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Copy pathLine_Graph_HistoricalDailyMonthly_Diff_plotprint.py
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Line_Graph_HistoricalDailyMonthly_Diff_plotprint.py
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"""
Created on Monday 13 June 2019
@author: s0899345
"""
import matplotlib.pyplot as plt
import iris
import iris.coord_categorisation as iriscc
import iris.plot as iplt
import iris.analysis.cartography
import numpy as np
import calendar
import cf_units
from cf_units import Unit
#this file is split into parts as follows:
#PART 1: load and format all past models
#PART 2: load observed data
#PART 3: format files to be plot specific for monthly plotting
#PART 4: re-baseline past files
#PART 5: print yearly data
def main():
#-------------------------------------------------------------------------
#PART 1: LOAD and FORMAT ALL PAST MODELS
CCCmaCanRCM_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_CCCma-CanESM2_historical_r1i1p1_CCCma-CanRCM4_r2_day_19710101-20001231.nc'
CCCmaSMHI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_CCCma-CanESM2_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CNRM_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
CNRMSMHI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CSIRO_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_CSIRO-QCCCE-CSIRO-Mk3-6-0_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
ICHECDMI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_ICHEC-EC-EARTH_historical_r3i1p1_DMI-HIRHAM5_v2_day_19710101-20001231.nc'
ICHECCCLM_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
ICHECKNMI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_ICHEC-EC-EARTH_historical_r1i1p1_KNMI-RACMO22T_v1_day_19710101-20001231.nc'
ICHECMPI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
ICHECSMHI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
IPSL_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_IPSL-IPSL-CM5A-MR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MIROC_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_MIROC-MIROC5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MOHCCCLM_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MOHCKNMI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_KNMI-RACMO22T_v2_day_19710101-20001231.nc'
MOHCSMHI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MPICCLM_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MPIREMO_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
MPISMHI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NCCSMHI_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_NCC-NorESM1-M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NOAA_tas = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tas/Historical_daily/tas_AFR-44_NOAA-GFDL-GFDL-ESM2M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CCCmaCanRCM_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_CCCma-CanESM2_historical_r1i1p1_CCCma-CanRCM4_r2_day_19710101-20001231.nc'
CCCmaSMHI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_CCCma-CanESM2_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CNRM_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
CNRMSMHI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CSIRO_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_CSIRO-QCCCE-CSIRO-Mk3-6-0_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
ICHECDMI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_ICHEC-EC-EARTH_historical_r3i1p1_DMI-HIRHAM5_v2_day_19710101-20001231.nc'
ICHECCCLM_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
ICHECKNMI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_ICHEC-EC-EARTH_historical_r1i1p1_KNMI-RACMO22T_v1_day_19710101-20001231.nc'
ICHECMPI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
ICHECSMHI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
IPSL_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_IPSL-IPSL-CM5A-MR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MIROC_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_MIROC-MIROC5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MOHCCCLM_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MOHCKNMI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_KNMI-RACMO22T_v2_day_19710101-20001231.nc'
