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 [-] 2.61
CanESM5 [-] 3.68 3.08 2.60 4.33 2.79 0.478 0.836 2.13 0.473 0.483 0.725 0.982 0.629
E3SMv3 default [-] 3.08 3.06 2.60 3.87 4.87 0.454 0.773 2.47 0.555 0.529 0.611 0.918 0.628
E3SMv3 highECS [-] 3.12 3.10 2.60 3.88 4.87 0.493 0.808 2.23 0.562 0.521 0.639 0.841 0.617
E3SMv3 lowECS [-] 2.87 2.85 2.60 3.51 4.87 0.250 0.822 2.69 0.521 0.480 0.523 0.722 0.545
IPSL-CM6A-LR [-] 3.52 2.93 2.60 4.14 2.79 0.330 0.852 3.11 0.601 0.426 0.458 0.756 0.533
MIROC-ES2L [-] 3.95 3.60 2.60 4.31 2.79 0.996 1.17 2.02 0.292 0.533 0.637 0.948 0.589
NorESM2-LM [-] 3.16 2.29 2.60 4.11 2.79 -0.311 0.775 2.41 0.446 0.512 0.592 0.887 0.589
UKESM1-0-LL [-] 3.60 2.65 2.60 4.62 2.82 0.0478 0.680 1.97 0.646 0.487 0.751 0.991 0.672
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 [-] 4.13
CanESM5 [-] 4.38 4.19 4.13 4.47 0.0633 0.690 3.00 0.450 0.457 0.501 0.532 0.479
E3SMv3 default [-] 4.06 3.99 4.11 4.28 4.82 -0.111 0.558 2.29 0.471 0.556 0.627 0.858 0.613
E3SMv3 highECS [-] 3.92 3.85 4.11 4.18 4.82 -0.255 0.603 2.40 0.433 0.548 0.596 0.896 0.604
E3SMv3 lowECS [-] 3.67 3.57 4.11 4.00 4.82 -0.532 0.753 2.27 0.335 0.530 0.635 0.948 0.596
IPSL-CM6A-LR [-] 4.07 3.46 4.13 4.31 -0.664 0.969 3.06 0.280 0.447 0.498 0.990 0.533
MIROC-ES2L [-] 4.35 4.42 4.13 4.34 0.296 0.738 2.60 0.438 0.461 0.573 0.630 0.513
NorESM2-LM [-] 4.28 3.85 4.13 4.45 -0.277 0.718 2.51 0.410 0.498 0.586 0.863 0.571
UKESM1-0-LL [-] 4.61 4.01 4.13 4.85 -0.118 0.660 2.43 0.466 0.475 0.604 0.818 0.568
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 [-] 1.35
CanESM5 [-] 1.74 1.60 1.36 2.82 0.874 0.246 0.729 1.33 0.548 0.488 0.754 0.961 0.648
E3SMv3 default [-] 1.57 1.55 1.35 2.15 2.43 0.199 0.549 1.14 0.626 0.580 0.779 0.975 0.708
E3SMv3 highECS [-] 1.60 1.57 1.35 2.19 2.43 0.224 0.545 1.10 0.624 0.594 0.783 0.975 0.714
E3SMv3 lowECS [-] 1.52 1.50 1.35 2.07 2.43 0.151 0.570 1.14 0.597 0.572 0.770 0.969 0.696
IPSL-CM6A-LR [-] 1.73 1.58 1.36 2.87 0.944 0.228 0.617 1.38 0.625 0.527 0.698 0.969 0.669
MIROC-ES2L [-] 2.07 1.97 1.36 2.87 0.874 0.615 0.868 1.27 0.437 0.556 0.754 0.931 0.647
NorESM2-LM [-] 1.55 1.40 1.36 2.71 0.944 0.0451 0.590 1.23 0.593 0.567 0.754 0.972 0.691
UKESM1-0-LL [-] 1.66 1.51 1.36 2.89 0.897 0.152 0.558 1.06 0.629 0.572 0.795 0.972 0.708
