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european_masked_subregion.py
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european_masked_subregion.py
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'''
Created on Sep 13, 2016
@author: sberthou
'''
import subprocess
import collections
projdir = '/project/hires_rcm/hadek/'
datadir = '/home/users/sberthou/PrecipExtremes/' ### change path to where your PRUDENCE mask is
primavera_path = '/gws/nopw/j04/primavera5/stream1/CMIP6/HighResMIP/{}/{}/hist-1950/{}/day/pr/g?/{}/pr_day_{}_hist-1950_{}_g?_*.nc'
def get_runlist_region(frequency, n512, country, other=''):
'''
This is to centralised the definition of masks and simulations and to allow to choose what runlist and which mask to use according to four parameters:
:param str frequency: 'h', 'd'
:param bool n512: to use the regridded versions on n512
:param str other: if 'ukcpm_runs': to use Giorgia's runs; or 'ammacatch'
:param str country: string of the country to subset
:return: runlist and masks of the region
'''
if n512:
if other == 'ammacatch':
if frequency == '15mn':
cty_or_n512 = 'u-ad251'
if frequency == '3h':
cty_or_n512 = 'TRMM'
else:
cty_or_n512 = 'n512'
else:
if other == 'ammacatch':
cty_or_n512 = 'AMMA-CATCH'
else:
cty_or_n512 = 'mi-ao438' # country
dict_subregions = {'prudence': collections.OrderedDict([
# ('NEE', datadir+'mask_PRUDENCEreg_NEE.nc'),
('IP', datadir+'mask_PRUDENCEreg_IP.nc'),
('FR', datadir+'mask_PRUDENCEreg_FR.nc'),
# ('MD', datadir+'mask_PRUDENCEreg_MD.nc'),
('CA', datadir+'mask_PRUDENCEreg_CA.nc'),
# ('CE', datadir+'mask_PRUDENCEreg_CE.nc'),
# ('SC', datadir+'mask_PRUDENCEreg_SC.nc'),
('AL', datadir+'mask_PRUDENCEreg_AL.nc'),
##'EE': datadir+'mask_PRUDENCEreg_EE.nc',
('BI', datadir+'mask_PRUDENCEreg_BI.nc'),
###'CH': datadir+'mask_PRUDENCEreg_CH.nc',
### 'TCZ': datadir+'mask_PRUDENCEreg_TCZ.nc'
]),
'uk': {'BI': datadir+'mask_PRUDENCEreg_BI.nc',},
'ca': {'CA': datadir+'mask_PRUDENCEreg_CA.nc',},
'alps': {'AL': datadir+'mask_PRUDENCEreg_AL.nc',},
'ibp': {'IP': datadir+'mask_PRUDENCEreg_IP.nc',},
'france': {'FR': datadir+'mask_PRUDENCEreg_FR.nc',},
'nee': {'NEE': datadir+'mask_PRUDENCEreg_NEE.nc',},
'md': {'MD': datadir+'mask_PRUDENCEreg_MD.nc',},
'ce': {'CE': datadir+'mask_PRUDENCEreg_CE.nc'},
'sc': {'SC': datadir+'mask_PRUDENCEreg_SC.nc'},
}
maskedreglist = dict_subregions[country.lower()]
runlist_frequency = {'d':
{
'alps_cordex50': '/gws/nopw/j04/primavera3/cache/sberthou/alps_regrid_CORDEX50/RapdD_al05_CORDEX50_*.nc',
'ibp_cordex50': '/gws/nopw/j04/primavera3/cache/sberthou/IBP_regrid_CORDEX50/*.nc',
'uk_cordex50': '/gws/nopw/j04/primavera3/cache/sberthou/ukcpobs_regrid_CORDEX50/*.nc',
'ca_cordex50': '/gws/nopw/j04/primavera3/cache/sberthou/CARPATCLIM_regrid_CORDEX50/CCLIM_pre19612010_EUROCORDEX.nc',
'france_cordex50': '/gws/nopw/j04/primavera3/cache/sberthou/FRANCE_regrid_CORDEX50/ForcPRCPT*.nc',
},
'h':
{
},
'15mn':
{},
'3h': {
}
}
if n512:
if other == 'ammacatch':
runlist = {'cp4': runlist_frequency[frequency]['cp4']}
else:
runlist = { # country+'_on_n512':runlist_frequency[frequency][country+'_on_n512'],
# '2p2erai_on_n512':runlist_frequency[frequency]['2p2erai_on_n512'],
'2p2_on_n512': runlist_frequency[frequency]['2p2_on_n512'],
'n512': runlist_frequency[frequency]['n512'],
'2p2f_on_n512': runlist_frequency[frequency]['2p2f_on_n512'],
'n512_future': runlist_frequency[frequency]['n512_future'],
}
elif other == 'CORDEX-44':