MOHCSMHI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MPICCLM_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MPIREMO_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
MPISMHI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NCCSMHI_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_NCC-NorESM1-M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NOAA_tasmin = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmin/Historical_daily/tasmin_AFR-44_NOAA-GFDL-GFDL-ESM2M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CCCmaCanRCM_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_CCCma-CanESM2_historical_r1i1p1_CCCma-CanRCM4_r2_day_19710101-20001231.nc'
CCCmaSMHI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_CCCma-CanESM2_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CNRM_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
CNRMSMHI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CSIRO_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_CSIRO-QCCCE-CSIRO-Mk3-6-0_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
ICHECDMI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_ICHEC-EC-EARTH_historical_r3i1p1_DMI-HIRHAM5_v2_day_19710101-20001231.nc'
ICHECCCLM_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
ICHECKNMI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_ICHEC-EC-EARTH_historical_r1i1p1_KNMI-RACMO22T_v1_day_19710101-20001231.nc'
ICHECMPI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
ICHECSMHI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
IPSL_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_IPSL-IPSL-CM5A-MR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MIROC_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_MIROC-MIROC5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MOHCCCLM_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MOHCKNMI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_KNMI-RACMO22T_v2_day_19710101-20001231.nc'
MOHCSMHI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MPICCLM_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MPIREMO_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
MPISMHI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NCCSMHI_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_NCC-NorESM1-M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NOAA_tasmax = '/exports/csce/datastore/geos/users/s0899345/AFR_44_tasmax/Historical_daily/tasmax_AFR-44_NOAA-GFDL-GFDL-ESM2M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CCCmaCanRCM_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_CCCma-CanESM2_historical_r1i1p1_CCCma-CanRCM4_r2_day_19710101-20001231.nc'
CCCmaSMHI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_CCCma-CanESM2_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CNRM_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
CNRMSMHI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_CNRM-CERFACS-CNRM-CM5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
CSIRO_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_CSIRO-QCCCE-CSIRO-Mk3-6-0_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
ICHECDMI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_ICHEC-EC-EARTH_historical_r3i1p1_DMI-HIRHAM5_v2_day_19710101-20001231.nc'
ICHECCCLM_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
ICHECKNMI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_ICHEC-EC-EARTH_historical_r1i1p1_KNMI-RACMO22T_v1_day_19710101-20001231.nc'
ICHECMPI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
ICHECSMHI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_ICHEC-EC-EARTH_historical_r12i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
IPSL_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_IPSL-IPSL-CM5A-MR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MIROC_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_MIROC-MIROC5_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MOHCCCLM_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MOHCKNMI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_KNMI-RACMO22T_v2_day_19710101-20001231.nc'
MOHCSMHI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_MOHC-HadGEM2-ES_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
MPICCLM_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_CLMcom-CCLM4-8-17_v1_day_19710101-20001231.nc'
MPIREMO_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_MPI-CSC-REMO2009_v1_day_19710101-20001231.nc'
