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 [-] 39.7
CliMA_longruns_4188 [-] 39.5 43.1 39.6 19.4 41.9 3.33 15.3 1.09 0.592 0.534 0.859 0.950 0.694
CliMA_longruns_4281 [-] 39.8 43.7 39.6 17.6 41.9 4.03 12.4 1.03 0.651 0.607 0.863 0.969 0.739
CliMA_longruns_calibrated [-] 41.0 44.8 39.6 19.3 41.7 5.11 12.0 0.949 0.668 0.649 0.883 0.988 0.767
default_height [-] 39.8 43.7 39.6 17.6 41.9 4.03 12.4 1.03 0.651 0.607 0.863 0.969 0.739
ENSEMBLE-CMIP6 [-] 49.6 49.6 39.8 50.1 10.1 15.0 1.19 0.566 0.615 0.800 0.933 0.706
ilamb_kevin [-] 40.6 44.7 39.6 16.9 41.9 4.97 16.2 1.06 0.580 0.512 0.859 0.925 0.677
varying_height [-] 39.8 43.8 39.6 17.6 41.9 4.08 12.5 1.03 0.650 0.606 0.861 0.968 0.738

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
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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
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
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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