cordex_dir = '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX50/'
runlist = {
#EUR44 models
'CCLM-MPI_50km': cordex_dir+'/pr/CLMcom/MPI-M-MPI-ESM-LR/CLMcom-CCLM4-8-17/r1i1p1/*_v1_*.nc',
'CCLM5-CNRM_50km': cordex_dir+'/pr/ETH/CNRM-CERFACS-CNRM-CM5/CLMcom-CCLM5-0-6/r1i1p1/*_v1_*.nc',
'CCLM5-EC-EARTH_50km': cordex_dir+'/pr/ETH/ICHEC-EC-EARTH/CLMcom-CCLM5-0-6/r12i1p1/*_v1_*.nc',
'CCLM5-HadGEM_50km': cordex_dir+'/pr/ETH/MOHC-HadGEM2-ES/CLMcom-CCLM5-0-6/r1i1p1/*_v1_*.nc', #problem? -> check
'CCLM5-MIROC_50km': cordex_dir+'/pr/ETH/MIROC-MIROC5/CLMcom-CCLM5-0-6/r1i1p1/*_v1_*.nc',
'CCLM5-MPI_50km': cordex_dir+'/pr/ETH/MPI-M-MPI-ESM-LR/CLMcom-CCLM5-0-6/r1i1p1/*_v1_*.nc',
'HIRHAM-EC-EARTH_50km': cordex_dir+'/pr/DMI/ICHEC-EC-EARTH/DMI-HIRHAM5/r3i1p1/*_v1_*.nc',
'WRF-IPSL_50km': cordex_dir+'/pr/IPSL-INERIS/IPSL-IPSL-CM5A-MR/IPSL-INERIS-WRF331F/r1i1p1/*_v1_*.nc', #problems
'WRF-EC-EARTH_50km': cordex_dir+'/pr/NUIM/ICHEC-EC-EARTH/NUIM-WRF341E/r1i1p1/*_v1_*.nc', #problems!!!!check it worked
'RACMO-EC-EARTH_50km': cordex_dir+'/pr/KNMI/ICHEC-EC-EARTH/KNMI-RACMO22E/r1i1p1/*_v1_*.nc',
#'RACMO-EC-EARTH12_50km': cordex_dir+'/pr/KNMI/ICHEC-EC-EARTH/KNMI-RACMO22E/r12i1p1/*_v1_*.nc', ######
'RACMO-HadGEM_50km': cordex_dir+'/pr/KNMI/MOHC-HadGEM2-ES/KNMI-RACMO22E/r1i1p1/*_v2_*.nc',
'REMO-MPI_50km': cordex_dir+'/pr/MPI-CSC/MPI-M-MPI-ESM-LR/MPI-CSC-REMO2009/r1i1p1/*_v1_*.nc',
#'REMO-MPI2_50km': cordex_dir+'/pr/MPI-CSC/MPI-M-MPI-ESM-LR/MPI-CSC-REMO2009/r2i1p1/*_v1_*.nc',#####
'RCA-CanESM_50km': cordex_dir+'/pr/SMHI/CCCma-CanESM2/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-CNRM_50km': cordex_dir+'/pr/SMHI/CNRM-CERFACS-CNRM-CM5/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-CSIRO_50km': cordex_dir+'/pr/SMHI/CSIRO-QCCCE-CSIRO-Mk3-6-0/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-EC-EARTH_50km': cordex_dir+'/pr/SMHI/ICHEC-EC-EARTH/SMHI-RCA4/r12i1p1/*_v1_*.nc',
'RCA-IPSL_50km': cordex_dir+'/pr/SMHI/IPSL-IPSL-CM5A-MR/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-MIROC_50km': cordex_dir+'/pr/SMHI/MIROC-MIROC5/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-HadGEM_50km': cordex_dir+'/pr/SMHI/MOHC-HadGEM2-ES/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-MPI_50km': cordex_dir+'/pr/SMHI/MPI-M-MPI-ESM-LR/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-NorESM_50km': cordex_dir+'/pr/SMHI/NCC-NorESM1-M/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-GFDL_50km': cordex_dir+'/pr/SMHI/NOAA-GFDL-GFDL-ESM2M/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'ALADIN-CNRM1_50km': cordex_dir+'/pr/CNRM/CNRM-CERFACS-CNRM-CM5/CNRM-ALADIN53/r1i1p1/*_v1_*.nc',
#'ALADIN-CNRM2_50km': cordex_dir+'/pr/HMS/CNRM-CERFACS-CNRM-CM5/HMS-ALADIN52/r1i1p1/*_v1_*.nc',
'WRF-CanESM_50km': cordex_dir+'/pr/UCAN/CCCma-CanESM2/UCAN-WRF341I/r1i1p1/*_v2_*.nc', ####
'RegCM-HadGEM_50km': cordex_dir+'/pr/ICTP/MOHC-HadGEM2-ES/ICTP-RegCM4-3/r1i1p1/*_v1_*.nc', ####
'ALARO-CNRM_50km': cordex_dir+'/pr/RMIB-UGent/CNRM-CERFACS-CNRM-CM5/RMIB-UGent-ALARO-0/r1i1p1/*_v1_*.nc',
}
elif other == 'CORDEX-44_reduced':
cordex_dir = '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX50/'
runlist = {
#EUR44 models
'CCLM-MPI_50km': cordex_dir+'/pr/CLMcom/MPI-M-MPI-ESM-LR/CLMcom-CCLM4-8-17/r1i1p1/*_v1_*.nc',
'CCLM5-CNRM_50km': cordex_dir+'/pr/ETH/CNRM-CERFACS-CNRM-CM5/CLMcom-CCLM5-0-6/r1i1p1/*_v1_*.nc',
'CCLM5-EC-EARTH_50km': cordex_dir+'/pr/ETH/ICHEC-EC-EARTH/CLMcom-CCLM5-0-6/r12i1p1/*_v1_*.nc',