MPISMHI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_MPI-M-MPI-ESM-LR_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NCCSMHI_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_NCC-NorESM1-M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
NOAA_pr = '/exports/csce/datastore/geos/users/s0899345/AFR_44_pr/Historical_daily/pr_AFR-44_NOAA-GFDL-GFDL-ESM2M_historical_r1i1p1_SMHI-RCA4_v1_day_19710101-20001231.nc'
#Load exactly one cube from given file
CCCmaCanRCM_tas = iris.load_cube(CCCmaCanRCM_tas)
CCCmaSMHI_tas = iris.load_cube(CCCmaSMHI_tas)
CNRM_tas = iris.load_cube(CNRM_tas)
CNRMSMHI_tas = iris.load_cube(CNRMSMHI_tas)
CSIRO_tas = iris.load_cube(CSIRO_tas)
ICHECDMI_tas = iris.load_cube(ICHECDMI_tas, 'air_temperature')
ICHECCCLM_tas = iris.load_cube(ICHECCCLM_tas)
ICHECKNMI_tas = iris.load_cube(ICHECKNMI_tas)
ICHECMPI_tas = iris.load_cube(ICHECMPI_tas)
ICHECSMHI_tas = iris.load_cube(ICHECSMHI_tas)
IPSL_tas = iris.load_cube(IPSL_tas)
MIROC_tas = iris.load_cube(MIROC_tas)
MOHCCCLM_tas = iris.load_cube(MOHCCCLM_tas)
MOHCKNMI_tas = iris.load_cube(MOHCKNMI_tas)
MOHCSMHI_tas = iris.load_cube(MOHCSMHI_tas)
MPICCLM_tas = iris.load_cube(MPICCLM_tas)
MPIREMO_tas = iris.load_cube(MPIREMO_tas)
MPISMHI_tas = iris.load_cube(MPISMHI_tas)
NCCSMHI_tas = iris.load_cube(NCCSMHI_tas)
NOAA_tas = iris.load_cube(NOAA_tas)
CCCmaCanRCM_tasmin = iris.load_cube(CCCmaCanRCM_tasmin)
CCCmaSMHI_tasmin = iris.load_cube(CCCmaSMHI_tasmin)
CNRM_tasmin = iris.load_cube(CNRM_tasmin)
CNRMSMHI_tasmin = iris.load_cube(CNRMSMHI_tasmin)
CSIRO_tasmin = iris.load_cube(CSIRO_tasmin)
ICHECDMI_tasmin = iris.load_cube(ICHECDMI_tasmin, 'air_temperature')
ICHECCCLM_tasmin = iris.load_cube(ICHECCCLM_tasmin)
ICHECKNMI_tasmin = iris.load_cube(ICHECKNMI_tasmin)
ICHECMPI_tasmin = iris.load_cube(ICHECMPI_tasmin)
ICHECSMHI_tasmin = iris.load_cube(ICHECSMHI_tasmin)
IPSL_tasmin = iris.load_cube(IPSL_tasmin)
MIROC_tasmin = iris.load_cube(MIROC_tasmin)
MOHCCCLM_tasmin = iris.load_cube(MOHCCCLM_tasmin)
MOHCKNMI_tasmin = iris.load_cube(MOHCKNMI_tasmin)
MOHCSMHI_tasmin = iris.load_cube(MOHCSMHI_tasmin)
MPICCLM_tasmin = iris.load_cube(MPICCLM_tasmin)
MPIREMO_tasmin = iris.load_cube(MPIREMO_tasmin)
MPISMHI_tasmin = iris.load_cube(MPISMHI_tasmin)
NCCSMHI_tasmin = iris.load_cube(NCCSMHI_tasmin)
NOAA_tasmin = iris.load_cube(NOAA_tasmin)
CCCmaCanRCM_tasmax = iris.load_cube(CCCmaCanRCM_tasmax)
CCCmaSMHI_tasmax = iris.load_cube(CCCmaSMHI_tasmax)
CNRM_tasmax = iris.load_cube(CNRM_tasmax)
CNRMSMHI_tasmax = iris.load_cube(CNRMSMHI_tasmax)
CSIRO_tasmax = iris.load_cube(CSIRO_tasmax)
ICHECDMI_tasmax = iris.load_cube(ICHECDMI_tasmax, 'air_temperature')
ICHECCCLM_tasmax = iris.load_cube(ICHECCCLM_tasmax)
ICHECKNMI_tasmax = iris.load_cube(ICHECKNMI_tasmax)
ICHECMPI_tasmax = iris.load_cube(ICHECMPI_tasmax)
ICHECSMHI_tasmax = iris.load_cube(ICHECSMHI_tasmax)
IPSL_tasmax = iris.load_cube(IPSL_tasmax)
MIROC_tasmax = iris.load_cube(MIROC_tasmax)
MOHCCCLM_tasmax = iris.load_cube(MOHCCCLM_tasmax)
MOHCKNMI_tasmax = iris.load_cube(MOHCKNMI_tasmax)
MOHCSMHI_tasmax = iris.load_cube(MOHCSMHI_tasmax)
MPICCLM_tasmax = iris.load_cube(MPICCLM_tasmax)
MPIREMO_tasmax = iris.load_cube(MPIREMO_tasmax)
MPISMHI_tasmax = iris.load_cube(MPISMHI_tasmax)
NCCSMHI_tasmax = iris.load_cube(NCCSMHI_tasmax)
NOAA_tasmax = iris.load_cube(NOAA_tasmax)
CCCmaCanRCM_pr = iris.load_cube(CCCmaCanRCM_pr)
CCCmaSMHI_pr = iris.load_cube(CCCmaSMHI_pr)
CNRM_pr = iris.load_cube(CNRM_pr)
CNRMSMHI_pr = iris.load_cube(CNRMSMHI_pr)
CSIRO_pr = iris.load_cube(CSIRO_pr)
ICHECDMI_pr = iris.load_cube(ICHECDMI_pr, 'precipitation_flux')
ICHECCCLM_pr = iris.load_cube(ICHECCCLM_pr)
ICHECKNMI_pr = iris.load_cube(ICHECKNMI_pr)
ICHECMPI_pr = iris.load_cube(ICHECMPI_pr)
ICHECSMHI_pr = iris.load_cube(ICHECSMHI_pr)
IPSL_pr = iris.load_cube(IPSL_pr)
MIROC_pr = iris.load_cube(MIROC_pr)
MOHCCCLM_pr = iris.load_cube(MOHCCCLM_pr)
MOHCKNMI_pr = iris.load_cube(MOHCKNMI_pr)
MOHCSMHI_pr = iris.load_cube(MOHCSMHI_pr)
MPICCLM_pr = iris.load_cube(MPICCLM_pr)
MPIREMO_pr = iris.load_cube(MPIREMO_pr)
MPISMHI_pr = iris.load_cube(MPISMHI_pr)
NCCSMHI_pr = iris.load_cube(NCCSMHI_pr)
NOAA_pr = iris.load_cube(NOAA_pr)
#remove flat latitude and longitude and only use grid latitude and grid longitude to make consistent with the observed data, also make sure all of the longitudes are monotonic.
