid: gn
institute: CCCma
mip: land
region: glb
cVeg:
mip: land
preprocessor: preproc
short_name: cVeg
start_year: 2013
end_year: 2014
additional_datasets:
- project: CMIP7
activity: CMIP
branding_suffix: tavg-u-hxy-lnd
dataset: CanESM5
ensemble: r1i1p1f1
exp: historical
frequency: mon
grid: gn
institute: CCCma
mip: land
region: glb
tas:
mip: atmos
preprocessor: preproc
short_name: tas
start_year: 2013
end_year: 2014
additional_datasets:
- project: CMIP7
activity: CMIP
branding_suffix: tavg-h2m-hxy-u
dataset: CanESM5
ensemble: r1i1p1f1
exp: historical
frequency: mon
grid: gn
institute: CCCma
mip: atmos
region: glb
hurs:
mip: atmos
preprocessor: preproc
short_name: hurs
start_year: 2013
end_year: 2014
additional_datasets:
- project: CMIP7
activity: CMIP
branding_suffix: tavg-h2m-hxy-u
dataset: CanESM5
ensemble: r1i1p1f1
exp: historical
frequency: mon
grid: gn
institute: CCCma
mip: atmos
region: glb
scripts:
fire_evaluation:
script: fire/fire_diagnostic.py
confire_param: https://zenodo.org/records/14917245
var_order:
- pr
- tasmax
- treeFrac
- vegFrac
- vpd
- cVeg
remove_confire_files: trueDiagnostic log
INFO:esmvaltool.diag_scripts.shared._base:Starting diagnostic script fire_evaluation with configuration:
auxiliary_data_dir: /home/bandela/auxiliary_data
confire_param: https://zenodo.org/records/14917245
input_data:
? /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/cVeg/cVeg_tavg-u-hxy-lnd_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
: activity: CMIP
alias: CanESM5
branding_suffix: tavg-u-hxy-lnd
dataset: CanESM5
diagnostic: fire_evaluation
drs_specs: MIP-DRS7
end_year: 2014
ensemble: r1i1p1f1
exp: historical
filename: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/cVeg/cVeg_tavg-u-hxy-lnd_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
frequency: mon
grid: gn
institute: CCCma
long_name: Carbon Mass in Vegetation
mip: land
modeling_realm:
- land
preprocessor: preproc
project: CMIP7
realm: land
recipe_dataset_index: 0
region: glb
short_name: cVeg
standard_name: vegetation_carbon_content
start_year: 2013
timerange: 2013/2014
units: kg m-2
variable_group: cVeg
version: '20190429'
? /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/hurs/hurs_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
: activity: CMIP
alias: CanESM5
branding_suffix: tavg-h2m-hxy-u
dataset: CanESM5
diagnostic: fire_evaluation
drs_specs: MIP-DRS7
end_year: 2014
ensemble: r1i1p1f1
exp: historical
filename: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/hurs/hurs_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
frequency: mon
grid: gn
institute: CCCma
long_name: Near-Surface Relative Humidity
mip: atmos
modeling_realm:
- atmos
preprocessor: preproc
project: CMIP7
realm: atmos
recipe_dataset_index: 0
region: glb
short_name: hurs
standard_name: relative_humidity
start_year: 2013
timerange: 2013/2014
units: '%'
variable_group: hurs
version: '20190429'
? /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/pr/pr_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
: activity: CMIP
alias: CanESM5
branding_suffix: tavg-u-hxy-u
dataset: CanESM5
diagnostic: fire_evaluation
drs_specs: MIP-DRS7
end_year: 2014
ensemble: r1i1p1f1
exp: historical
filename: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/pr/pr_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
frequency: mon
grid: gn
institute: CCCma
long_name: Precipitation
mip: atmos
modeling_realm:
- atmos
preprocessor: preproc
project: CMIP7
realm: atmos
recipe_dataset_index: 0
region: glb
short_name: pr
standard_name: precipitation_flux
start_year: 2013
timerange: 2013/2014
units: kg m-2 s-1
variable_group: pr
version: '20190429'
? /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tas/tas_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
: activity: CMIP
alias: CanESM5
branding_suffix: tavg-h2m-hxy-u
dataset: CanESM5
diagnostic: fire_evaluation
drs_specs: MIP-DRS7
end_year: 2014
ensemble: r1i1p1f1
exp: historical
filename: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tas/tas_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
frequency: mon
grid: gn
institute: CCCma
long_name: Near-Surface Air Temperature
mip: atmos
modeling_realm:
- atmos
preprocessor: preproc
project: CMIP7
realm: atmos
recipe_dataset_index: 0
region: glb
short_name: tas
standard_name: air_temperature
start_year: 2013
timerange: 2013/2014
units: K
variable_group: tas
version: '20190429'
? /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tasmax/tas_tmaxavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
: activity: CMIP
alias: CanESM5
branding_suffix: tmaxavg-h2m-hxy-u
dataset: CanESM5
diagnostic: fire_evaluation