'CCLM5-HadGEM_50km': cordex_dir+'/pr/ETH/MOHC-HadGEM2-ES/CLMcom-CCLM5-0-6/r1i1p1/*_v1_*.nc', #problem? -> check
'CCLM5-MPI_50km': cordex_dir+'/pr/ETH/MPI-M-MPI-ESM-LR/CLMcom-CCLM5-0-6/r1i1p1/*_v1_*.nc',
'HIRHAM-EC-EARTH_50km': cordex_dir+'/pr/DMI/ICHEC-EC-EARTH/DMI-HIRHAM5/r3i1p1/*_v1_*.nc',
'WRF-EC-EARTH_50km': cordex_dir+'/pr/NUIM/ICHEC-EC-EARTH/NUIM-WRF341E/r1i1p1/*_v1_*.nc', #problems!!!!check it worked
'RACMO-EC-EARTH_50km': cordex_dir+'/pr/KNMI/ICHEC-EC-EARTH/KNMI-RACMO22E/r1i1p1/*_v1_*.nc',
'RACMO-HadGEM_50km': cordex_dir+'/pr/KNMI/MOHC-HadGEM2-ES/KNMI-RACMO22E/r1i1p1/*_v2_*.nc',
'REMO-MPI_50km': cordex_dir+'/pr/MPI-CSC/MPI-M-MPI-ESM-LR/MPI-CSC-REMO2009/r1i1p1/*_v1_*.nc',
'RCA-CNRM_50km': cordex_dir+'/pr/SMHI/CNRM-CERFACS-CNRM-CM5/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-EC-EARTH_50km': cordex_dir+'/pr/SMHI/ICHEC-EC-EARTH/SMHI-RCA4/r12i1p1/*_v1_*.nc',
'RCA-HadGEM_50km': cordex_dir+'/pr/SMHI/MOHC-HadGEM2-ES/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-MPI_50km': cordex_dir+'/pr/SMHI/MPI-M-MPI-ESM-LR/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'ALADIN-CNRM1_50km': cordex_dir+'/pr/CNRM/CNRM-CERFACS-CNRM-CM5/CNRM-ALADIN53/r1i1p1/*_v1_*.nc',
'RegCM-HadGEM_50km': cordex_dir+'/pr/ICTP/MOHC-HadGEM2-ES/ICTP-RegCM4-3/r1i1p1/*_v1_*.nc', ####
'ALARO-CNRM_50km': cordex_dir+'/pr/RMIB-UGent/CNRM-CERFACS-CNRM-CM5/RMIB-UGent-ALARO-0/r1i1p1/*_v1_*.nc',
}
elif other == 'CORDEX-11':
cordex11_dir = '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/'
runlist = {
#EUR11 models on native grid
'CCLM-MPI': cordex11_dir+'/EUR-11/historical/day/pr/CLMcom/MPI-M-MPI-ESM-LR/CLMcom-CCLM4-8-17/r1i1p1/*.nc',
'CCLM-CNRM': cordex11_dir+'/EUR-11/historical/day/pr/CLMcom/CNRM-CERFACS-CNRM-CM5/CLMcom-CCLM4-8-17/r1i1p1/*.nc',
#'CCLM-EC-EARTH': cordex11_dir+'/EUR-11/historical/day/pr/CLMcom/ICHEC-EC-EARTH/CLMcom-CCLM4-8-17/r12i1p1/*.nc',
'CCLM-HadGEM': cordex11_dir+'/EUR-11/historical/day/pr/CLMcom/MOHC-HadGEM2-ES/CLMcom-CCLM4-8-17/r1i1p1/*.nc',
'CCLM-ETH-MPI': cordex11_dir+'EUR-11/historical/day/pr/CLMcom-ETH/MPI-M-MPI-ESM-LR/CLMcom-ETH-COSMO-crCLIM-v1-1/r1i1p1/*.nc', ## new, r2 and r3 also exist
'CCLM-ETH-EC-Earth': cordex11_dir+'EUR-11/historical/day/pr/CLMcom-ETH/ICHEC-EC-EARTH/CLMcom-ETH-COSMO-crCLIM-v1-1/r12i1p1/*.nc',## new
'CCLM-ETH-NorESM': cordex11_dir+'EUR-11/historical/day/pr/CLMcom-ETH/NCC-NorESM1-M/CLMcom-ETH-COSMO-crCLIM-v1-1/r1i1p1/*.nc',## new
'HIRHAM-CNRM1': cordex11_dir+'/EUR-11/historical/day/pr/DMI/CNRM-CERFACS-CNRM-CM5/DMI-HIRHAM5/r1i1p1/*_v1_*.nc',
#'HIRHAM-CNRM2': cordex11_dir+'/EUR-11/historical/day/pr/DMI/CNRM-CERFACS-CNRM-CM5/DMI-HIRHAM5/r1i1p1/*_v2_*.nc',
'HIRHAM-EC-EARTH1': cordex11_dir+'/EUR-11/historical/day/pr/DMI/ICHEC-EC-EARTH/DMI-HIRHAM5/r1i1p1/*_v1_*.nc',
#'HIRHAM-EC-EARTH12': cordex11_dir+'/EUR-11/historical/day/pr/DMI/ICHEC-EC-EARTH/DMI-HIRHAM5/r12i1p1/*_v1_*.nc',
#'HIRHAM-EC-EARTH31': cordex11_dir+'/EUR-11/historical/day/pr/DMI/ICHEC-EC-EARTH/DMI-HIRHAM5/r3i1p1/*_v1_*.nc',
#'HIRHAM-EC-EARTH32': cordex11_dir+'/EUR-11/historical/day/pr/DMI/ICHEC-EC-EARTH/DMI-HIRHAM5/r3i1p1/*_v2_*.nc',
'HIRHAM-HadGEM1': cordex11_dir+'/EUR-11/historical/day/pr/DMI/MOHC-HadGEM2-ES/DMI-HIRHAM5/r1i1p1/*_v1_*.nc',
#'HIRHAM-HadGEM2': cordex11_dir+'/EUR-11/historical/day/pr/DMI/MOHC-HadGEM2-ES/DMI-HIRHAM5/r1i1p1/*_v2_*.nc',
'HIRHAM-NorESM2': cordex11_dir+'/EUR-11/historical/day/pr/DMI/NCC-NorESM1-M/DMI-HIRHAM5/r1i1p1/*_v2_*.nc',
'HIRAM-MPI': cordex11_dir+'EUR-11/historical/day/pr/DMI/MPI-M-MPI-ESM-LR/DMI-HIRHAM5/r1i1p1/*.nc', ## new