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 [-] 0.863
CanESM5 [-] 0.854 0.835 0.862 0.877 1.22 -0.0263 0.494 0.715 0.836 0.650 0.921 0.979 0.807
E3SMv3 default [-] 0.866 0.867 0.864 0.863 0.771 0.00276 0.347 0.471 0.872 0.740 0.965 0.988 0.861
E3SMv3 highECS [-] 0.931 0.929 0.864 0.959 0.771 0.0655 0.338 0.484 0.866 0.755 0.964 0.989 0.866
E3SMv3 lowECS [-] 0.824 0.825 0.864 0.809 0.771 -0.0386 0.344 0.464 0.873 0.740 0.966 0.981 0.860
IPSL-CM6A-LR [-] 1.02 0.901 0.862 1.16 1.20 0.0389 0.366 0.654 0.875 0.741 0.937 0.987 0.856
MIROC-ES2L [-] 1.17 1.14 0.862 1.21 1.22 0.276 0.531 0.708 0.751 0.693 0.925 0.898 0.792
NorESM2-LM [-] 0.880 0.697 0.862 1.11 1.20 -0.166 0.519 0.696 0.805 0.650 0.929 0.976 0.802
UKESM1-0-LL [-] 0.956 0.819 0.862 1.13 1.23 -0.0431 0.406 0.615 0.864 0.703 0.931 0.986 0.837
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 [-] 3.69
CanESM5 [-] 3.08 3.05 3.69 3.74 -0.641 1.36 2.27 0.325 0.217 0.653 0.964 0.475
E3SMv3 default [-] 3.69 3.69 3.68 3.56 5.01 0.00757 0.649 2.82 0.600 0.409 0.512 0.995 0.585
E3SMv3 highECS [-] 3.65 3.65 3.68 3.52 5.01 -0.0365 0.623 2.74 0.602 0.411 0.523 0.995 0.589
E3SMv3 lowECS [-] 3.33 3.33 3.68 3.23 5.01 -0.354 0.772 2.65 0.457 0.354 0.554 0.976 0.539
IPSL-CM6A-LR [-] 3.69 3.68 3.69 3.96 -0.0112 0.719 3.18 0.578 0.348 0.436 0.970 0.536
MIROC-ES2L [-] 4.53 4.55 3.69 4.13 0.864 1.03 2.27 0.255 0.495 0.636 0.933 0.563
NorESM2-LM [-] 3.36 3.33 3.69 3.93 -0.361 0.688 2.32 0.385 0.538 0.616 0.534 0.522
UKESM1-0-LL [-] 3.81 3.79 3.69 4.24 0.0984 0.724 2.00 0.509 0.424 0.674 0.986 0.603
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 [-] 1.07
CanESM5 [-] 1.58 1.17 1.06 2.09 1.38 0.107 0.621 0.915 0.771 0.615 0.876 0.958 0.767
E3SMv3 default [-] 1.21 1.17 1.06 1.83 1.89 0.113 0.470 0.523 0.790 0.708 0.956 0.977 0.828
E3SMv3 highECS [-] 1.27 1.23 1.06 1.92 1.89 0.164 0.464 0.517 0.784 0.724 0.957 0.978 0.833
E3SMv3 lowECS [-] 1.17 1.13 1.06 1.76 1.89 0.0705 0.460 0.511 0.796 0.711 0.958 0.970 0.829
IPSL-CM6A-LR [-] 1.77 1.21 1.06 2.47 1.36 0.147 0.517 0.763 0.793 0.682 0.915 0.970 0.808
MIROC-ES2L [-] 1.96 1.55 1.06 2.47 1.38 0.488 0.761 0.848 0.647 0.639 0.887 0.916 0.746
NorESM2-LM [-] 1.65 1.01 1.06 2.43 1.36 -0.0508 0.595 0.783 0.772 0.627 0.905 0.971 0.780
UKESM1-0-LL [-] 1.72 1.12 1.06 2.46 1.45 0.0578 0.507 0.737 0.812 0.677 0.901 0.976 0.809