drs_specs: MIP-DRS7
end_year: 2014
ensemble: r1i1p1f1
exp: historical
filename: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tasmax/tas_tmaxavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
frequency: mon
grid: gn
institute: CCCma
long_name: Daily Maximum Near-Surface Air Temperature
mip: atmos
modeling_realm:
- atmos
preprocessor: preproc
project: CMIP7
realm: atmos
recipe_dataset_index: 0
region: glb
short_name: tas
standard_name: air_temperature
start_year: 2013
timerange: 2013/2014
units: K
variable_group: tasmax
version: '20190429'
? /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/treeFrac/treeFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
: activity: CMIP
alias: CanESM5
branding_suffix: tavg-u-hxy-u
dataset: CanESM5
diagnostic: fire_evaluation
drs_specs: MIP-DRS7
end_year: 2014
ensemble: r1i1p1f1
exp: historical
filename: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/treeFrac/treeFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
frequency: mon
grid: gn
institute: CCCma
long_name: Tree Cover Percentage
mip: land
modeling_realm:
- land
preprocessor: preproc_fraction
project: CMIP7
realm: land
recipe_dataset_index: 0
region: glb
short_name: treeFrac
standard_name: area_fraction
start_year: 2013
timerange: 2013/2014
units: '1'
variable_group: treeFrac
version: '20190429'
? /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/vegFrac/vegFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
: activity: CMIP
alias: CanESM5
branding_suffix: tavg-u-hxy-u
dataset: CanESM5
diagnostic: fire_evaluation
drs_specs: MIP-DRS7
end_year: 2014
ensemble: r1i1p1f1
exp: historical
filename: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/vegFrac/vegFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc
frequency: mon
grid: gn
institute: CCCma
long_name: Total Vegetated Percentage Cover
mip: land
modeling_realm:
- land
preprocessor: preproc_fraction
project: CMIP7
realm: land
recipe_dataset_index: 0
region: glb
short_name: vegFrac
standard_name: area_fraction
start_year: 2013
timerange: 2013/2014
units: '1'
variable_group: vegFrac
version: '20190429'
input_files:
- /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/pr/metadata.yml
- /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tasmax/metadata.yml
- /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/treeFrac/metadata.yml
- /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/vegFrac/metadata.yml
- /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/cVeg/metadata.yml
- /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tas/metadata.yml
- /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/hurs/metadata.yml
log_level: info
output_file_type: png
plot_dir: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/plots/fire_evaluation/fire_evaluation
recipe: recipe.yml
remove_confire_files: true
run_dir: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/run/fire_evaluation/fire_evaluation
script: fire_evaluation
var_order:
- pr
- tasmax
- treeFrac
- vegFrac
- vpd
- cVeg
version: 2.14.0rc1
work_dir: /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation
INFO:esmvaltool.diag_scripts.shared._base:Creating /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation
INFO:esmvaltool.diag_scripts.shared._base:Creating /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/plots/fire_evaluation/fire_evaluation
INFO:fire_diagnostic:{'confire_param': 'https://zenodo.org/records/14917245', 'var_order': ['pr', 'tasmax', 'treeFrac', 'vegFrac', 'vpd', 'cVeg'], 'remove_confire_files': True, 'recipe': 'recipe.yml', 'version': '2.14.0rc1', 'script': 'fire_evaluation', 'run_dir': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/run/fire_evaluation/fire_evaluation', 'plot_dir': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/plots/fire_evaluation/fire_evaluation', 'work_dir': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation', 'output_file_type': 'png', 'log_level': 'info', 'auxiliary_data_dir': '/home/bandela/auxiliary_data', 'input_files': ['/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/pr/metadata.yml', '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tasmax/metadata.yml', '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/treeFrac/metadata.yml', '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/vegFrac/metadata.yml', '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/cVeg/metadata.yml', '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tas/metadata.yml', '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/hurs/metadata.yml'], 