#'HIRHAM-NorESM3': cordex11_dir+'/EUR-11/historical/day/pr/DMI/NCC-NorESM1-M/DMI-HIRHAM5/r1i1p1/*_v3_*.nc',
'REMO-IPSL': cordex11_dir+'/EUR-11/historical/day/pr/GERICS/IPSL-IPSL-CM5A-LR/GERICS-REMO2015/r1i1p1/*_v1_*.nc',
'REMO-NorESM': cordex11_dir+'/EUR-11/historical/day/pr/GERICS/NCC-NorESM1-M/GERICS-REMO2015/r1i1p1/*_v1_*.nc',
'REMO-GFDL': cordex11_dir+'/EUR-11/historical/day/pr/GERICS/NOAA-GFDL-GFDL-ESM2G/GERICS-REMO2015/r1i1p1/*_v1_*.nc',
'REMO-MPI': cordex11_dir+'/EUR-11/historical/day/pr/MPI-CSC/MPI-M-MPI-ESM-LR/MPI-CSC-REMO2009/r1i1p1/*_v1_*.nc',
#'REMO-MPI2': cordex11_dir+'/EUR-11/historical/day/pr/MPI-CSC/MPI-M-MPI-ESM-LR/MPI-CSC-REMO2009/r2i1p1/*_v1_*.nc',
##'WRF-IPSL': cordex11_dir+'/EUR-11/historical/day/pr/IPSL-INERIS/IPSL-IPSL-CM5A-MR/IPSL-INERIS-WRF331F/r1i1p1/*_v1_*.nc',
'RACMO-CNRM': cordex11_dir+'/EUR-11/historical/day/pr/KNMI/CNRM-CERFACS-CNRM-CM5/KNMI-RACMO22E/r1i1p1/*_v2_*.nc',
##'RACMO-EC-EARTH': cordex11_dir+'/EUR-11/historical/day/pr/KNMI/ICHEC-EC-EARTH/KNMI-RACMO22E/r1i1p1/*_v1_*.nc',
'RACMO-EC-EARTH12': cordex11_dir+'/EUR-11/historical/day/pr/KNMI/ICHEC-EC-EARTH/KNMI-RACMO22E/r12i1p1/*_v1_*.nc',
#'RACMO-EC-EARTH3': cordex11_dir+'/EUR-11/historical/day/pr/KNMI/ICHEC-EC-EARTH/KNMI-RACMO22E/r3i1p1/*_v1_*.nc',
'RACMO-HadGEM': cordex11_dir+'/EUR-11/historical/day/pr/KNMI/MOHC-HadGEM2-ES/KNMI-RACMO22E/r1i1p1/*_v2_*.nc',
'RACMO-NorESM': cordex11_dir+'/EUR-11/historical/day/pr/KNMI/NCC-NorESM1-M/KNMI-RACMO22E/r1i1p1/*_v1_*.nc',
'RACMO-IPSL': cordex11_dir + '/EUR-11/historical/day/pr/KNMI/IPSL-IPSL-CM5A-MR/KNMI-RACMO22E/r1i1p1/*.nc', ## new
'RACMO-MPI': cordex11_dir + '/EUR-11/historical/day/pr/KNMI/MPI-M-MPI-ESM-LR/KNMI-RACMO22E/r1i1p1/*.nc', ## new
'RCA-CNRM': cordex11_dir+'/EUR-11/historical/day/pr/SMHI/CNRM-CERFACS-CNRM-CM5/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-EC-EARTH': cordex11_dir+'/EUR-11/historical/day/pr/SMHI/ICHEC-EC-EARTH/SMHI-RCA4/r12i1p1/*_v1_*.nc',
#'RCA-EC-EARTH3': cordex11_dir+'/EUR-11/historical/day/pr/SMHI/ICHEC-EC-EARTH/SMHI-RCA4/r3i1p1/*_v1_*.nc',
'RCA-IPSL': cordex11_dir+'/EUR-11/historical/day/pr/SMHI/IPSL-IPSL-CM5A-MR/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-HadGEM': cordex11_dir+'/EUR-11/historical/day/pr/SMHI/MOHC-HadGEM2-ES/SMHI-RCA4/r1i1p1/*_v1_*.nc',
'RCA-MPI': cordex11_dir+'/EUR-11/historical/day/pr/SMHI/MPI-M-MPI-ESM-LR/SMHI-RCA4/r1i1p1/*_v1a_*.nc',
'RCA-NorESM': cordex11_dir+'/EUR-11/historical/day/pr/SMHI/NCC-NorESM1-M/SMHI-RCA4/r1i1p1/*_v1_*.nc',
##'ALADIN-CNRM1': cordex11_dir+'/EUR-11/historical/day/pr/CNRM/CNRM-CERFACS-CNRM-CM5/CNRM-ALADIN53/r1i1p1/*_v1_*.nc',
##'ALADIN-CNRM2': cordex11_dir+'/EUR-11/historical/day/pr/CNRM/CNRM-CERFACS-CNRM-CM5/CNRM-ALADIN63/r1i1p1/*_v2_*.nc',
##'ALARO-CNRM': cordex11_dir+'/EUR-11/historical/day/pr/RMIB-UGent/CNRM-CERFACS-CNRM-CM5/RMIB-UGent-ALARO-0/r1i1p1/*_v1_*.nc',
#'ALADIN-HadGEM2': cordex11_dir+'EUR-11/historical/day/pr/CNRM/MOHC-HadGEM2-ES/CNRM-ALADIN63/r1i1p1/*.nc', ## new
#'ALADIN-MPI': cordex11_dir+'EUR-11/historical/day/pr/CNRM/MPI-M-MPI-ESM-LR/CNRM-ALADIN63/r1i1p1/*.nc', ##new
'MOHC_ICHEC-EC-EARTH': cordex11_dir+'EUR-11/historical/day/pr/MOHC/ICHEC-EC-EARTH/MOHC-HadREM3-GA7-05/r12i1p1/*.nc', ##new
'MOHC_HadGEM2': cordex11_dir+'EUR-11/historical/day/pr/MOHC/MOHC-HadGEM2-ES/MOHC-HadREM3-GA7-05/r1i1p1/*.nc', ##new
'WRF-CNRM': cordex11_dir+'EUR-11/historical/day/pr/IPSL/CNRM-CERFACS-CNRM-CM5/IPSL-WRF381P/r1i1p1/*.nc', ##new