lats = iris.coords.DimCoord(CCCmaCanRCM_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CCCmaCanRCM_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CCCmaCanRCM_tas.remove_coord('latitude')
CCCmaCanRCM_tas.remove_coord('longitude')
CCCmaCanRCM_tas.remove_coord('grid_latitude')
CCCmaCanRCM_tas.remove_coord('grid_longitude')
CCCmaCanRCM_tas.add_dim_coord(lats, 1)
CCCmaCanRCM_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CCCmaSMHI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CCCmaSMHI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CCCmaSMHI_tas.remove_coord('latitude')
CCCmaSMHI_tas.remove_coord('longitude')
CCCmaSMHI_tas.remove_coord('grid_latitude')
CCCmaSMHI_tas.remove_coord('grid_longitude')
CCCmaSMHI_tas.add_dim_coord(lats, 1)
CCCmaSMHI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CNRM_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CNRM_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CNRM_tas.remove_coord('latitude')
CNRM_tas.remove_coord('longitude')
CNRM_tas.remove_coord('grid_latitude')
CNRM_tas.remove_coord('grid_longitude')
CNRM_tas.add_dim_coord(lats, 1)
CNRM_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CNRMSMHI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CNRMSMHI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CNRMSMHI_tas.remove_coord('latitude')
CNRMSMHI_tas.remove_coord('longitude')
CNRMSMHI_tas.remove_coord('grid_latitude')
CNRMSMHI_tas.remove_coord('grid_longitude')
CNRMSMHI_tas.add_dim_coord(lats, 1)
CNRMSMHI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CSIRO_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CSIRO_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CSIRO_tas.remove_coord('latitude')
CSIRO_tas.remove_coord('longitude')
CSIRO_tas.remove_coord('grid_latitude')
CSIRO_tas.remove_coord('grid_longitude')
CSIRO_tas.add_dim_coord(lats, 1)
CSIRO_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECDMI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECDMI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECDMI_tas.remove_coord('latitude')
ICHECDMI_tas.remove_coord('longitude')
ICHECDMI_tas.remove_coord('grid_latitude')
ICHECDMI_tas.remove_coord('grid_longitude')
ICHECDMI_tas.add_dim_coord(lats, 1)
ICHECDMI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECCCLM_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECCCLM_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECCCLM_tas.remove_coord('latitude')
ICHECCCLM_tas.remove_coord('longitude')
ICHECCCLM_tas.remove_coord('grid_latitude')
ICHECCCLM_tas.remove_coord('grid_longitude')
ICHECCCLM_tas.add_dim_coord(lats, 1)
ICHECCCLM_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECKNMI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECKNMI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECKNMI_tas.remove_coord('latitude')
ICHECKNMI_tas.remove_coord('longitude')
ICHECKNMI_tas.remove_coord('grid_latitude')
ICHECKNMI_tas.remove_coord('grid_longitude')
ICHECKNMI_tas.add_dim_coord(lats, 1)
ICHECKNMI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECMPI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECMPI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECMPI_tas.remove_coord('latitude')
ICHECMPI_tas.remove_coord('longitude')
ICHECMPI_tas.remove_coord('grid_latitude')
ICHECMPI_tas.remove_coord('grid_longitude')
ICHECMPI_tas.add_dim_coord(lats, 1)
ICHECMPI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECSMHI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECSMHI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECSMHI_tas.remove_coord('latitude')
ICHECSMHI_tas.remove_coord('longitude')
ICHECSMHI_tas.remove_coord('grid_latitude')
ICHECSMHI_tas.remove_coord('grid_longitude')
ICHECSMHI_tas.add_dim_coord(lats, 1)
ICHECSMHI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(IPSL_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = IPSL_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
IPSL_tas.remove_coord('latitude')
IPSL_tas.remove_coord('longitude')
IPSL_tas.remove_coord('grid_latitude')
IPSL_tas.remove_coord('grid_longitude')
IPSL_tas.add_dim_coord(lats, 1)
IPSL_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MIROC_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MIROC_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MIROC_tas.remove_coord('latitude')
MIROC_tas.remove_coord('longitude')
MIROC_tas.remove_coord('grid_latitude')
MIROC_tas.remove_coord('grid_longitude')
