Mean State

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Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.17
bcc-csm1-1 [-] 1.29 1.25 2.32 1.17 0.198 0.804 1.62 0.528 0.337 0.717 0.923 0.619 0.577
bcc-csm1-1-m [-] 1.30 1.27 2.34 1.17 0.200 0.808 1.46 0.534 0.325 0.735 0.927 0.608 0.576
BNU-ESM [-] 1.56 1.52 2.34 1.17 0.458 0.900 1.47 0.466 0.343 0.722 0.875 0.652 0.567
CanESM2 [-] 1.19 1.18 1.42 1.17 0.152 0.873 1.37 0.504 0.305 0.770 0.891 0.536 0.552
CESM1-BGC [-] 1.61 1.59 2.56 1.17 0.519 0.898 1.44 0.447 0.345 0.746 0.864 0.673 0.570
GFDL-ESM2G [-] 1.52 1.48 2.44 1.17 0.420 0.979 1.38 0.469 0.276 0.767 0.898 0.478 0.527
GFDL-ESM2M [-] 1.52 1.49 2.26 1.17 0.407 0.998 1.43 0.464 0.264 0.762 0.910 0.406 0.512
HadGEM2-CC [-] 1.49 1.47 2.06 1.17 0.386 0.841 1.26 0.480 0.351 0.770 0.896 0.654 0.584
HadGEM2-ES [-] 1.52 1.50 2.10 1.17 0.416 0.855 1.27 0.472 0.349 0.766 0.893 0.647 0.579
inmcm4 [-] 1.58 1.57 1.85 1.17 0.504 1.06 1.35 0.430 0.261 0.766 0.818 0.509 0.507
IPSL-CM5A-LR [-] 1.29 1.25 2.05 1.17 0.202 0.776 1.39 0.517 0.370 0.784 0.916 0.684 0.607
IPSL-CM5A-MR [-] 1.29 1.25 2.09 1.17 0.201 0.778 1.31 0.505 0.370 0.797 0.914 0.674 0.605
MeanCMIP5 [-] 1.49 1.46 2.60 1.17 0.369 0.658 1.22 0.545 0.452 0.799 0.931 0.538 0.620
MIROC-ESM [-] 1.55 1.55 1.75 1.17 0.532 1.01 1.48 0.437 0.339 0.738 0.834 0.636 0.554
MIROC-ESM-CHEM [-] 1.55 1.54 1.73 1.17 0.523 1.00 1.50 0.438 0.339 0.732 0.836 0.638 0.554
MPI-ESM-LR [-] 1.37 1.36 1.67 1.17 0.354 0.872 1.31 0.475 0.327 0.791 0.866 0.570 0.559
MRI-ESM1 [-] 1.35 1.34 2.11 1.17 0.251 0.801 1.51 0.565 0.350 0.731 0.903 0.661 0.593
NorESM1-M [-] 1.59 1.56 2.60 1.17 0.470 0.914 1.51 0.456 0.340 0.730 0.863 0.676 0.568
NorESM1-ME [-] 1.59 1.55 2.60 1.17 0.465 0.913 1.53 0.452 0.342 0.724 0.860 0.675 0.566
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 3.28
bcc-csm1-1 [-] 2.39 2.38 3.00 3.28 -0.876 1.49 2.40 0.196 0.159 0.622 0.971 0.477 0.431
bcc-csm1-1-m [-] 2.54 2.54 3.11 3.28 -0.718 1.50 2.44 0.230 0.137 0.598 0.971 0.483 0.426
BNU-ESM [-] 3.41 3.41 3.27 3.28 0.122 1.15 2.55 0.436 0.191 0.588 0.967 0.712 0.514
CanESM2 [-] 2.17 2.15 1.85 3.28 -1.10 1.87 2.20 0.198 0.101 0.674 0.903 0.452 0.405
CESM1-BGC [-] 3.61 3.62 3.47 3.28 0.333 1.09 2.81 0.418 0.200 0.524 0.989 0.753 0.514
GFDL-ESM2G [-] 2.76 2.75 3.11 3.28 -0.518 1.69 2.32 0.288 0.0730 0.645 0.942 0.442 0.411
GFDL-ESM2M [-] 2.69 2.69 2.49 3.28 -0.599 1.71 2.35 0.273 0.0698 0.638 0.963 0.278 0.382
HadGEM2-CC [-] 3.78 3.79 3.08 3.28 0.493 1.06 2.54 0.343 0.283 0.572 0.983 0.726 0.532
HadGEM2-ES [-] 3.80 3.81 3.09 3.28 0.511 1.06 2.70 0.343 0.280 0.543 0.988 0.725 0.527
inmcm4 [-] 4.28 4.31 3.43 3.28 1.01 1.70 2.46 0.229 0.143 0.605 0.891 0.647 0.443
IPSL-CM5A-LR [-] 3.10 3.09 3.20 3.28 -0.184 1.23 2.29 0.403 0.225 0.648 0.840 0.606 0.491
IPSL-CM5A-MR [-] 3.00 2.98 3.33 3.28 -0.275 1.37 2.04 0.337 0.210 0.697 0.711 0.610 0.463
MeanCMIP5 [-] 3.20 3.20 3.31 3.28 -0.0930 0.848 2.08 0.506 0.294 0.680 0.933 0.541 0.541
MIROC-ESM [-] 3.20 3.22 2.72 3.28 -0.0677 1.25 2.14 0.407 0.193 0.677 0.918 0.677 0.511
MIROC-ESM-CHEM [-] 3.20 3.21 2.72 3.28 -0.0720 1.23 2.05 0.409 0.194 0.689 0.930 0.691 0.518
MPI-ESM-LR [-] 2.93 2.94 1.82 3.28 -0.315 1.47 2.28 0.337 0.130 0.651 0.861 0.481 0.432
MRI-ESM1 [-] 3.48 3.49 3.00 3.28 0.188 0.917 2.95 0.572 0.236 0.500 0.988 0.782 0.552
NorESM1-M [-] 3.50 3.50 3.39 3.28 0.216 1.06 2.70 0.432 0.201 0.543 0.985 0.756 0.520
NorESM1-ME [-] 3.52 3.52 3.38 3.28 0.229 1.06 2.75 0.432 0.202 0.531 0.985 0.754 0.518