#'WRF-IPSL': cordex11_dir+'EUR-11/historical/day/pr/IPSL/IPSL-IPSL-CM5A-MR/IPSL-WRF381P/r1i1p1/*.nc', ##new
'WRF-NorESM': cordex11_dir+ 'EUR-11/historical/day/pr/IPSL/NCC-NorESM1-M/IPSL-WRF381P/r1i1p1/*.nc', #new
'WRF-HadGEM2': cordex11_dir+ 'EUR-11/historical/day/pr/IPSL/MOHC-HadGEM2-ES/IPSL-WRF381P/r1i1p1/*.nc', #new
}
elif other == 'CORDEX-11_regrid':
cordex11_dir = '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/regridding_cordex12/'
runlist = {
'CCLM-MPI_regrid': cordex11_dir+'/CLMcom/*_MPI-M-MPI-ESM-LR*r1i1p1*.nc',
'CCLM-CNRM_regrid': cordex11_dir+'/CLMcom/*_CNRM-CERFACS-CNRM-CM5*r1i1p1*.nc',
'CCLM-EC-EARTH_regrid': cordex11_dir+'/CLMcom/*_ICHEC-EC-EARTH*r12i1p1*.nc',
'CCLM-HadGEM_regrid': cordex11_dir+'/CLMcom/*_MOHC-HadGEM2-ES*r1i1p1*.nc',
'CCLM-ETH-MPI_regrid': cordex11_dir+'/CLMcom-ETH/pr_EUR-11_MPI-M-MPI-ESM-LR_historical*.nc', ## new, r2 and r3 also exist
'CCLM-ETH-EC-Earth_regrid': cordex11_dir+'/CLMcom-ETH/pr_EUR-11_ICHEC-EC-EARTH_historical*.nc',## new
'CCLM-ETH-NorESM_regrid': cordex11_dir+'/CLMcom-ETH/pr_EUR-11_NCC-NorESM1-M_historical*.nc',## new
'HIRHAM-CNRM1_regrid': cordex11_dir+'/DMI/*_CNRM-CERFACS-CNRM-CM5*r1i1p1*_v1_*.nc',
'HIRHAM-CNRM2_regrid': cordex11_dir+'/DMI/*_CNRM-CERFACS-CNRM-CM5*r1i1p1*_v2_*.nc',
'HIRHAM-EC-EARTH1_regrid': cordex11_dir+'/DMI/*_ICHEC-EC-EARTH*r1i1p1*_v1_*.nc',
##'HIRHAM-EC-EARTH12_regrid': cordex11_dir+'/DMI/*_ICHEC-EC-EARTH/DMI-HIRHAM5/r12i1p1/*_v1_*.nc',
##'HIRHAM-EC-EARTH31_regrid': cordex11_dir+'/DMI/*_ICHEC-EC-EARTH/DMI-HIRHAM5/r3i1p1/*_v1_*.nc',
'HIRHAM-EC-EARTH32_regrid': cordex11_dir+'/DMI/*_ICHEC-EC-EARTH/DMI-HIRHAM5/r3i1p1/*_v2_*.nc',
'HIRHAM-HadGEM1_regrid': cordex11_dir+'/DMI/*_MOHC-HadGEM2-ES*_v1_*.nc',
'HIRHAM-HadGEM2_regrid': cordex11_dir+'/DMI/*_MOHC-HadGEM2-ES/DMI-HIRHAM5/r1i1p1/*_v2_*.nc',
'HIRHAM-NorESM2_regrid': cordex11_dir+'/DMI/*_NCC-NorESM1-M/DMI-HIRHAM5/r1i1p1/*_v2_*.nc',
'HIRHAM-NorESM3_regrid': cordex11_dir+'/DMI/*_NCC-NorESM1-M*_v3_*.nc',
'HIRAM-MPI_regrid': cordex11_dir + 'DMI_2/pr_EUR-11_MPI-M-MPI-ESM-LR_historical_*.nc',
'REMO-IPSL_regrid': cordex11_dir+'/GERICS/*_IPSL-IPSL-CM5A-LR*_v1_*.nc',
'REMO-NorESM_regrid': cordex11_dir+'/GERICS/*_NCC-NorESM1-M*_v1_*.nc',
'REMO-GFDL_regrid': cordex11_dir+'/GERICS/*_NOAA-GFDL-GFDL-ESM2G*_v1_*.nc',
'REMO-MPI2_regrid': cordex11_dir+'/GERICS_2/*_MPI-M-MPI-ESM-LR*r3i1p1*v1_*.nc',
##'REMO-MPI_regrid': cordex11_dir+'/MPI-CSC/*_MPI-M-MPI-ESM-LR/MPI-CSC-REMO2009/r1i1p1/*_v1_*.nc',
'RACMO-CNRM_regrid': cordex11_dir+'/KNMI/*_CNRM-CERFACS-CNRM-CM*_v2_*.nc',
'RACMO-EC-EARTH_regrid': cordex11_dir+'/KNMI/*_ICHEC-EC-EARTH*r1i1p1*_v1_*.nc',
##'RACMO-EC-EARTH12_regrid': cordex11_dir+'/KNMI/*_ICHEC-EC-EARTH*_v1_*.nc',
##'RACMO-EC-EARTH3_regrid': cordex11_dir+'/KNMI/*_ICHEC-EC-EARTH/KNMI-RACMO22E/r3i1p1/*_v1_*.nc',
'RACMO-HadGEM_regrid': cordex11_dir+'/KNMI/*_MOHC-HadGEM2-ES*_v2_*.nc',
'RACMO-NorESM_regrid': cordex11_dir+'/KNMI/*_NCC-NorESM1-M*_v1_*.nc',
'RACMO-IPSL_regrid': cordex11_dir + '/KNMI_2/*IPSL-CM5A-MR*r1i1p1*.nc', ## new
'RACMO-MPI_regrid': cordex11_dir + '/KNMI_2/*MPI-M-MPI-ESM-LR*r1i1p1*.nc', ## new
'RCA-CNRM_regrid': cordex11_dir+'/SMHI/*_CNRM-CERFACS-CNRM-CM5*_v1_*.nc',
'RCA-EC-EARTH_regrid': cordex11_dir+'/SMHI/*_ICHEC-EC-EARTH*r3i1p1*_v1_*.nc',
##'RCA-EC-EARTH3_regrid': cordex11_dir+'/SMHI/*_ICHEC-EC-EARTH/SMHI-RCA4/r3i1p1/*_v1_*.nc',
'RCA-IPSL_regrid': cordex11_dir+'/SMHI/*_IPSL-IPSL-CM5A-MR*_v1_*.nc',
'RCA-HadGEM_regrid': cordex11_dir+'/SMHI/*_MOHC-HadGEM2-ES*_v1_*.nc',
