Mean State

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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
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
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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
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
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
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
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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
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
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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
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
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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
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

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

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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]
CMIP6 ens [-] 0.634 0.652 0.631 0.751 0.691
E3SMv3 default [-] 0.674 0.746 0.907 0.794 0.850
E3SMv3 highECS [-] 0.695 0.745 0.914 0.787 0.851
E3SMv3 lowECS [-] 0.650 0.715 0.914 0.855 0.885
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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]
CMIP6 ens [-] 0.616 0.750 0.895 0.903 0.899
E3SMv3 default [-] 0.629 0.777 0.924 0.960 0.942
E3SMv3 highECS [-] 0.660 0.734 0.910 0.917 0.914
E3SMv3 lowECS [-] 0.669 0.625 0.919 0.861 0.890
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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]
CMIP6 ens [-] 0.803 0.739 0.909 0.786 0.848
E3SMv3 default [-] 0.796 0.733 0.942 0.798 0.870
E3SMv3 highECS [-] 0.790 0.725 0.925 0.804 0.864
E3SMv3 lowECS [-] 0.805 0.716 0.875 0.823 0.849
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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]
CMIP6 ens [-] 0.561 0.596 0.545 0.609 0.577
E3SMv3 default [-] 0.743 0.765 0.899 0.878 0.889
E3SMv3 highECS [-] 0.722 0.731 0.868 0.862 0.865
E3SMv3 lowECS [-] 0.742 0.759 0.859 0.904 0.882
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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]
CMIP6 ens [-] 0.644 0.626 0.871 0.928 0.899
E3SMv3 default [-] 0.652 0.616 0.885 0.881 0.883
E3SMv3 highECS [-] 0.621 0.746 0.881 0.899 0.890
E3SMv3 lowECS [-] 0.535 0.599 0.853 0.910 0.882
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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]
CMIP6 ens [-] 0.665 0.673 0.606 0.279 0.442
E3SMv3 default [-] 0.727 0.774 0.887 0.810 0.849
E3SMv3 highECS [-] 0.725 0.758 0.881 0.811 0.846
E3SMv3 lowECS [-] 0.736 0.783 0.875 0.820 0.847

Precipitation/GPCPv2.3

Data not available
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SurfaceAirTemperature/CRU4.02

Data not available
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All Models

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