Temporally integrated period mean

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

Relationships

Download Data
Precipitation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
bcc-csm1-1 [-] 0.179 0.182 0.902 0.836 0.869
bcc-csm1-1-m [-] 0.181 0.211 0.821 0.840 0.831
BNU-ESM [-] 0.287 0.276 0.800 0.668 0.734
CanESM2 [-] 0.218 0.221 0.770 0.874 0.822
CESM1-BGC [-] 0.280 0.287 0.727 0.646 0.687
GFDL-ESM2G [-] 0.215 0.314 0.791 0.691 0.741
GFDL-ESM2M [-] 0.221 0.299 0.801 0.705 0.753
HadGEM2-CC [-] 0.261 0.408 0.722 0.673 0.698
HadGEM2-ES [-] 0.277 0.399 0.710 0.673 0.692
inmcm4 [-] 0.259 0.346 0.641 0.586 0.614
IPSL-CM5A-LR [-] 0.233 0.304 0.781 0.752 0.766
IPSL-CM5A-MR [-] 0.233 0.276 0.797 0.768 0.782
MeanCMIP5 [-] 0.231 0.266 0.751 0.729 0.740
MIROC-ESM [-] 0.252 0.293 0.709 0.656 0.683
MIROC-ESM-CHEM [-] 0.247 0.288 0.707 0.658 0.683
MPI-ESM-LR [-] 0.238 0.283 0.716 0.741 0.728
MRI-ESM1 [-] 0.203 0.241 0.832 0.751 0.792
NorESM1-M [-] 0.258 0.315 0.723 0.652 0.688
NorESM1-ME [-] 0.254 0.313 0.724 0.652 0.688
Download Data
Precipitation Hellinger Distance [1]
SurfaceAirTemperature Hellinger Distance [1]
Precipitation RMSE Score [1]
SurfaceAirTemperature RMSE Score [1]
Overall Score [1]
bcc-csm1-1 [-] 0.406 0.392 0.861 0.811 0.836
bcc-csm1-1-m [-] 0.483 0.498 0.881 0.797 0.839
BNU-ESM [-] 0.356 0.364 0.807 0.852 0.830
CanESM2 [-] 0.435 0.430 0.851 0.797 0.824
CESM1-BGC [-] 0.449 0.374 0.792 0.827 0.809
GFDL-ESM2G [-] 0.440 0.375 0.872 0.878 0.875
GFDL-ESM2M [-] 0.443 0.378 0.883 0.845 0.864
HadGEM2-CC [-] 0.380 0.514 0.802 0.860 0.831
HadGEM2-ES [-] 0.378 0.504 0.804 0.879 0.842
inmcm4 [-] 0.321 0.490 0.681 0.643 0.662
IPSL-CM5A-LR [-] 0.381 0.389 0.765 0.949 0.857
IPSL-CM5A-MR [-] 0.426 0.411 0.787 0.932 0.860
MeanCMIP5 [-] 0.442 0.291 0.883 0.913 0.898
MIROC-ESM [-] 0.437 0.357 0.842 0.825 0.833
MIROC-ESM-CHEM [-] 0.432 0.351 0.832 0.833 0.832
MPI-ESM-LR [-] 0.425 0.368 0.861 0.916 0.888
MRI-ESM1 [-] 0.325 0.351 0.844 0.843 0.843
NorESM1-M [-] 0.375 0.353 0.805 0.837 0.821
NorESM1-ME [-] 0.350 0.369 0.799 0.840 0.820

Precipitation/GPCP2

Data not available
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SurfaceAirTemperature/CRU

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All Models

Benchmark
Data not available
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bcc-csm1-1
Data not available
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bcc-csm1-1-m
Data not available
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BNU-ESM
Data not available
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CanESM2
Data not available
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CESM1-BGC
Data not available
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GFDL-ESM2G
Data not available
Data not available
GFDL-ESM2M
Data not available
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HadGEM2-CC
Data not available
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HadGEM2-ES
Data not available
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inmcm4
Data not available
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IPSL-CM5A-LR
Data not available
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IPSL-CM5A-MR
Data not available
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MeanCMIP5
Data not available
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MIROC-ESM
Data not available
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MIROC-ESM-CHEM
Data not available
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MPI-ESM-LR
Data not available
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MRI-ESM1
Data not available
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NorESM1-M
Data not available
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NorESM1-ME
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Data Information

  Title:
derived GLEAM ET in 0.5x0.5

  Source_file:
This product is generated from monthly GLEAM ET in 0.25x0.25 observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Mon Jun 30 15:54:17 PDT 2014

  Approach:
I simply read et from the raw data files. Meanwhile I converted the original unit to the standard one (mm/day --> Kg/m2/s), binned the original 0.25 degree to the final 0.5 degree resolution and also converted the daily to the monthly, and saved the final file in netcdf format by the month and the year. Derived Data Code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-et-gleam.ncl

  Temporal resolution:
monthly

  General information:
This product was derived from GLEAM V2A daily 0.25 degree dataset.

  Spatial resolution:
0.5x0.5 degree