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 [-] 1.38
norman_atkin_ball-berry_acclim [-] 1.35 1.30 1.52 1.66 0.0840 -0.221 0.631 1.37 0.471 0.561 0.803 0.963 0.672
norman_atkin_ball-berry_no-acclim [-] 1.31 1.26 1.52 1.62 0.0840 -0.261 0.644 1.35 0.456 0.560 0.809 0.952 0.668
norman_atkin_medlyn_acclim [-] 1.41 1.35 1.52 1.71 0.0840 -0.162 0.596 1.38 0.507 0.579 0.802 0.966 0.687
norman_atkin_medlyn_no-acclim [-] 1.35 1.30 1.52 1.65 0.0840 -0.213 0.611 1.33 0.486 0.580 0.812 0.953 0.682
norman_ryan_ball-berry-acclim [-] 1.40 1.34 1.52 1.72 0.0840 -0.172 0.621 1.37 0.485 0.563 0.804 0.970 0.677
norman_ryan_ball-berry_no-acclim [-] 1.37 1.32 1.52 1.69 0.0840 -0.200 0.623 1.35 0.478 0.564 0.808 0.966 0.676
norman_ryan_medlyn-no-acclim [-] 1.44 1.38 1.52 1.74 0.0840 -0.132 0.595 1.35 0.515 0.572 0.806 0.969 0.687
norman_ryan_medlyn_acclim [-] 1.48 1.42 1.52 1.79 0.0840 -0.0940 0.594 1.36 0.524 0.568 0.806 0.973 0.688
two-stream_atkin_ball-berry_acclim [-] 1.38 1.33 1.52 1.70 0.0840 -0.191 0.628 1.38 0.481 0.558 0.803 0.968 0.674
two-stream_atkin_ball-berry_no-acclim [-] 1.33 1.28 1.52 1.65 0.0840 -0.236 0.637 1.36 0.466 0.559 0.808 0.959 0.670
two-stream_atkin_medlyn_acclim [-] 1.44 1.38 1.52 1.74 0.0840 -0.134 0.589 1.36 0.519 0.580 0.807 0.971 0.691
two-stream_atkin_medlyn_no-acclim [-] 1.38 1.33 1.52 1.68 0.0840 -0.190 0.602 1.33 0.497 0.583 0.813 0.959 0.687
two-stream_ryan_ball-berry_acclim [-] 1.44 1.38 1.52 1.76 0.0840 -0.137 0.621 1.36 0.494 0.561 0.804 0.972 0.678
two-stream_ryan_ball-berry_no-acclim [-] 1.40 1.35 1.52 1.72 0.0840 -0.170 0.620 1.34 0.488 0.563 0.808 0.970 0.678
two-stream_ryan_medlyn_acclim [-] 1.51 1.46 1.52 1.83 0.0840 -0.0577 0.593 1.33 0.536 0.567 0.812 0.975 0.691
two-stream_ryan_medlyn_no-acclim [-] 1.47 1.41 1.52 1.78 0.0840 -0.102 0.589 1.32 0.527 0.574 0.812 0.973 0.692

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
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BIAS
Data not available
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BIAS SCORE
Data not available
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RMSE
Data not available
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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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]
norman_atkin_ball-berry_acclim [-] 0.576 0.663 0.872 0.762 0.817
norman_atkin_ball-berry_no-acclim [-] 0.577 0.677 0.851 0.757 0.804
norman_atkin_medlyn_acclim [-] 0.599 0.707 0.878 0.798 0.838
norman_atkin_medlyn_no-acclim [-] 0.592 0.702 0.856 0.788 0.822
norman_ryan_ball-berry-acclim [-] 0.588 0.679 0.883 0.775 0.829
norman_ryan_ball-berry_no-acclim [-] 0.588 0.676 0.877 0.770 0.823
norman_ryan_medlyn-no-acclim [-] 0.601 0.712 0.882 0.807 0.844
norman_ryan_medlyn_acclim [-] 0.605 0.716 0.886 0.817 0.852
two-stream_atkin_ball-berry_acclim [-] 0.581 0.679 0.879 0.766 0.822
two-stream_atkin_ball-berry_no-acclim [-] 0.577 0.675 0.862 0.757 0.810
two-stream_atkin_medlyn_acclim [-] 0.600 0.725 0.883 0.805 0.844
two-stream_atkin_medlyn_no-acclim [-] 0.596 0.701 0.866 0.795 0.831
two-stream_ryan_ball-berry_acclim [-] 0.589 0.686 0.880 0.777 0.829
two-stream_ryan_ball-berry_no-acclim [-] 0.592 0.679 0.880 0.772 0.826
two-stream_ryan_medlyn_acclim [-] 0.604 0.722 0.878 0.816 0.847
two-stream_ryan_medlyn_no-acclim [-] 0.601 0.722 0.883 0.810 0.846

Precipitation/GPCPv2.3

Data not available
Data not available
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SurfaceAirTemperature/CRU4.02

Data not available
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All Models

Benchmark
Data not available
Data not available
norman_atkin_ball-berry_acclim
Data not available
Data not available
norman_atkin_ball-berry_no-acclim
Data not available
Data not available
norman_atkin_medlyn_acclim
Data not available
Data not available
norman_atkin_medlyn_no-acclim
Data not available
Data not available
norman_ryan_ball-berry-acclim
Data not available
Data not available
norman_ryan_ball-berry_no-acclim
Data not available
Data not available
norman_ryan_medlyn-no-acclim
Data not available
Data not available
norman_ryan_medlyn_acclim
Data not available
Data not available
two-stream_atkin_ball-berry_acclim
Data not available
Data not available
two-stream_atkin_ball-berry_no-acclim
Data not available
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two-stream_atkin_medlyn_acclim
Data not available
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two-stream_atkin_medlyn_no-acclim
Data not available
Data not available
two-stream_ryan_ball-berry_acclim
Data not available
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two-stream_ryan_ball-berry_no-acclim
Data not available
Data not available
two-stream_ryan_medlyn_acclim
Data not available
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two-stream_ryan_medlyn_no-acclim
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