'input_data': {'/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/pr/pr_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc': {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/pr/pr_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Precipitation', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'pr', 'standard_name': 'precipitation_flux', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'kg m-2 s-1', 'variable_group': 'pr', 'version': '20190429'}, '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tasmax/tas_tmaxavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc': {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tmaxavg-h2m-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tasmax/tas_tmaxavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Daily Maximum Near-Surface Air Temperature', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'tas', 'standard_name': 'air_temperature', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'K', 'variable_group': 'tasmax', 'version': '20190429'}, '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/treeFrac/treeFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc': {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/treeFrac/treeFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Tree Cover Percentage', 'mip': 'land', 'modeling_realm': ['land'], 'preprocessor': 'preproc_fraction', 'project': 'CMIP7', 'realm': 'land', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'treeFrac', 'standard_name': 'area_fraction', 'start_year': 2013, 'timerange': '2013/2014', 'units': '1', 'variable_group': 'treeFrac', 'version': '20190429'}, '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/vegFrac/vegFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc': {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/vegFrac/vegFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Total Vegetated Percentage Cover', 'mip': 'land', 'modeling_realm': ['land'], 'preprocessor': 'preproc_fraction', 'project': 'CMIP7', 'realm': 'land', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'vegFrac', 'standard_name': 'area_fraction', 'start_year': 2013, 'timerange': '2013/2014', 'units': '1', 'variable_group': 'vegFrac', 'version': '20190429'}, '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/cVeg/cVeg_tavg-u-hxy-lnd_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc': {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-lnd', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/cVeg/cVeg_tavg-u-hxy-lnd_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Carbon Mass in Vegetation', 'mip': 'land', 'modeling_realm': ['land'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'land', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'cVeg', 'standard_name': 'vegetation_carbon_content', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'kg m-2', 'variable_group': 'cVeg', 'version': '20190429'}, '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tas/tas_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc': {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-h2m-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tas/tas_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Near-Surface Air Temperature', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'tas', 'standard_name': 'air_temperature', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'K', 'variable_group': 'tas', 'version': '20190429'}, '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/hurs/hurs_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc': {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-h2m-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/hurs/hurs_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Near-Surface Relative Humidity', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'hurs', 'standard_name': 'relative_humidity', 'start_year': 2013, 'timerange': '2013/2014', 'units': '%', 'variable_group': 'hurs', 'version': '20190429'}}}
INFO:fire_diagnostic:Retrieving ConFire model parameter files from https://zenodo.org/records/14917245
INFO:fire_diagnostic:Downloaded none_trace-params-_6-frac_points_0.2-nvariables_-frac_random_sample0.2-nvars_6-niterations_5000.txt to /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation/ConFire_parameter_files/.
INFO:fire_diagnostic:Downloaded trace-_6-frac_points_0.2-nvariables_-frac_random_sample0.2-nvars_6-niterations_5000.nc to /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation/ConFire_parameter_files/.
INFO:fire_diagnostic:Downloaded scalers-_6-frac_points_0.2-nvariables_-frac_random_sample0.2-nvars_6-niterations_5000.csv to /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation/ConFire_parameter_files/.