'RCA-MPI_regrid': cordex11_dir+'/SMHI/*_MPI-M-MPI-ESM-LR*_v1a_*.nc',
'RCA-NorESM_regrid': cordex11_dir+'/SMHI/*_NCC-NorESM1-M*_v1_*.nc',
'ALADIN-CNRM1_regrid': cordex11_dir+'/CNRM/*_CNRM-CERFACS-CNRM-CM5*_v1_*.nc',
'ALADIN-CNRM2_regrid': cordex11_dir+'/CNRM/*_CNRM-CERFACS-CNRM-CM5/CNRM-ALADIN63/r1i1p1/*_v2_*.nc',
'ALARO-CNRM_regrid': cordex11_dir+'/CNRM/*_CNRM-CERFACS-CNRM-CM5*_v1_*.nc',
'ALADIN-HadGEM2_regrid': cordex11_dir+'CNRM_2/pr_EUR-11_MOHC-HadGEM2-ES_historical_*.nc', ##new
'ALADIN-MPI_regrid': cordex11_dir + 'CNRM_2/pr_EUR-11_MPI-M-MPI-ESM-LR_historical*.nc', ##new
'WRF-CNRM_regrid': cordex11_dir+'IPSL/*CNRM-CERFACS-CNRM-CM5*r1i1p1*.nc', ##new
'WRF-IPSL_regrid': cordex11_dir+'IPSL/*IPSL-IPSL-CM5A-MR*r1i1p1*.nc', ##new
'WRF-NorESM_regrid': cordex11_dir+ 'IPSL/*NCC-NorESM1-M*r1i1p1*.nc', #new
'WRF-HadGEM2_regrid': cordex11_dir+ 'IPSL/pr_EUR-11_MOHC-HadGEM2-ES_historical_r1i1p1_IPSL-WRF381P_v1*.nc', # new
'MOHC_EC-EARTH_regrid': cordex11_dir+'MOHC/*ICHEC-EC-EARTH*r12i1p1*.nc', ##new
'MOHC_HadGEM2_regrid': cordex11_dir+'MOHC/*MOHC-HadGEM2-ES*r1i1p1*.nc', ##new
'RegCM-MPI_regrid': cordex11_dir + 'ICTP/*MPI*.nc', ## new
'RegCM_HadGEM2_regrid': cordex11_dir + 'ICTP/*HadGEM*.nc', ##new
# 'RegCM-MPI': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/EUR-11/historical/day/pr/ICTP/MPI-M-MPI-ESM-LR/ICTP-RegCM4-6/r1i1p1/pr*.nc',
# 'RegCM-HadGEM2': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/EUR-11/historical/day/pr/ICTP//MOHC-HadGEM2-ES/ICTP-RegCM4-6/r1i1p1/p*',
}
elif other == 'CORDEX-11_regrid_reduced':
cordex11_dir = '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/regridding_cordex12/'
runlist = {
'CCLM-MPI_regrid': cordex11_dir+'/CLMcom/*_MPI-M-MPI-ESM-LR*r1i1p1*.nc',
'CCLM-CNRM_regrid': cordex11_dir+'/CLMcom/*_CNRM-CERFACS-CNRM-CM5*r1i1p1*.nc',
'CCLM-EC-EARTH_regrid': cordex11_dir+'/CLMcom/*_ICHEC-EC-EARTH*r12i1p1*.nc',
'CCLM-HadGEM_regrid': cordex11_dir+'/CLMcom/*_MOHC-HadGEM2-ES*r1i1p1*.nc',
'CCLM-ETH-MPI_regrid': cordex11_dir+'/CLMcom-ETH/pr_EUR-11_MPI-M-MPI-ESM-LR_historical*.nc', ## new, r2 and r3 also exist
'CCLM-ETH-EC-Earth_regrid': cordex11_dir+'/CLMcom-ETH/pr_EUR-11_ICHEC-EC-EARTH_historical*.nc',## new
'HIRHAM-CNRM1_regrid': cordex11_dir+'/DMI/*_CNRM-CERFACS-CNRM-CM5*r1i1p1*_v1_*.nc',
'HIRHAM-EC-EARTH1_regrid': cordex11_dir+'/DMI/*_ICHEC-EC-EARTH*r1i1p1*_v1_*.nc',
'HIRHAM-HadGEM1_regrid': cordex11_dir+'/DMI/*_MOHC-HadGEM2-ES*_v1_*.nc',
'HIRAM-MPI_regrid': cordex11_dir + 'DMI_2/pr_EUR-11_MPI-M-MPI-ESM-LR_historical_*.nc',
'HIRHAM-CNRM2_regrid': cordex11_dir+'/DMI/*_CNRM-CERFACS-CNRM-CM5*r1i1p1*_v2_*.nc',
'HIRHAM-EC-EARTH32_regrid': cordex11_dir+'/DMI/*_ICHEC-EC-EARTH/DMI-HIRHAM5/r3i1p1/*_v2_*.nc',
'HIRHAM-HadGEM2_regrid': cordex11_dir+'/DMI/*_MOHC-HadGEM2-ES/DMI-HIRHAM5/r1i1p1/*_v2_*.nc',
'REMO-MPI2_regrid': cordex11_dir+'/GERICS_2/*_MPI-M-MPI-ESM-LR*r3i1p1*v1_*.nc',
'RACMO-CNRM_regrid': cordex11_dir+'/KNMI/*_CNRM-CERFACS-CNRM-CM*_v2_*.nc',
'RACMO-EC-EARTH_regrid': cordex11_dir+'/KNMI/*_ICHEC-EC-EARTH*r1i1p1*_v1_*.nc',
'RACMO-HadGEM_regrid': cordex11_dir+'/KNMI/*_MOHC-HadGEM2-ES*_v2_*.nc',
'RACMO-MPI_regrid': cordex11_dir + '/KNMI_2/*MPI-M-MPI-ESM-LR*r1i1p1*.nc', ## new
'RCA-CNRM_regrid': cordex11_dir+'/SMHI/*_CNRM-CERFACS-CNRM-CM5*_v1_*.nc',
'RCA-EC-EARTH_regrid': cordex11_dir+'/SMHI/*_ICHEC-EC-EARTH*r3i1p1*_v1_*.nc',
'RCA-HadGEM_regrid': cordex11_dir+'/SMHI/*_MOHC-HadGEM2-ES*_v1_*.nc',
'RCA-MPI_regrid': cordex11_dir+'/SMHI/*_MPI-M-MPI-ESM-LR*_v1a_*.nc',
