Mean State

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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 115.
v1 [-] 134. 112. 114. 21.1 0.895 0.274 1.55 1.81 0.486 0.493 0.698 0.897 0.613
v2 [-] 134. 113. 114. 21.2 0.895 0.290 1.56 1.81 0.481 0.492 0.698 0.895 0.611
v3 [-] 135. 113. 114. 21.4 0.895 0.298 1.57 1.80 0.479 0.490 0.697 0.893 0.610
v4 [-] 136. 115. 114. 21.6 0.895 0.326 1.59 1.82 0.473 0.488 0.697 0.887 0.607
v5 [-] 138. 116. 114. 21.9 0.895 0.354 1.59 1.80 0.472 0.488 0.704 0.882 0.607
v6 [-] 139. 117. 114. 22.2 0.895 0.378 1.61 1.79 0.463 0.486 0.703 0.874 0.602
v7 [-] 140. 118. 114. 22.6 0.895 0.408 1.63 1.78 0.461 0.483 0.704 0.868 0.600
v8 [-] 142. 119. 114. 22.7 0.895 0.440 1.65 1.79 0.455 0.479 0.706 0.863 0.596

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: g/m^2/day

  Convention:
CF-1.8