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 [-] 116.
20260301_CBGCv3.r05.chrysalis.I20TRGSWCNPCROP [-] 2.37e-05 2.26e-05 116. 1.09e-06 0.173 0.426 1.52 1.33 0.486 0.492 0.798 0.843 0.622
20260523_CBGCv3.r05.chrysalis.I20TRGSWCNP [-] 2.29e-05 2.18e-05 116. 1.01e-06 0.173 0.369 1.41 1.39 0.483 0.528 0.790 0.840 0.634
ELMv2-GSWP3 [-] 2.29e-05 2.19e-05 116. 1.02e-06 0.172 0.362 1.45 1.38 0.474 0.522 0.791 0.833 0.628
ELMv3-GSWP3 [-] 152. 133. 116. 18.6 0.173 0.368 1.48 1.48 0.525 0.503 0.750 0.863 0.629
ELMv3-GSWP3-CROP [-] 2.33e-05 2.23e-05 116. 1.08e-06 0.172 0.393 1.49 1.34 0.471 0.517 0.787 0.830 0.624
ELMv3-GSWP3-CROPWFM [-] 2.34e-05 2.23e-05 116. 1.08e-06 0.173 0.406 1.48 1.38 0.476 0.517 0.779 0.832 0.624

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
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
Data not available

Relationships

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Evapotranspiration|MODIS Hellinger Distance [1]
Evapotranspiration|MODIS Score [1]
Overall Score [1]
20260301_CBGCv3.r05.chrysalis.I20TRGSWCNPCROP [-] 0.413 0.684 0.684
20260523_CBGCv3.r05.chrysalis.I20TRGSWCNP [-] 0.404 0.726 0.726
ELMv2-GSWP3 [-] 0.412 0.716 0.716
ELMv3-GSWP3 [-] 0.425 0.732 0.732
ELMv3-GSWP3-CROP [-] 0.417 0.699 0.699
ELMv3-GSWP3-CROPWFM [-] 0.415 0.704 0.704

Evapotranspiration/MODIS

Data not available
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All Models

Benchmark
Data not available
Data not available
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
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ELMv3-GSWP3-CROPWFM
Data not available
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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:
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: g/m^2/day

  Convention:
CF-1.8