'ALADIN-CNRM1_regrid': cordex11_dir+'/CNRM/*_CNRM-CERFACS-CNRM-CM5*_v1_*.nc',
'ALARO-CNRM_regrid': cordex11_dir+'/CNRM/*_CNRM-CERFACS-CNRM-CM5*_v1_*.nc',
'ALADIN-CNRM2_regrid': cordex11_dir+'/CNRM/*_CNRM-CERFACS-CNRM-CM5/CNRM-ALADIN63/r1i1p1/*_v2_*.nc',
'ALADIN-HadGEM2_regrid': cordex11_dir+'CNRM_2/pr_EUR-11_MOHC-HadGEM2-ES_historical_*.nc', ##new
'ALADIN-MPI_regrid': cordex11_dir + 'CNRM_2/pr_EUR-11_MPI-M-MPI-ESM-LR_historical*.nc', ##new
'WRF-CNRM_regrid': cordex11_dir+'IPSL/*CNRM-CERFACS-CNRM-CM5*r1i1p1*.nc', ##new
'WRF-HadGEM2_regrid': cordex11_dir+ 'IPSL/pr_EUR-11_MOHC-HadGEM2-ES_historical_r1i1p1_IPSL-WRF381P_v1*.nc', # new
'MOHC_EC-EARTH_regrid': cordex11_dir+'MOHC/*ICHEC-EC-EARTH*r12i1p1*.nc', ##new
'MOHC_HadGEM2_regrid': cordex11_dir+'MOHC/*MOHC-HadGEM2-ES*r1i1p1*.nc', ##new
'RegCM-MPI_regrid': cordex11_dir + 'ICTP/*MPI*.nc', ## new
'RegCM_HadGEM2_regrid': cordex11_dir + 'ICTP/*HadGEM*.nc', ##new
# 'RegCM-MPI': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/EUR-11/historical/day/pr/ICTP/MPI-M-MPI-ESM-LR/ICTP-RegCM4-6/r1i1p1/pr*.nc',
# 'RegCM-HadGEM2': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/EUR-11/historical/day/pr/ICTP//MOHC-HadGEM2-ES/ICTP-RegCM4-6/r1i1p1/p*',
}
elif other == 'RegCM':
runlist = {
# 'RegCM-MPI': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/EUR-11/historical/day/pr/ICTP/MPI-M-MPI-ESM-LR/ICTP-RegCM4-6/r1i1p1/pr*.nc',
# 'RegCM-HadGEM2': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX11/EUR-11/historical/day/pr/ICTP//MOHC-HadGEM2-ES/ICTP-RegCM4-6/r1i1p1/p*',
# 'RegCM-HadGEM_50km': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX50//pr/ICTP/MOHC-HadGEM2-ES/ICTP-RegCM4-3/r1i1p1/*_v1_*.nc', ####
'RCA-MIROC_50km': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/CORDEX50/pr/SMHI/MIROC-MIROC5/SMHI-RCA4/r1i1p1/*_v1_*.nc',
}
elif other == 'PRIMAVERA_orig':
member_dict = {#'MPI-ESM1-2-HR': ['r1i1p1f1',],
#'MPI-ESM1-2-XR': ['r1i1p1f1',],
#'HadGEM3-GC31-HM': ['r1i1p1f1', ],#'r1i2p1f1'],
#'HadGEM3-GC31-LL': ['r1i1p1f1',],# 'r1i2p1f1', 'r1i3p1f1', 'r1i4p1f1', 'r1i5p1f1', 'r1i6p1f1', 'r1i7p1f1', 'r1i8p1f1'],
#'CNRM-CM6-1-HR': ['r1i1p1f2',],
#'CNRM-CM6-1': ['r1i1p1f2',],
#'EC-Earth3P-HR': ['r1i1p2f1',], # one more member available on request
#'EC-Earth3P': ['r1i1p2f1',], # one more member available on request
#'ECMWF-IFS-LR': ['r6i1p1f1',], #['r1i1p1f1', 'r2i1p1f1', 'r3i1p1f1', 'r4i1p1f1', 'r5i1p1f1', 'r6i1p1f1', 'r7i1p1f1', 'r8i1p1f1',],
#'ECMWF-IFS-HR': ['r6i1p1f1',], #['r2i1p1f1', 'r3i1p1f1', 'r1i1p1f1', 'r2i1p1f1', 'r3i1p1f1', 'r4i1p1f1', 'r5i1p1f1', 'r6i1p1f1'],
#'CMCC-CM2-HR4': ['r1i1p1f1', ],
'CMCC-CM2-VHR4': ['r1i1p1f1', ],
}
institution_dict = {'MPI-ESM1-2-HR': 'MPI-M', 'MPI-ESM1-2-XR': 'MPI-M', 'HadGEM3-GC31-HM': 'MOHC', 'HadGEM3-GC31-LL': 'MOHC',
'CNRM-CM6-1-HR': 'CNRM-CERFACS', 'CNRM-CM6-1': 'CNRM-CERFACS', 'EC-Earth3P-HR': 'EC-Earth-Consortium',
'EC-Earth3P': 'EC-Earth-Consortium', 'ECMWF-IFS-LR': 'ECMWF', 'ECMWF-IFS-HR':'ECMWF'}
runlist = {}
for model in member_dict:
for member in member_dict[model]:
### ME: change pr to ta here
version = subprocess.check_output(['/home/users/croberts01/bin/primdata', '--latest_version', '--table','day', '--var','pr', '--exp', 'hist-1950', '--model', model, '--member', member])[:-1]
if 'CMCC' in model:
runlist['{}_{}'.format(model, member)] = '/gws/nopw/j04/primavera3/cache/sberthou/CMCC_daily/pr_{}_hist-1950_{}_gn_*.nc'.format(model, member)
else:
runlist['{}_{}'.format(model, member)] = primavera_path.format(institution_dict[model], model, member, version, model, member)
print runlist
elif other == 'PRIMAVERA': #regridded on CORDEX
prim_cordex_path = '/gws/nopw/j04/primavera3/cache/sberthou/pr_{}_{}_regridded_on_{}.nc'
cordex_grid = 'EUROCORDEX'
member_dict = {'MPI-ESM1-2-XR': ['r1i1p1f1',],
'HadGEM3-GC31-HM': ['r1i1p1f1', ],#'r1i2p1f1'],
'CNRM-CM6-1-HR': ['r1i1p1f2',],
'EC-Earth3P-HR': ['r1i1p2f1',], # one more member available on request
'ECMWF-IFS-HR': ['r1i1p1f1', ], #'r2i1p1f1', 'r3i1p1f1', 'r4i1p1f1', 'r5i1p1f1', 'r6i1p1f1'],
'CMCC-CM2-VHR4': ['r1i1p1f1',],
}
runlist = {}
for model in member_dict:
for member in member_dict[model]:
runlist['{}_{}_{}'.format(model, member, cordex_grid)] = prim_cordex_path.format(model, member, cordex_grid)
print runlist
elif other == 'PRIMAVERA_reduced':
prim_cordex_path = '/gws/nopw/j04/primavera3/cache/sberthou/pr_{}_{}_regridded_on_{}.nc'
cordex_grid = 'EUROCORDEX'
member_dict = {'MPI-ESM1-2-XR': ['r1i1p1f1',],
'HadGEM3-GC31-HM': ['r1i1p1f1', ],#'r1i2p1f1'],
'CNRM-CM6-1-HR': ['r1i1p1f2',],
'EC-Earth3P-HR': ['r1i1p2f1',], # one more member available on request
# 'ECMWF-IFS-HR': ['r1i1p1f1', ], #'r2i1p1f1', 'r3i1p1f1', 'r4i1p1f1', 'r5i1p1f1', 'r6i1p1f1'],
# 'CMCC-CM2-VHR4': ['r1i1p1f1',],
}
runlist = {}
for model in member_dict:
for member in member_dict[model]:
runlist['{}_{}_{}'.format(model, member, cordex_grid)] = prim_cordex_path.format(model, member, cordex_grid)
print runlist
elif other == 'CMIP5_reduced':
# Note, this is only used for the plotting in interface_plot_european...
# the processing was done on another machine at ETH by M. E. Demory
runlist = {# 'CanESM2': '', #not for BI,AL
'CNRM-CM5': '',
'CSIRO-Mk3-6-0': '',
'EC-EARTH': '',
#'EC-EARTH12': '',
'GFDL-ESM2G': '', #not for BI
#'GFDL-ESM2M': '', #not for BI
'HadGEM2-ES': '', #not for BI
'IPSL-CM5A-LR': '', #not for BI
#'IPSL-CM5A-MR': '', #not for BI
'MIROC5': '',
'MPI-ESM-LR': '',
#'MPI-ESM-LR2': '',
'NorESM1-M': '', #not for BI
}
elif other == 'CMIP5':
runlist = { 'ACCESS1-01': '', #not for BI
'ACCESS1-31': '', #not for BI
#'BNU-ESM': '', #not for AL,BI
'CCSM41': '',
'CESM1-BGC': '',
'CESM1-CAM5': '',
'CESM1-FASTCHEM1': '',
#'CMCC-CESM': '', #not for AL, BI, FR
'CMCC-CM': '',
'CMCC-CMS': '',
'CNRM-CM5': '',
'CSIRO-Mk3-6-0': '',
#'CSIRO-Mk3L-1-21': '',
#'CanCM41': '', #not for AL,BI
#'CanESM2': '', #not for AL,BI
'EC-EARTH': '',
#'FGOALS-g2': '', #not for AL,BI
#'GFDL-CM3': '', #pb to concatenate
'GFDL-ESM2G': '', #not for BI
'GFDL-ESM2M': '', #not for BI
'GISS-E2-H2': '', #not for BI
'GISS-E2-R': '', #not for BI
'HadCM3': '', #not for BI,MD,NEE
'HadGEM2-AO': '', #not for BI
'HadGEM2-CC': '', #not for BI
'HadGEM2-ES': '', #not for BI
'IPSL-CM5A-LR': '', #not for BI
'IPSL-CM5A-MR': '', #not for BI
'IPSL-CM5B-LR': '', #not for BI
# 'MIROC-ESM': '', #not for AL,BI
# 'MIROC-ESM-CHEM': '', #not for AL,BI
'MIROC4h': '',
'MIROC5': '',
'MPI-ESM-LR': '',
'MPI-ESM-MR': '',
'MPI-ESM-P': '',
'MRI-CGCM3': '',
'MRI-ESM1': '',
'NorESM1-M': '', #not for BI
#'bcc-csm1-1': '', #not for AL,BI
'bcc-csm1-1-m': '',
'inmcm4': '', #not for BI
}
else:
runlist = {
'eobs_cordex50':'/gws/nopw/j04/primavera3/cache/sberthou/E-OBS/rr_0.50deg_reg_v17.0_EUROCORDEX.nc'
#'eobs': '/group_workspaces/jasmin4/upscale/cache/demory/Segolene/E-OBS/rr_0.50deg_reg_v17.0.nc',
#country+'_cordex50':runlist_frequency[frequency][country+'_cordex50'],
}
return runlist, maskedreglist