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
CMIP6 ens [-] 3.49 2.78 2.61 4.25 2.77 0.173 0.519 1.74 0.649 0.630 0.792 0.885 0.717
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
CMIP6 ens [-] 4.29 3.86 4.13 4.46 -0.266 0.662 2.38 0.418 0.524 0.601 0.676 0.549
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
CMIP6 ens [-] 1.64 1.50 1.35 2.79 0.921 0.146 0.501 1.04 0.647 0.619 0.801 0.980 0.733
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
CMIP6 ens [-] 0.944 0.840 0.863 1.07 1.15 -0.0227 0.393 0.601 0.882 0.709 0.935 0.989 0.845
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
CMIP6 ens [-] 3.38 3.36 3.69 3.72 -0.327 0.630 2.03 0.452 0.505 0.688 0.742 0.578
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
CMIP6 ens [-] 1.70 1.15 1.06 2.37 1.37 0.0871 0.490 0.706 0.814 0.686 0.906 0.983 0.815
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
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 MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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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 [-] 0.608 0.545 0.587 0.671 0.629
CMIP6 ens [-] 0.597 0.634 0.565 0.741 0.653
E3SMv3 default [-] 0.668 0.747 0.906 0.798 0.852
E3SMv3 highECS [-] 0.676 0.744 0.911 0.786 0.849
E3SMv3 lowECS [-] 0.640 0.710 0.908 0.852 0.880
IPSL-CM6A-LR [-] 0.636 0.653 0.579 0.711 0.645
MIROC-ES2L [-] 0.628 0.502 0.543 0.557 0.550
NorESM2-LM [-] 0.619 0.631 0.639 0.783 0.711
UKESM1-0-LL [-] 0.650 0.576 0.610 0.733 0.672
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 [-] 0.678 0.753 0.904 0.933 0.918
CMIP6 ens [-] 0.655 0.769 0.904 0.903 0.903
E3SMv3 default [-] 0.664 0.764 0.921 0.960 0.941
E3SMv3 highECS [-] 0.703 0.723 0.900 0.919 0.910
E3SMv3 lowECS [-] 0.683 0.625 0.912 0.862 0.887
IPSL-CM6A-LR [-] 0.721 0.800 0.925 0.799 0.862
MIROC-ES2L [-] 0.699 0.783 0.931 0.928 0.929
NorESM2-LM [-] 0.683 0.815 0.890 0.878 0.884
UKESM1-0-LL [-] 0.712 0.679 0.901 0.884 0.893
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 [-] 0.779 0.692 0.882 0.720 0.801
CMIP6 ens [-] 0.814 0.735 0.911 0.786 0.849
E3SMv3 default [-] 0.799 0.733 0.941 0.799 0.870
E3SMv3 highECS [-] 0.802 0.737 0.923 0.804 0.864
E3SMv3 lowECS [-] 0.799 0.713 0.873 0.825 0.849
IPSL-CM6A-LR [-] 0.803 0.737 0.893 0.706 0.800
MIROC-ES2L [-] 0.740 0.677 0.794 0.577 0.686
NorESM2-LM [-] 0.796 0.682 0.927 0.818 0.873
UKESM1-0-LL [-] 0.810 0.740 0.900 0.771 0.835
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 [-] 0.590 0.581 0.633 0.711 0.672
CMIP6 ens [-] 0.571 0.589 0.501 0.604 0.553
E3SMv3 default [-] 0.755 0.772 0.897 0.878 0.888
E3SMv3 highECS [-] 0.745 0.779 0.874 0.859 0.867
E3SMv3 lowECS [-] 0.750 0.780 0.855 0.905 0.880
IPSL-CM6A-LR [-] 0.598 0.570 0.564 0.602 0.583
MIROC-ES2L [-] 0.581 0.564 0.404 0.562 0.483
NorESM2-LM [-] 0.546 0.517 0.446 0.587 0.516
UKESM1-0-LL [-] 0.592 0.626 0.446 0.546 0.496
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 [-] 0.518 0.683 0.868 0.890 0.879
CMIP6 ens [-] 0.664 0.633 0.861 0.927 0.894
E3SMv3 default [-] 0.664 0.607 0.889 0.882 0.886
E3SMv3 highECS [-] 0.624 0.737 0.883 0.900 0.892
E3SMv3 lowECS [-] 0.548 0.598 0.855 0.908 0.882
IPSL-CM6A-LR [-] 0.646 0.701 0.861 0.892 0.876
MIROC-ES2L [-] 0.609 0.430 0.797 0.713 0.755
NorESM2-LM [-] 0.615 0.522 0.843 0.927 0.885
UKESM1-0-LL [-] 0.668 0.750 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 [-] 0.686 0.657 0.618 0.316 0.467
CMIP6 ens [-] 0.683 0.670 0.575 0.262 0.419
E3SMv3 default [-] 0.728 0.785 0.884 0.819 0.852
E3SMv3 highECS [-] 0.732 0.771 0.884 0.813 0.848
E3SMv3 lowECS [-] 0.740 0.793 0.881 0.831 0.856
IPSL-CM6A-LR [-] 0.660 0.658 0.645 0.206 0.425
MIROC-ES2L [-] 0.594 0.591 0.500 0.399 0.449
NorESM2-LM [-] 0.705 0.647 0.536 0.333 0.434
UKESM1-0-LL [-] 0.697 0.688 0.657 0.241 0.449

Precipitation/GPCPv2.3

Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU4.02

Data not available
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All Models

Benchmark
Data not available
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CanESM5
Data not available
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CMIP6 ens
Data not available
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E3SMv3 default
Data not available
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E3SMv3 highECS
Data not available
Data not available
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