Temporally integrated period mean

BENCHMARK MEAN
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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 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|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.615 0.539 0.587 0.668 0.628
E3SMv3 default [-] 0.671 0.749 0.908 0.796 0.852
E3SMv3 highECS [-] 0.673 0.747 0.914 0.784 0.849
E3SMv3 lowECS [-] 0.650 0.710 0.907 0.851 0.879
IPSL-CM6A-LR [-] 0.638 0.647 0.578 0.707 0.643
MIROC-ES2L [-] 0.635 0.500 0.544 0.556 0.550
NorESM2-LM [-] 0.624 0.626 0.639 0.778 0.708
UKESM1-0-LL [-] 0.652 0.572 0.609 0.729 0.669
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.663 0.720 0.908 0.932 0.920
E3SMv3 default [-] 0.663 0.763 0.919 0.960 0.940
E3SMv3 highECS [-] 0.689 0.718 0.901 0.919 0.910
E3SMv3 lowECS [-] 0.669 0.628 0.908 0.863 0.885
IPSL-CM6A-LR [-] 0.717 0.796 0.923 0.802 0.862
MIROC-ES2L [-] 0.696 0.783 0.931 0.930 0.931
NorESM2-LM [-] 0.644 0.811 0.890 0.877 0.884
UKESM1-0-LL [-] 0.699 0.681 0.904 0.884 0.894
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.778 0.693 0.881 0.720 0.800
E3SMv3 default [-] 0.800 0.734 0.939 0.800 0.869
E3SMv3 highECS [-] 0.803 0.738 0.921 0.804 0.862
E3SMv3 lowECS [-] 0.800 0.714 0.871 0.826 0.849
IPSL-CM6A-LR [-] 0.803 0.736 0.891 0.706 0.799
MIROC-ES2L [-] 0.739 0.677 0.794 0.577 0.685
NorESM2-LM [-] 0.797 0.684 0.929 0.818 0.873
UKESM1-0-LL [-] 0.810 0.740 0.898 0.771 0.834
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.591 0.598 0.631 0.711 0.671
E3SMv3 default [-] 0.756 0.772 0.895 0.878 0.887
E3SMv3 highECS [-] 0.746 0.780 0.875 0.859 0.867
E3SMv3 lowECS [-] 0.752 0.768 0.854 0.905 0.879
IPSL-CM6A-LR [-] 0.598 0.569 0.562 0.602 0.582
MIROC-ES2L [-] 0.581 0.562 0.407 0.561 0.484
NorESM2-LM [-] 0.546 0.518 0.450 0.585 0.517
UKESM1-0-LL [-] 0.593 0.625 0.445 0.545 0.495
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.510 0.684 0.868 0.891 0.880
E3SMv3 default [-] 0.673 0.601 0.888 0.880 0.884
E3SMv3 highECS [-] 0.628 0.733 0.883 0.900 0.892
E3SMv3 lowECS [-] 0.544 0.597 0.855 0.908 0.882
IPSL-CM6A-LR [-] 0.632 0.696 0.860 0.897 0.878
MIROC-ES2L [-] 0.631 0.434 0.794 0.714 0.754
NorESM2-LM [-] 0.595 0.525 0.850 0.927 0.888
UKESM1-0-LL [-] 0.676 0.754 0.891 0.922 0.907
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.687 0.657 0.618 0.314 0.466
E3SMv3 default [-] 0.731 0.785 0.883 0.819 0.851
E3SMv3 highECS [-] 0.735 0.771 0.885 0.813 0.849
E3SMv3 lowECS [-] 0.743 0.787 0.886 0.831 0.858
IPSL-CM6A-LR [-] 0.661 0.659 0.644 0.207 0.426
MIROC-ES2L [-] 0.595 0.590 0.502 0.400 0.451
NorESM2-LM [-] 0.705 0.650 0.537 0.331 0.434
UKESM1-0-LL [-] 0.698 0.687 0.654 0.237 0.445

Precipitation/GPCPv2.3

Data not available
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SurfaceAirTemperature/CRU4.02

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All Models

Benchmark
Data not available
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CanESM5
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E3SMv3 default
Data not available
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E3SMv3 highECS
Data not available
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E3SMv3 lowECS
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MIROC-ES2L
Data not available
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
Global Land Evaporation Amsterdam Model (GLEAM) Evaportranspiration

  Version:
3.3a

  Institutions:
Laboratory of Hydrology and Water Management, Ghent University, Belgium
Department of Earth Sciences, Vrije Universiteit Amsterdam, the Netherlands

  Source:
Model Product with satellite observations of climatic and environmental variables

  History:
2019-08-12: downloaded source from https://www.gleam.eu/#datasets
2019-08-16: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-gleam.py

  References:
Martens, B., D.G. Miralles, H. Lievens, R. van der Schalie, R.A.M. de Jeu, D. Fernandez-Prieto, H.E. Beck, W.A. Dorigo, and N.E.C. Verhoest (2017), GLEAM v3: satellite-based land evaporation and root-zone soil moisture, Geosci. Model Dev., 10, 1903-1925, doi:10.5194/gmd-10-1903-2017

Miralles, D.G., T.T.H. Holmes, R.A.M. De Jeu, J.H. Gash, A.G.C.A. Meesters, and A.J. Dolman (2011), Global land-surface evaporation estimated from satellite-based observations, Hydrol. Earth Syst. Sci., 15, 453-469, doi:10.5194/hess-15-453-2011

  Comments:
time_period: 1980-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.25 degree
original_units: mm.month-1
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7