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 [-] 39.7
v1 [-] 37.1 39.9 39.7 27.1 46.7 1.12 13.9 1.27 0.684 0.565 0.842 0.977 0.727
v2 [-] 37.1 39.9 39.7 27.1 46.7 1.14 13.8 1.26 0.684 0.566 0.842 0.976 0.727
v3-default [-] 37.2 40.0 39.7 27.1 46.7 1.20 13.9 1.26 0.683 0.565 0.843 0.976 0.726
v4 [-] 37.2 40.0 39.7 27.1 46.7 1.23 13.8 1.26 0.682 0.566 0.843 0.976 0.727
v5 [-] 37.2 40.1 39.7 27.1 46.7 1.31 13.8 1.26 0.680 0.566 0.844 0.975 0.726
v6 [-] 37.4 40.2 39.7 27.2 46.7 1.43 13.9 1.28 0.673 0.566 0.839 0.973 0.723
v7 [-] 37.5 40.5 39.7 27.3 46.7 1.64 13.9 1.28 0.661 0.565 0.837 0.971 0.720
v8 [-] 37.7 40.7 39.7 27.4 46.7 1.84 14.0 1.28 0.650 0.566 0.836 0.968 0.717

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
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
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REGIONAL MEAN
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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All Models

Benchmark
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v1
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v2
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v3-default
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v4
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v5
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v6
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v7
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v8
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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:
2020-11-02: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc
2020-11-02: 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