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 [-] 39.1
CliMA_longruns_4188 [-] 37.2 42.7 38.9 6.62 44.7 3.85 18.9 0.757 0.514 0.539 0.927 0.702 0.644
CliMA_longruns_4281 [-] 36.5 43.2 38.9 -1.20 44.7 4.37 16.5 0.805 0.569 0.565 0.917 0.745 0.672
CliMA_longruns_calibrated [-] 35.3 40.4 38.9 6.54 44.5 1.57 14.1 0.728 0.608 0.632 0.927 0.796 0.719
default_height [-] 36.5 43.2 38.9 -1.20 44.7 4.37 16.5 0.805 0.569 0.565 0.917 0.745 0.672
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
ilamb_kevin [-] 35.9 41.4 38.9 4.87 44.2 2.58 18.1 0.769 0.541 0.535 0.926 0.747 0.657
varying_height [-] 36.1 42.8 38.9 -1.34 44.7 3.94 16.6 0.828 0.568 0.562 0.913 0.738 0.668

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
Data not available
MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
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ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
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All Models

Benchmark
Data not available
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CliMA_longruns_4188
Data not available
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CliMA_longruns_4281
Data not available
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CliMA_longruns_calibrated
Data not available
Data not available
default_height
Data not available
Data not available
ENSEMBLE-CMIP6
Data not available
Data not available
ilamb_kevin
Data not available
Data not available
varying_height
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