INFO:fire_diagnostic:Processing data for CanESM5
INFO:fire_diagnostic:[{'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/pr/pr_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Precipitation', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'pr', 'standard_name': 'precipitation_flux', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'kg m-2 s-1', 'variable_group': 'pr', 'version': '20190429'}, {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tmaxavg-h2m-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tasmax/tas_tmaxavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Daily Maximum Near-Surface Air Temperature', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'tas', 'standard_name': 'air_temperature', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'K', 'variable_group': 'tasmax', 'version': '20190429'}, {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/treeFrac/treeFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Tree Cover Percentage', 'mip': 'land', 'modeling_realm': ['land'], 'preprocessor': 'preproc_fraction', 'project': 'CMIP7', 'realm': 'land', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'treeFrac', 'standard_name': 'area_fraction', 'start_year': 2013, 'timerange': '2013/2014', 'units': '1', 'variable_group': 'treeFrac', 'version': '20190429'}, {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/vegFrac/vegFrac_tavg-u-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Total Vegetated Percentage Cover', 'mip': 'land', 'modeling_realm': ['land'], 'preprocessor': 'preproc_fraction', 'project': 'CMIP7', 'realm': 'land', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'vegFrac', 'standard_name': 'area_fraction', 'start_year': 2013, 'timerange': '2013/2014', 'units': '1', 'variable_group': 'vegFrac', 'version': '20190429'}, {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-u-hxy-lnd', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/cVeg/cVeg_tavg-u-hxy-lnd_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Carbon Mass in Vegetation', 'mip': 'land', 'modeling_realm': ['land'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'land', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'cVeg', 'standard_name': 'vegetation_carbon_content', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'kg m-2', 'variable_group': 'cVeg', 'version': '20190429'}, {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-h2m-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/tas/tas_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Near-Surface Air Temperature', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'tas', 'standard_name': 'air_temperature', 'start_year': 2013, 'timerange': '2013/2014', 'units': 'K', 'variable_group': 'tas', 'version': '20190429'}, {'activity': 'CMIP', 'alias': 'CanESM5', 'branding_suffix': 'tavg-h2m-hxy-u', 'dataset': 'CanESM5', 'diagnostic': 'fire_evaluation', 'drs_specs': 'MIP-DRS7', 'end_year': 2014, 'ensemble': 'r1i1p1f1', 'exp': 'historical', 'filename': '/home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/preproc/fire_evaluation/hurs/hurs_tavg-h2m-hxy-u_mon_glb_gn_CanESM5_historical_r1i1p1f1_2013-2014.nc', 'frequency': 'mon', 'grid': 'gn', 'institute': 'CCCma', 'long_name': 'Near-Surface Relative Humidity', 'mip': 'atmos', 'modeling_realm': ['atmos'], 'preprocessor': 'preproc', 'project': 'CMIP7', 'realm': 'atmos', 'recipe_dataset_index': 0, 'region': 'glb', 'short_name': 'hurs', 'standard_name': 'relative_humidity', 'start_year': 2013, 'timerange': '2013/2014', 'units': '%', 'variable_group': 'hurs', 'version': '20190429'}]
INFO:fire_diagnostic:Variable pr
INFO:fire_diagnostic:Variable tas
INFO:fire_diagnostic:Variable treeFrac
INFO:fire_diagnostic:Variable vegFrac
INFO:fire_diagnostic:Variable cVeg
INFO:fire_diagnostic:Variable tas
INFO:fire_diagnostic:Variable hurs
INFO:fire_diagnostic:dict_keys(['pr', 'tas', 'treeFrac', 'vegFrac', 'cVeg', 'hurs'])
INFO:fire_diagnostic:Processing vapor_pressure_deficit for CanESM5
INFO:fire_diagnostic:Saving vapor_pressure_deficit in /home/bandela/climate_ref/results/test-cases/esmvaltool/climate-drivers-for-fire/cmip7/executions/recipe_20260216_152449/work/fire_evaluation/fire_evaluation/tas_tavg-h2m-hxy-u_Amon_glb_gn_CanESM5_vpd_r1i1p1f1_2013-2014
Traceback (most recent call last):
File "/home/bandela/climate_ref/software/conda/esmvaltool-efbbc9d45c9eb22679208cc3eac458e67ddb7308/lib/python3.13/site-packages/esmvaltool/diag_scripts/fire/fire_diagnostic.py", line 469, in <module>
main(config)
~~~~^^^^^^^^
File "/home/bandela/climate_ref/software/conda/esmvaltool-efbbc9d45c9eb22679208cc3eac458e67ddb7308/lib/python3.13/site-packages/esmvaltool/diag_scripts/fire/fire_diagnostic.py", line 390, in main
[vars_file[v]["filename"], v] for v in cfg["var_order"]
~~~~~~~~~^^^
KeyError: 'tasmax'