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 [-] 37.4 40.2 39.7 27.1 46.7 1.41 13.1 1.17 0.664 0.578 0.848 0.974 0.728
v2 [-] 37.4 40.3 39.7 27.1 46.7 1.43 13.1 1.17 0.663 0.578 0.848 0.973 0.728
v3 [-] 37.4 40.3 39.7 27.1 46.7 1.45 13.1 1.17 0.660 0.577 0.849 0.973 0.727
v4 [-] 37.4 40.3 39.7 27.1 46.7 1.50 13.1 1.16 0.658 0.578 0.849 0.972 0.727
v5 [-] 37.5 40.4 39.7 27.1 46.7 1.59 13.2 1.17 0.654 0.577 0.848 0.972 0.726
v6 [-] 37.6 40.5 39.7 27.2 46.7 1.65 13.2 1.17 0.649 0.578 0.848 0.971 0.725
v7 [-] 37.7 40.6 39.7 27.2 46.7 1.79 13.3 1.17 0.643 0.577 0.847 0.969 0.722
v8 [-] 37.9 40.8 39.7 27.3 46.7 1.98 13.4 1.17 0.634 0.577 0.845 0.966 0.720

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
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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