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
ACCESS-ESM1-5 [-] 30.4 34.8 39.0 4.07 -4.44 17.0 1.19 0.581 0.555 0.853 0.873 0.684
CESM2 [-] 35.3 40.7 39.0 4.89 1.52 15.2 1.13 0.606 0.567 0.862 0.886 0.698
ENSEMBLE-CMIP6 [-] 29.6 36.7 39.0 6.20 -2.39 12.6 0.946 0.660 0.633 0.896 0.923 0.749
NorESM2-LM [-] 36.1 40.1 39.0 7.12 1.08 15.7 1.24 0.618 0.560 0.849 0.892 0.696
UKESM1-0-LL [-] 29.9 34.4 39.0 4.18 -4.71 14.6 1.30 0.621 0.589 0.837 0.930 0.713

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
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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ACCESS-ESM1-5
Data not available
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CESM2
Data not available
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ENSEMBLE-CMIP6
Data not available
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NorESM2-LM
Data not available
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UKESM1-0-LL
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