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.
calibrated_radiation [-] 142. 119. 114. 23.1 0.895 0.448 1.26 1.35 0.505 0.584 0.755 0.877 0.661
calibrated_vcmax_sla [-] 143. 120. 114. 23.1 0.895 0.465 1.27 1.36 0.501 0.584 0.754 0.875 0.659
default_radiation [-] 175. 147. 114. 28.1 0.895 1.11 1.76 1.37 0.390 0.522 0.756 0.823 0.603

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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calibrated_radiation
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calibrated_vcmax_sla
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default_radiation
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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