MIROC_tas.add_dim_coord(lats, 1)
MIROC_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCCCLM_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCCCLM_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCCCLM_tas.remove_coord('latitude')
MOHCCCLM_tas.remove_coord('longitude')
MOHCCCLM_tas.remove_coord('grid_latitude')
MOHCCCLM_tas.remove_coord('grid_longitude')
MOHCCCLM_tas.add_dim_coord(lats, 1)
MOHCCCLM_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCKNMI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCKNMI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCKNMI_tas.remove_coord('latitude')
MOHCKNMI_tas.remove_coord('longitude')
MOHCKNMI_tas.remove_coord('grid_latitude')
MOHCKNMI_tas.remove_coord('grid_longitude')
MOHCKNMI_tas.add_dim_coord(lats, 1)
MOHCKNMI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCSMHI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCSMHI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCSMHI_tas.remove_coord('latitude')
MOHCSMHI_tas.remove_coord('longitude')
MOHCSMHI_tas.remove_coord('grid_latitude')
MOHCSMHI_tas.remove_coord('grid_longitude')
MOHCSMHI_tas.add_dim_coord(lats, 1)
MOHCSMHI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPICCLM_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPICCLM_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPICCLM_tas.remove_coord('latitude')
MPICCLM_tas.remove_coord('longitude')
MPICCLM_tas.remove_coord('grid_latitude')
MPICCLM_tas.remove_coord('grid_longitude')
MPICCLM_tas.add_dim_coord(lats, 1)
MPICCLM_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPIREMO_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPIREMO_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPIREMO_tas.remove_coord('latitude')
MPIREMO_tas.remove_coord('longitude')
MPIREMO_tas.remove_coord('grid_latitude')
MPIREMO_tas.remove_coord('grid_longitude')
MPIREMO_tas.add_dim_coord(lats, 1)
MPIREMO_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPISMHI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPISMHI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPISMHI_tas.remove_coord('latitude')
MPISMHI_tas.remove_coord('longitude')
MPISMHI_tas.remove_coord('grid_latitude')
MPISMHI_tas.remove_coord('grid_longitude')
MPISMHI_tas.add_dim_coord(lats, 1)
MPISMHI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(NCCSMHI_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = NCCSMHI_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
NCCSMHI_tas.remove_coord('latitude')
NCCSMHI_tas.remove_coord('longitude')
NCCSMHI_tas.remove_coord('grid_latitude')
NCCSMHI_tas.remove_coord('grid_longitude')
NCCSMHI_tas.add_dim_coord(lats, 1)
NCCSMHI_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(NOAA_tas.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons= NOAA_tas.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
NOAA_tas.remove_coord('latitude')
NOAA_tas.remove_coord('longitude')
NOAA_tas.remove_coord('grid_latitude')
NOAA_tas.remove_coord('grid_longitude')
NOAA_tas.add_dim_coord(lats, 1)
NOAA_tas.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CCCmaCanRCM_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CCCmaCanRCM_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CCCmaCanRCM_tasmin.remove_coord('latitude')
CCCmaCanRCM_tasmin.remove_coord('longitude')
CCCmaCanRCM_tasmin.remove_coord('grid_latitude')
CCCmaCanRCM_tasmin.remove_coord('grid_longitude')
CCCmaCanRCM_tasmin.add_dim_coord(lats, 1)
CCCmaCanRCM_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CCCmaSMHI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CCCmaSMHI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CCCmaSMHI_tasmin.remove_coord('latitude')
CCCmaSMHI_tasmin.remove_coord('longitude')
CCCmaSMHI_tasmin.remove_coord('grid_latitude')
CCCmaSMHI_tasmin.remove_coord('grid_longitude')
CCCmaSMHI_tasmin.add_dim_coord(lats, 1)
CCCmaSMHI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CNRM_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CNRM_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CNRM_tasmin.remove_coord('latitude')
CNRM_tasmin.remove_coord('longitude')
CNRM_tasmin.remove_coord('grid_latitude')
CNRM_tasmin.remove_coord('grid_longitude')
CNRM_tasmin.add_dim_coord(lats, 1)
CNRM_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CNRMSMHI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CNRMSMHI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CNRMSMHI_tasmin.remove_coord('latitude')
CNRMSMHI_tasmin.remove_coord('longitude')
