Global - Land

	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	[-]	39.0
norman_atkin_ball-berry_acclim	[-]	30.6	31.0	39.0	28.2	34.2		-7.81	17.9	1.42		0.388	0.557	0.803	0.895	0.640
norman_atkin_ball-berry_no-acclim	[-]	31.7	32.1	39.0	29.4	34.2		-6.77	17.1	1.37		0.412	0.564	0.814	0.907	0.652
norman_atkin_medlyn_acclim	[-]	29.3	29.6	39.0	27.2	34.2		-9.21	18.2	1.40		0.356	0.563	0.806	0.892	0.636
norman_atkin_medlyn_no-acclim	[-]	30.6	31.0	39.0	28.6	34.2		-7.89	17.2	1.34		0.390	0.571	0.817	0.903	0.650
norman_ryan_ball-berry-acclim	[-]	29.3	29.8	39.0	26.8	34.2		-9.04	18.7	1.43		0.366	0.554	0.800	0.884	0.632
norman_ryan_ball-berry_no-acclim	[-]	30.1	30.5	39.0	27.7	34.2		-8.30	18.1	1.41		0.380	0.559	0.805	0.893	0.639
norman_ryan_medlyn-no-acclim	[-]	28.6	28.9	39.0	26.5	34.2		-9.90	18.6	1.42		0.339	0.559	0.802	0.889	0.629
norman_ryan_medlyn_acclim	[-]	27.5	27.9	39.0	25.5	34.2		-10.9	19.5	1.45		0.318	0.551	0.795	0.878	0.618
two-stream_atkin_ball-berry_acclim	[-]	34.4	34.8	39.0	32.0	34.2		-4.07	16.9	1.39		0.458	0.551	0.810	0.917	0.658
two-stream_atkin_ball-berry_no-acclim	[-]	35.6	35.9	39.0	33.3	34.2		-2.89	16.1	1.37		0.484	0.558	0.814	0.926	0.668
two-stream_atkin_medlyn_acclim	[-]	33.1	33.4	39.0	31.1	34.2		-5.42	16.6	1.38		0.454	0.562	0.811	0.916	0.661
two-stream_atkin_medlyn_no-acclim	[-]	34.6	34.9	39.0	32.7	34.2		-3.96	15.7	1.34		0.488	0.569	0.817	0.925	0.674
two-stream_ryan_ball-berry_acclim	[-]	32.9	33.4	39.0	30.5	34.2		-5.43	17.5	1.40		0.438	0.548	0.805	0.908	0.650
two-stream_ryan_ball-berry_no-acclim	[-]	33.8	34.3	39.0	31.5	34.2		-4.57	16.9	1.40		0.455	0.554	0.807	0.916	0.657
two-stream_ryan_medlyn_acclim	[-]	31.1	31.5	39.0	29.2	34.2		-7.31	17.7	1.46		0.410	0.550	0.794	0.906	0.642
two-stream_ryan_medlyn_no-acclim	[-]	32.3	32.7	39.0	30.4	34.2		-6.16	16.9	1.38		0.440	0.558	0.807	0.916	0.656

Global - Land Temporally integrated period mean Temporally integrated period mean max month Temporally integrated mean phase shift Temporally integrated mean phase shift score Temporally integrated period mean bias Temporally integrated period mean bias score Temporally integrated period mean rmse Temporally integrated period mean rmse score Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean

  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