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 [-] 115.
CliMA_longruns_4188 [-] 233. 222. 111. 11.4 3.95 2.38 3.45 1.46 0.240 0.292 0.769 0.400 0.398
CliMA_longruns_4281 [-] 145. 138. 111. 6.56 3.95 0.574 1.19 1.25 0.554 0.588 0.768 0.889 0.677
CliMA_longruns_calibrated [-] 78.0 74.1 111. 3.80 3.97 -0.812 1.33 1.52 0.458 0.532 0.707 0.796 0.605
default_height [-] 145. 138. 111. 6.56 3.95 0.574 1.19 1.25 0.554 0.588 0.768 0.889 0.677
ENSEMBLE-CMIP6 [-] 150. 123. 116. 25.1 0.139 0.960 1.26 0.639 0.579 0.788 0.961 0.709
ilamb_kevin [-] 165. 157. 111. 7.78 4.21 0.991 2.17 1.33 0.385 0.415 0.790 0.547 0.510
varying_height [-] 145. 138. 111. 6.57 3.95 0.580 1.19 1.25 0.553 0.587 0.767 0.888 0.677

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
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
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default_height
Data not available
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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: g/m^2/day

  Convention:
CF-1.8