CNRMSMHI_tasmin.remove_coord('grid_latitude')
CNRMSMHI_tasmin.remove_coord('grid_longitude')
CNRMSMHI_tasmin.add_dim_coord(lats, 1)
CNRMSMHI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CSIRO_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CSIRO_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CSIRO_tasmin.remove_coord('latitude')
CSIRO_tasmin.remove_coord('longitude')
CSIRO_tasmin.remove_coord('grid_latitude')
CSIRO_tasmin.remove_coord('grid_longitude')
CSIRO_tasmin.add_dim_coord(lats, 1)
CSIRO_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECDMI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECDMI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECDMI_tasmin.remove_coord('latitude')
ICHECDMI_tasmin.remove_coord('longitude')
ICHECDMI_tasmin.remove_coord('grid_latitude')
ICHECDMI_tasmin.remove_coord('grid_longitude')
ICHECDMI_tasmin.add_dim_coord(lats, 1)
ICHECDMI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECCCLM_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECCCLM_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECCCLM_tasmin.remove_coord('latitude')
ICHECCCLM_tasmin.remove_coord('longitude')
ICHECCCLM_tasmin.remove_coord('grid_latitude')
ICHECCCLM_tasmin.remove_coord('grid_longitude')
ICHECCCLM_tasmin.add_dim_coord(lats, 1)
ICHECCCLM_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECKNMI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECKNMI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECKNMI_tasmin.remove_coord('latitude')
ICHECKNMI_tasmin.remove_coord('longitude')
ICHECKNMI_tasmin.remove_coord('grid_latitude')
ICHECKNMI_tasmin.remove_coord('grid_longitude')
ICHECKNMI_tasmin.add_dim_coord(lats, 1)
ICHECKNMI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECMPI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECMPI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECMPI_tasmin.remove_coord('latitude')
ICHECMPI_tasmin.remove_coord('longitude')
ICHECMPI_tasmin.remove_coord('grid_latitude')
ICHECMPI_tasmin.remove_coord('grid_longitude')
ICHECMPI_tasmin.add_dim_coord(lats, 1)
ICHECMPI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECSMHI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECSMHI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECSMHI_tasmin.remove_coord('latitude')
ICHECSMHI_tasmin.remove_coord('longitude')
ICHECSMHI_tasmin.remove_coord('grid_latitude')
ICHECSMHI_tasmin.remove_coord('grid_longitude')
ICHECSMHI_tasmin.add_dim_coord(lats, 1)
ICHECSMHI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(IPSL_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = IPSL_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
IPSL_tasmin.remove_coord('latitude')
IPSL_tasmin.remove_coord('longitude')
IPSL_tasmin.remove_coord('grid_latitude')
IPSL_tasmin.remove_coord('grid_longitude')
IPSL_tasmin.add_dim_coord(lats, 1)
IPSL_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MIROC_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MIROC_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MIROC_tasmin.remove_coord('latitude')
MIROC_tasmin.remove_coord('longitude')
MIROC_tasmin.remove_coord('grid_latitude')
MIROC_tasmin.remove_coord('grid_longitude')
MIROC_tasmin.add_dim_coord(lats, 1)
MIROC_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCCCLM_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCCCLM_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCCCLM_tasmin.remove_coord('latitude')
MOHCCCLM_tasmin.remove_coord('longitude')
MOHCCCLM_tasmin.remove_coord('grid_latitude')
MOHCCCLM_tasmin.remove_coord('grid_longitude')
MOHCCCLM_tasmin.add_dim_coord(lats, 1)
MOHCCCLM_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCKNMI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCKNMI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCKNMI_tasmin.remove_coord('latitude')
MOHCKNMI_tasmin.remove_coord('longitude')
MOHCKNMI_tasmin.remove_coord('grid_latitude')
MOHCKNMI_tasmin.remove_coord('grid_longitude')
MOHCKNMI_tasmin.add_dim_coord(lats, 1)
MOHCKNMI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCSMHI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCSMHI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCSMHI_tasmin.remove_coord('latitude')
MOHCSMHI_tasmin.remove_coord('longitude')
MOHCSMHI_tasmin.remove_coord('grid_latitude')
MOHCSMHI_tasmin.remove_coord('grid_longitude')
MOHCSMHI_tasmin.add_dim_coord(lats, 1)
