Mean State

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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 65.9
h0 [-] 72.3 72.9 65.9 59.4 69.2 6.12 16.4 2.26 0.560 0.619 0.653 0.983 0.687
h0a [-] 72.3 72.9 65.9 59.4 69.2 6.12 16.4 2.26 0.560 0.619 0.653 0.983 0.687
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 47.3
h0 [-] 47.6 47.0 47.3 52.8 48.8 0.707 19.5 1.28 0.633 0.397 0.809 0.969 0.641
h0a [-] 47.6 47.0 47.3 52.8 48.8 0.707 19.5 1.28 0.633 0.397 0.809 0.969 0.641
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 52.2
h0 [-] 45.5 44.8 52.2 57.4 43.4 -7.16 21.6 1.27 0.483 0.429 0.830 0.937 0.622
h0a [-] 45.5 44.8 52.2 57.4 43.4 -7.16 21.6 1.27 0.483 0.429 0.830 0.937 0.622
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.2
h0 [-] 11.4 11.5 16.3 11.1 13.6 -4.68 12.3 0.221 0.443 0.291 0.985 0.958 0.594
h0a [-] 11.4 11.5 16.3 11.1 13.6 -4.68 12.3 0.221 0.443 0.291 0.985 0.958 0.594
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 86.9
h0 [-] 99.4 99.1 86.9 100. 81.9 12.9 14.8 2.22 0.565 0.850 0.646 0.923 0.766
h0a [-] 99.4 99.1 86.9 100. 81.9 12.9 14.8 2.22 0.565 0.850 0.646 0.923 0.766
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 28.6
h0 [-] 23.5 23.5 28.6 23.3 26.7 -5.12 11.6 0.469 0.515 0.446 0.967 0.976 0.670
h0a [-] 23.5 23.5 28.6 23.3 26.7 -5.12 11.6 0.469 0.515 0.446 0.967 0.976 0.670
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.9
h0 [-] 27.6 26.8 30.9 50.7 49.7 -3.69 12.0 0.763 0.579 0.602 0.918 0.968 0.734
h0a [-] 27.6 26.8 30.9 50.7 49.7 -3.69 12.0 0.763 0.579 0.602 0.918 0.968 0.734
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 56.7
h0 [-] 54.9 53.0 56.6 81.2 82.5 -2.20 16.3 1.18 0.581 0.597 0.843 0.963 0.716
h0a [-] 54.9 53.0 56.6 81.2 82.5 -2.20 16.3 1.18 0.581 0.597 0.843 0.963 0.716
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.2
h0 [-] 14.8 15.1 16.2 10.9 14.2 -1.41 12.1 0.141 0.681 0.236 0.991 0.862 0.601
h0a [-] 14.8 15.1 16.2 10.9 14.2 -1.41 12.1 0.141 0.681 0.236 0.991 0.862 0.601
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 29.5
h0 [-] 32.8 31.2 29.5 57.3 31.4 2.79 10.7 0.902 0.669 0.690 0.911 0.953 0.783
h0a [-] 32.8 31.2 29.5 57.3 31.4 2.79 10.7 0.902 0.669 0.690 0.911 0.953 0.783
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 39.3
h0 [-] 32.7 32.9 39.3 31.6 37.8 -6.55 12.4 0.484 0.516 0.616 0.967 0.992 0.741
h0a [-] 32.7 32.9 39.3 31.6 37.8 -6.55 12.4 0.484 0.516 0.616 0.967 0.992 0.741
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 39.7
h0 [-] 33.7 37.3 39.7 13.8 44.1 -1.99 13.1 1.02 0.590 0.587 0.869 0.979 0.723
h0a [-] 33.7 37.3 39.7 13.8 44.1 -1.99 13.1 1.02 0.590 0.587 0.869 0.979 0.723
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.2
h0 [-] 9.18 8.95 10.2 20.8 20.0 -1.06 6.93 1.71 0.755 0.774 0.741 0.945 0.798
h0a [-] 9.18 8.95 10.2 20.8 20.0 -1.06 6.93 1.71 0.755 0.774 0.741 0.945 0.798
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 17.6
h0 [-] 15.1 15.7 17.6 10.7 12.7 -2.45 11.3 0.322 0.545 0.349 0.978 0.898 0.624
h0a [-] 15.1 15.7 17.6 10.7 12.7 -2.45 11.3 0.322 0.545 0.349 0.978 0.898 0.624
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 57.1
h0 [-] 59.2 57.0 57.0 73.8 69.4 1.48 18.8 1.07 0.432 0.627 0.873 0.867 0.685
h0a [-] 59.2 57.0 57.0 73.8 69.4 1.48 18.8 1.07 0.432 0.627 0.873 0.867 0.685
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 59.7
h0 [-] 50.6 50.6 59.7 53.5 54.8 -8.47 14.0 0.525 0.424 0.615 0.964 0.930 0.710
h0a [-] 50.6 50.6 59.7 53.5 54.8 -8.47 14.0 0.525 0.424 0.615 0.964 0.930 0.710
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 32.3
h0 [-] 29.8 29.9 32.3 32.2 33.5 -2.50 9.92 0.232 0.685 0.578 0.984 0.992 0.763
h0a [-] 29.8 29.9 32.3 32.2 33.5 -2.50 9.92 0.232 0.685 0.578 0.984 0.992 0.763
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.4
h0 [-] 24.6 24.8 31.4 39.1 36.1 -6.30 12.4 0.884 0.545 0.606 0.911 0.986 0.731
h0a [-] 24.6 24.8 31.4 39.1 36.1 -6.30 12.4 0.884 0.545 0.606 0.911 0.986 0.731
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 86.4
h0 [-] 91.1 91.3 86.4 88.4 94.5 4.93 11.7 1.49 0.688 0.776 0.788 0.915 0.789
h0a [-] 91.1 91.3 86.4 88.4 94.5 4.93 11.7 1.49 0.688 0.776 0.788 0.915 0.789
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 68.6
h0 [-] 64.2 63.8 68.6 70.7 59.4 -4.97 15.8 1.04 0.567 0.656 0.894 0.873 0.729
h0a [-] 64.2 63.8 68.6 70.7 59.4 -4.97 15.8 1.04 0.567 0.656 0.894 0.873 0.729
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Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.5
h0 [-] 27.2 27.3 31.5 23.4 22.2 -4.10 15.8 1.20 0.381 0.600 0.848 0.726 0.631
h0a [-] 27.2 27.3 31.5 23.4 22.2 -4.10 15.8 1.20 0.381 0.600 0.848 0.726 0.631

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
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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
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All Models

Benchmark
Data not available
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h0
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h0a
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Data Information

  Title:
Water, Energy, and Carbon with Artificial Neural Networks (WECANN)

  Version:
1

  Institutions:
Columbia University

  Source:
Solar Induced Fluorescence (SIF), Air Temperature, Precipitation, Net Radiation, Soil Moisture, and Snow Water Equivalent

  History:
2024-01-09: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc
2024-01-09: converted to ILAMB-ready netCDF

  References:
Alemohammad, S. H. and Fang, B. and Konings, A. G. and Aires, F. and Green, J. K. and Kolassa, J. and Miralles, D. and Prigent, C. and Gentine, P. (2017), Biogeosciences, 18, 4101--4124, doi:10.5194/bg-14-4101-2017

  Comments:
time_period: 2007-01 through 2015-11
temporal_resolution: monthly
spatial_resolution: 1.0 degree
units: W/m^2

  Convention:
CF-1.8