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 [-] 83.0 69.2 114. 13.8 0.895 -0.756 1.56 2.18 0.476 0.492 0.662 0.915 0.608
v2 [-] 83.4 69.5 114. 13.9 0.895 -0.748 1.56 2.14 0.475 0.493 0.667 0.914 0.608
v3-default [-] 84.2 70.1 114. 14.0 0.895 -0.733 1.56 2.13 0.469 0.493 0.671 0.911 0.607
v4 [-] 85.4 71.2 114. 14.2 0.895 -0.708 1.56 2.14 0.466 0.493 0.667 0.907 0.605
v5 [-] 86.6 72.1 114. 14.5 0.895 -0.685 1.56 2.12 0.462 0.494 0.675 0.903 0.606
v6 [-] 88.0 73.3 114. 14.7 0.895 -0.657 1.57 2.11 0.453 0.494 0.676 0.895 0.603
v7 [-] 89.0 74.1 114. 14.9 0.895 -0.636 1.57 2.11 0.448 0.495 0.676 0.889 0.601
v8 [-] 90.7 75.5 114. 15.1 0.895 -0.603 1.57 2.05 0.451 0.493 0.689 0.882 0.602

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: g/m^2/day

  Convention:
CF-1.8