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 [-] 39.0
20260301_CBGCv3.r05.chrysalis.I20TRGSWCNPCROP [-] -22.3 25.0 38.9 -30.8 40.7 -4.48 12.8 0.845 0.640 0.630 0.907 0.936 0.748
20260523_CBGCv3.r05.chrysalis.I20TRGSWCNP [-] -22.2 25.7 38.9 -30.8 40.7 -3.89 13.2 0.861 0.633 0.623 0.905 0.930 0.743
ELMv2-GSWP3 [-] -7.12 28.4 38.9 -13.5 40.6 -1.40 12.8 0.885 0.654 0.619 0.900 0.936 0.746
ELMv3-GSWP3 [-] 29.1 35.8 38.9 0.826 40.7 -3.10 13.0 0.906 0.638 0.616 0.892 0.951 0.743
ELMv3-GSWP3-CROP [-] -18.3 26.2 38.9 -26.4 40.6 -3.47 12.5 0.846 0.652 0.631 0.904 0.937 0.751
ELMv3-GSWP3-CROPWFM [-] -20.3 25.9 38.9 -28.7 40.7 -3.77 12.5 0.837 0.648 0.633 0.905 0.937 0.751

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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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
Data not available
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
Data not available
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20260301_CBGCv3.r05.chrysalis.I20TRGSWCNPCROP
Data not available
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20260523_CBGCv3.r05.chrysalis.I20TRGSWCNP
Data not available
Data not available
ELMv2-GSWP3
Data not available
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ELMv3-GSWP3
Data not available
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ELMv3-GSWP3-CROP
Data not available
Data not available
ELMv3-GSWP3-CROPWFM
Data not available
Data not available

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:
2024-01-09: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc
2024-01-09: 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