	Download Data	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	[-]	42.3
CTSM_b1	[-]	39.6	39.1	42.3	49.6	45.2	-3.16	16.9	0.771	0.710	0.654	0.938	0.867	0.764
CTSM_Def	[-]	39.2	38.8	42.3	48.1	45.2	-3.48	13.2	0.677	0.783	0.701	0.946	0.942	0.815

Download Data

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

[-]

42.3

CTSM_b1

[-]

39.6

39.1

42.3

49.6

45.2

-3.16

16.9

0.771

0.710

0.654

0.938

0.867

0.764

CTSM_Def

[-]

39.2

38.8

42.3

48.1

45.2

-3.48

13.2

0.677

0.783

0.701

0.946

0.942

0.815

	Download Data	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	[-]	59.7
CTSM_b1	[-]	57.5	57.1	59.7	64.1	59.0	-2.59	19.9	0.655	0.744	0.668	0.949	0.649	0.736
CTSM_Def	[-]	58.0	57.8	59.7	61.1	59.0	-1.83	14.1	0.611	0.856	0.719	0.952	0.934	0.836

Download Data

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

[-]

59.7

CTSM_b1

[-]

57.5

57.1

59.7

64.1

59.0

-2.59

19.9

0.655

0.744

0.668

0.949

0.649

0.736

CTSM_Def

[-]

58.0

57.8

59.7

61.1

59.0

-1.83

14.1

0.611

0.856

0.719

0.952

0.934

0.836

Temporally integrated period mean click to collapse contents

BENCHMARK MEAN Data not available

MODEL MEAN Data not available

BIAS

BIAS SCORE Data not available

RMSE

RMSE SCORE Data not available

BENCHMARK MAX MONTH Data not available

MODEL MAX MONTH Data not available

DIFFERENCE IN MAX MONTH Data not available

SEASONAL CYCLE SCORE Data not available

SPATIAL TAYLOR DIAGRAM Data not available

MODEL COLORS Data not available

Spatially integrated regional mean click to collapse contents

MODEL COLORS Data not available

REGIONAL MEAN Data not available

ANNUAL CYCLE Data not available

MONTHLY ANOMALY Data not available

ANNUAL CYCLE Data not available

Data Information

Mean State
All Models
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

LatentHeat / WECANN / 2007-2016 / global / CTSM_b1

Temporally integrated period mean click to collapse contents

Spatially integrated regional mean click to collapse contents

LatentHeat / WECANN / 2007-2016 / global / MNAME

Data Information

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