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 [-] 39.8
20260301_CBGCv3.r05.chrysalis.I20TRGSWCNPCROP [-] 3.01 30.0 39.8 -1.87 29.4 0.188 12.0 1.11 0.660 0.593 0.856 0.977 0.736
20260523_CBGCv3.r05.chrysalis.I20TRGSWCNP [-] 3.18 31.0 39.8 -1.84 29.4 1.43 12.0 1.11 0.660 0.593 0.857 0.970 0.735
ELMv2-GSWP3 [-] 4.77 30.9 39.9 0.0393 29.4 1.11 12.0 1.08 0.655 0.602 0.863 0.969 0.738
ELMv3-GSWP3 [-] 38.5 40.8 39.8 28.9 29.4 1.04 12.3 1.13 0.696 0.597 0.847 0.976 0.742
ELMv3-GSWP3-CROP [-] 3.55 30.7 39.9 -1.35 29.4 0.976 12.0 1.12 0.654 0.609 0.857 0.970 0.740
ELMv3-GSWP3-CROPWFM [-] 3.49 30.9 39.8 -1.47 29.4 1.39 12.0 1.10 0.657 0.609 0.857 0.969 0.740

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