MOHCSMHI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPICCLM_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPICCLM_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPICCLM_tasmin.remove_coord('latitude')
MPICCLM_tasmin.remove_coord('longitude')
MPICCLM_tasmin.remove_coord('grid_latitude')
MPICCLM_tasmin.remove_coord('grid_longitude')
MPICCLM_tasmin.add_dim_coord(lats, 1)
MPICCLM_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPIREMO_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPIREMO_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPIREMO_tasmin.remove_coord('latitude')
MPIREMO_tasmin.remove_coord('longitude')
MPIREMO_tasmin.remove_coord('grid_latitude')
MPIREMO_tasmin.remove_coord('grid_longitude')
MPIREMO_tasmin.add_dim_coord(lats, 1)
MPIREMO_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPISMHI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPISMHI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPISMHI_tasmin.remove_coord('latitude')
MPISMHI_tasmin.remove_coord('longitude')
MPISMHI_tasmin.remove_coord('grid_latitude')
MPISMHI_tasmin.remove_coord('grid_longitude')
MPISMHI_tasmin.add_dim_coord(lats, 1)
MPISMHI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(NCCSMHI_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = NCCSMHI_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
NCCSMHI_tasmin.remove_coord('latitude')
NCCSMHI_tasmin.remove_coord('longitude')
NCCSMHI_tasmin.remove_coord('grid_latitude')
NCCSMHI_tasmin.remove_coord('grid_longitude')
NCCSMHI_tasmin.add_dim_coord(lats, 1)
NCCSMHI_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(NOAA_tasmin.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons= NOAA_tasmin.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
NOAA_tasmin.remove_coord('latitude')
NOAA_tasmin.remove_coord('longitude')
NOAA_tasmin.remove_coord('grid_latitude')
NOAA_tasmin.remove_coord('grid_longitude')
NOAA_tasmin.add_dim_coord(lats, 1)
NOAA_tasmin.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CCCmaCanRCM_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CCCmaCanRCM_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CCCmaCanRCM_tasmax.remove_coord('latitude')
CCCmaCanRCM_tasmax.remove_coord('longitude')
CCCmaCanRCM_tasmax.remove_coord('grid_latitude')
CCCmaCanRCM_tasmax.remove_coord('grid_longitude')
CCCmaCanRCM_tasmax.add_dim_coord(lats, 1)
CCCmaCanRCM_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CCCmaSMHI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CCCmaSMHI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CCCmaSMHI_tasmax.remove_coord('latitude')
CCCmaSMHI_tasmax.remove_coord('longitude')
CCCmaSMHI_tasmax.remove_coord('grid_latitude')
CCCmaSMHI_tasmax.remove_coord('grid_longitude')
CCCmaSMHI_tasmax.add_dim_coord(lats, 1)
CCCmaSMHI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CNRM_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CNRM_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CNRM_tasmax.remove_coord('latitude')
CNRM_tasmax.remove_coord('longitude')
CNRM_tasmax.remove_coord('grid_latitude')
CNRM_tasmax.remove_coord('grid_longitude')
CNRM_tasmax.add_dim_coord(lats, 1)
CNRM_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CNRMSMHI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CNRMSMHI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CNRMSMHI_tasmax.remove_coord('latitude')
CNRMSMHI_tasmax.remove_coord('longitude')
CNRMSMHI_tasmax.remove_coord('grid_latitude')
CNRMSMHI_tasmax.remove_coord('grid_longitude')
CNRMSMHI_tasmax.add_dim_coord(lats, 1)
CNRMSMHI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(CSIRO_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = CSIRO_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
CSIRO_tasmax.remove_coord('latitude')
CSIRO_tasmax.remove_coord('longitude')
CSIRO_tasmax.remove_coord('grid_latitude')
CSIRO_tasmax.remove_coord('grid_longitude')
CSIRO_tasmax.add_dim_coord(lats, 1)
CSIRO_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECDMI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECDMI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECDMI_tasmax.remove_coord('latitude')
ICHECDMI_tasmax.remove_coord('longitude')
ICHECDMI_tasmax.remove_coord('grid_latitude')
ICHECDMI_tasmax.remove_coord('grid_longitude')
ICHECDMI_tasmax.add_dim_coord(lats, 1)
ICHECDMI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECCCLM_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECCCLM_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECCCLM_tasmax.remove_coord('latitude')
