Mean State

Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.54
CABLE-POP [-] 2.17 2.17 2.42 3.24 -0.244 0.776 0.819 0.749 0.762 0.894 0.939 0.821
CARDAMOM [-] 2.34 2.34 2.55 2.42 -0.211 0.844 0.799 0.749 0.748 0.895 0.943 0.816
CLASSIC [-] 2.31 2.31 2.54 2.70 -0.225 0.793 0.803 0.751 0.761 0.893 0.951 0.823
CliMA-Land [-] 2.19 2.19 2.40 3.23 -0.210 0.784 0.867 0.747 0.744 0.887 0.939 0.812
CLM6.0 [-] 2.29 2.29 2.51 3.32 -0.219 0.808 0.860 0.738 0.757 0.886 0.945 0.816
DLEM [-] 2.26 2.26 2.49 3.12 -0.229 0.781 0.819 0.752 0.760 0.892 0.949 0.823
ED [-] 0.183 0.183 2.44 3.19 -2.26 2.64 0.811 0.268 0.531 0.895 0.0196 0.449
ELM [-] 2.29 2.29 2.51 3.21 -0.224 0.826 0.866 0.736 0.753 0.884 0.946 0.814
IBIS [-] 2.23 2.23 2.48 2.90 -0.247 0.761 0.782 0.755 0.767 0.898 0.947 0.827
iMAPLE [-] 2.19 2.19 2.44 3.19 -0.244 0.746 0.795 0.756 0.770 0.898 0.944 0.827
ISAM [-] 2.22 2.22 2.47 2.98 -0.252 0.762 0.783 0.754 0.765 0.898 0.947 0.826
ISBA-CTRIP [-] 2.17 2.17 2.54 2.78 -0.374 0.996 0.856 0.688 0.719 0.883 0.949 0.791
JSBACH [-] 2.17 2.17 2.41 3.38 -0.234 0.773 0.844 0.746 0.763 0.893 0.941 0.821
JULES [-] 2.26 2.26 2.49 3.12 -0.233 0.776 0.817 0.751 0.763 0.894 0.949 0.824
LPJml [-] 2.26 2.26 2.49 3.12 -0.233 0.776 0.817 0.751 0.763 0.894 0.949 0.824
LPJwsl [-] 2.19 2.19 2.45 3.18 -0.256 0.762 0.800 0.750 0.766 0.896 0.947 0.825
LPX [-] 2.26 2.26 2.51 2.89 -0.249 0.783 0.785 0.749 0.763 0.896 0.950 0.824
OCN [-] 2.23 2.23 2.46 3.23 -0.233 0.802 0.835 0.747 0.755 0.888 0.943 0.818
ORCHIDEE [-] 2.26 2.26 2.49 3.12 -0.233 0.776 0.817 0.751 0.763 0.894 0.949 0.824
SDGVM [-] 2.31 2.31 2.50 2.93 -0.196 0.813 0.809 0.749 0.753 0.890 0.950 0.819
VISIT [-] 2.20 2.20 2.46 3.02 -0.259 0.761 0.769 0.752 0.767 0.899 0.945 0.826
VISIT-UT [-] 2.20 2.20 2.46 3.02 -0.260 0.761 0.769 0.752 0.767 0.899 0.945 0.826

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
ISBA-CTRIP
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 18:28:47 2025: cdo -O settaxis,1979-01-01,00:00,1mon -setcalendar,365_day /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/mtpr_monmean.nc ./output_cdo_ilamb_forcing_cdo/mtpr/era5_mtpr_mon_1979-2024.nc Fri Jun 13 18:26:31 2025: cdo -O monmean /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/mtpr_hourly.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/mtpr_monmean.nc Fri Jun 13 18:22:39 2025: cdo -O cat /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1979_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1980_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1981_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1982_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1983_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1984_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1985_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1986_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1987_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1988_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1989_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1990_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1991_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1992_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1993_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1994_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1995_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1996_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1997_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1998_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_1999_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2000_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2001_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2002_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2003_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2004_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2005_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2006_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2007_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2008_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2009_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2010_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2011_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2012_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2013_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2014_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2015_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2016_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2017_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2018_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2019_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2020_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2021_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2022_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2023_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/era5_2024_1.0x1.0_mtpr.nc /scratch/renatob/tmp_era5/tmp.7spgDjsIl6/mtpr_hourly.nc Fri Jun 13 18:08:54 2025: cdo -O -select,name=mtpr /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.7spgDjsIl6/era5_1979_1.0x1.0_mtpr.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)