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
CTSM5.1_CLM_big_leaf [-] 28.5 34.4 38.9 7.80 42.7 -3.84 13.7 0.912 0.618 0.624 0.894 0.902 0.733
CTSM5.1_FATES_norman [-] 25.3 31.7 38.9 2.84 42.7 -6.62 14.9 0.938 0.577 0.624 0.891 0.888 0.721
CTSM5.1_FATES_twostream [-] 27.2 33.8 38.9 3.83 42.7 -4.50 14.7 0.929 0.603 0.610 0.892 0.894 0.722
CTSM5.1_FATES_twostream_kum [-] 26.4 33.0 38.9 3.29 42.7 -5.35 15.3 0.957 0.592 0.603 0.888 0.884 0.714
CTSM5.1_FATES_twostream_kum_atkin [-] 27.6 34.2 38.9 4.12 42.7 -4.07 14.5 0.928 0.608 0.611 0.893 0.895 0.724
CTSM5.1_FATES_twostream_kum_atkin_medyln [-] 26.2 32.6 38.9 3.56 42.7 -5.65 14.6 0.913 0.601 0.611 0.894 0.892 0.722
CTSM5.1_FATES_twostream_kum_atkin_medyln_crops [-] 25.0 31.3 38.9 2.55 42.7 -7.01 15.4 0.929 0.580 0.603 0.892 0.887 0.713

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

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
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All Models

Benchmark
Data not available
Data not available
CTSM5.1_CLM_big_leaf
Data not available
Data not available
CTSM5.1_FATES_norman
Data not available
Data not available
CTSM5.1_FATES_twostream
Data not available
Data not available
CTSM5.1_FATES_twostream_kum
Data not available
Data not available
CTSM5.1_FATES_twostream_kum_atkin
Data not available
Data not available
CTSM5.1_FATES_twostream_kum_atkin_medyln
Data not available
Data not available
CTSM5.1_FATES_twostream_kum_atkin_medyln_crops
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:
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: W/m^2

  Convention:
CF-1.8