ICHECCCLM_tasmax.remove_coord('longitude')
ICHECCCLM_tasmax.remove_coord('grid_latitude')
ICHECCCLM_tasmax.remove_coord('grid_longitude')
ICHECCCLM_tasmax.add_dim_coord(lats, 1)
ICHECCCLM_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECKNMI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECKNMI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECKNMI_tasmax.remove_coord('latitude')
ICHECKNMI_tasmax.remove_coord('longitude')
ICHECKNMI_tasmax.remove_coord('grid_latitude')
ICHECKNMI_tasmax.remove_coord('grid_longitude')
ICHECKNMI_tasmax.add_dim_coord(lats, 1)
ICHECKNMI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECMPI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECMPI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECMPI_tasmax.remove_coord('latitude')
ICHECMPI_tasmax.remove_coord('longitude')
ICHECMPI_tasmax.remove_coord('grid_latitude')
ICHECMPI_tasmax.remove_coord('grid_longitude')
ICHECMPI_tasmax.add_dim_coord(lats, 1)
ICHECMPI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(ICHECSMHI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = ICHECSMHI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
ICHECSMHI_tasmax.remove_coord('latitude')
ICHECSMHI_tasmax.remove_coord('longitude')
ICHECSMHI_tasmax.remove_coord('grid_latitude')
ICHECSMHI_tasmax.remove_coord('grid_longitude')
ICHECSMHI_tasmax.add_dim_coord(lats, 1)
ICHECSMHI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(IPSL_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = IPSL_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
IPSL_tasmax.remove_coord('latitude')
IPSL_tasmax.remove_coord('longitude')
IPSL_tasmax.remove_coord('grid_latitude')
IPSL_tasmax.remove_coord('grid_longitude')
IPSL_tasmax.add_dim_coord(lats, 1)
IPSL_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MIROC_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MIROC_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MIROC_tasmax.remove_coord('latitude')
MIROC_tasmax.remove_coord('longitude')
MIROC_tasmax.remove_coord('grid_latitude')
MIROC_tasmax.remove_coord('grid_longitude')
MIROC_tasmax.add_dim_coord(lats, 1)
MIROC_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCCCLM_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCCCLM_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCCCLM_tasmax.remove_coord('latitude')
MOHCCCLM_tasmax.remove_coord('longitude')
MOHCCCLM_tasmax.remove_coord('grid_latitude')
MOHCCCLM_tasmax.remove_coord('grid_longitude')
MOHCCCLM_tasmax.add_dim_coord(lats, 1)
MOHCCCLM_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCKNMI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCKNMI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCKNMI_tasmax.remove_coord('latitude')
MOHCKNMI_tasmax.remove_coord('longitude')
MOHCKNMI_tasmax.remove_coord('grid_latitude')
MOHCKNMI_tasmax.remove_coord('grid_longitude')
MOHCKNMI_tasmax.add_dim_coord(lats, 1)
MOHCKNMI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MOHCSMHI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MOHCSMHI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MOHCSMHI_tasmax.remove_coord('latitude')
MOHCSMHI_tasmax.remove_coord('longitude')
MOHCSMHI_tasmax.remove_coord('grid_latitude')
MOHCSMHI_tasmax.remove_coord('grid_longitude')
MOHCSMHI_tasmax.add_dim_coord(lats, 1)
MOHCSMHI_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPICCLM_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPICCLM_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPICCLM_tasmax.remove_coord('latitude')
MPICCLM_tasmax.remove_coord('longitude')
MPICCLM_tasmax.remove_coord('grid_latitude')
MPICCLM_tasmax.remove_coord('grid_longitude')
MPICCLM_tasmax.add_dim_coord(lats, 1)
MPICCLM_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPIREMO_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPIREMO_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.
lons = iris.coords.DimCoord(lons, standard_name='longitude', units='degrees')
MPIREMO_tasmax.remove_coord('latitude')
MPIREMO_tasmax.remove_coord('longitude')
MPIREMO_tasmax.remove_coord('grid_latitude')
MPIREMO_tasmax.remove_coord('grid_longitude')
MPIREMO_tasmax.add_dim_coord(lats, 1)
MPIREMO_tasmax.add_dim_coord(lons, 2)
lats = iris.coords.DimCoord(MPISMHI_tasmax.coord('latitude').points[:,0], standard_name='latitude', units='degrees')
lons = MPISMHI_tasmax.coord('longitude').points[0]
for i in range(len(lons)):
if lons[i]>100.:
lons[i] = lons[i]-360.