Mean State

Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 287.
CABLE-POP [-] 287. 287. 287. 289. -0.121 1.46 0.279 0.788 0.863 0.970 1.00 0.897
CARDAMOM [-] 287. 287. 287. 289. 0.0230 1.48 0.338 0.777 0.850 0.963 1.00 0.888
CLASSIC [-] 287. 287. 287. 284. 0.0864 1.38 0.343 0.787 0.850 0.963 1.00 0.890
CliMA-Land [-] 287. 287. 287. 289. -0.00432 1.28 0.334 0.790 0.862 0.963 1.00 0.895
CLM6.0 [-] 286. 286. 287. 292. -0.764 1.83 0.416 0.743 0.807 0.955 0.995 0.861
DLEM [-] 287. 287. 287. 290. 0.0971 1.27 0.323 0.802 0.859 0.965 0.999 0.897
ED [-] 287. 287. 287. 290. 0.354 1.32 0.267 0.782 0.875 0.971 0.997 0.900
ELM [-] 286. 286. 287. 292. -1.38 2.21 0.398 0.691 0.790 0.957 0.996 0.845
IBIS [-] 288. 288. 287. 285. 0.130 1.23 0.310 0.805 0.866 0.966 1.00 0.901
iMAPLE [-] 287. 287. 287. 0.144 1.22 0.314 0.796 0.862 0.966 1.00 0.897
ISAM [-] 287. 287. 287. 286. 0.157 1.23 0.307 0.804 0.866 0.966 1.00 0.900
JSBACH [-] 287. 287. 287. 290. 0.348 1.61 0.320 0.754 0.855 0.966 1.00 0.886
JULES [-] 287. 287. 287. 289. 0.0180 1.27 0.306 0.809 0.863 0.967 0.999 0.900
LPJml [-] 287. 287. 287. 290. 0.0971 1.27 0.323 0.802 0.859 0.965 0.999 0.897
LPJwsl [-] 287. 287. 287. 290. 0.101 1.31 0.310 0.806 0.859 0.967 1.00 0.898
LPX [-] 287. 287. 287. 286. 0.111 1.25 0.323 0.802 0.861 0.965 1.00 0.898
OCN [-] 286. 286. 287. 290. -0.212 1.61 0.343 0.786 0.842 0.964 1.00 0.887
ORCHIDEE [-] 287. 287. 287. 290. 0.0971 1.26 0.321 0.802 0.859 0.965 0.999 0.897
SDGVM [-] 287. 287. 287. 286. 0.104 1.49 0.340 0.775 0.850 0.963 1.00 0.888
VISIT [-] 287. 287. 287. 286. 0.122 1.23 0.306 0.806 0.867 0.967 1.00 0.901
VISIT-UT [-] -259. -259. 287. 286. -546. 546. 0.306 2.52e-14 0.867 0.967 0.00339 0.541

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
Data not available
SEASONAL CYCLE SCORE
Data not available
Data not available

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
Data not available

All Models

Benchmark
Data not available
Data not available
CABLE-POP
Data not available
Data not available
CARDAMOM
Data not available
Data not available
CLASSIC
Data not available
Data not available
CliMA-Land
Data not available
Data not available
CLM6.0
Data not available
Data not available
DLEM
Data not available
Data not available
ED
Data not available
Data not available
ELM
Data not available
Data not available
IBIS
Data not available
Data not available
iMAPLE
Data not available
Data not available
ISAM
Data not available
Data not available
JSBACH
Data not available
Data not available
JULES
Data not available
Data not available
LPJml
Data not available
Data not available
LPJwsl
Data not available
Data not available
LPX
Data not available
Data not available
OCN
Data not available
Data not available
ORCHIDEE
Data not available
Data not available
SDGVM
Data not available
Data not available
VISIT
Data not available
Data not available
VISIT-UT
Data not available
Data not available

Data Information

  Institution:
European Centre for Medium-Range Weather Forecasts

  History:
Fri Jun 13 18:29:18 2025: cdo -O settaxis,1979-01-01,00:00,1mon -setcalendar,365_day /scratch/renatob/tmp_era5/tmp.56skuPsyEz/t2m_monmean.nc ./output_cdo_ilamb_forcing_cdo/t2m/era5_t2m_mon_1979-2024.nc Fri Jun 13 18:27:07 2025: cdo -O monmean /scratch/renatob/tmp_era5/tmp.56skuPsyEz/t2m_hourly.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/t2m_monmean.nc Fri Jun 13 18:23:12 2025: cdo -O cat /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1979_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1980_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1981_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1982_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1983_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1984_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1985_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1986_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1987_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1988_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1989_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1990_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1991_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1992_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1993_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1994_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1995_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1996_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1997_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1998_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1999_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2000_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2001_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2002_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2003_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2004_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2005_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2006_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2007_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2008_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2009_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2010_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2011_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2012_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2013_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2014_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2015_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2016_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2017_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2018_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2019_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2020_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2021_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2022_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2023_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_2024_1.0x1.0_t2m.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/t2m_hourly.nc Fri Jun 13 18:08:54 2025: cdo -O -select,name=t2m /net/sampo/data1/era5/forty_yrs_era5_land_forcing_data/forty_yrs_era5_land_forcing_data_artifact/era5_1979_1.0x1.0.nc /scratch/renatob/tmp_era5/tmp.56skuPsyEz/era5_1979_1.0x1.0_t2m.nc 2024-11-12T00:09 GRIB to CDM+CF via cfgrib-0.9.14.1/ecCodes-2.36.0 with {"source": "data.grib", "filter_by_keys": {"stream": ["oper"]}, "encode_cf": ["parameter", "time", "geography", "vertical"]}
Modified by CliMA for use in ClimaLand models (see era5_land_forcing_data2008 folder in ClimaArtifacts for full changes)

  Conventions:
CF-1.7

  Cdi:
Climate Data Interface version 2.5.0 (https://mpimet.mpg.de/cdi)

  Grib_centre:
ecmf

  Grib_centredescription:
European Centre for Medium-Range Weather Forecasts

  Grib_subcentre:
0

  Frequency:
mon

  Cdo:
Climate Data Operators version 2.5.0 (https://mpimet.mpg.de/cdo)