Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Global - Land Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.564
h0	[-]	0.639	0.651	0.564	0.507	0.610		0.0828	3.13		0.354	0.494	0.951	0.600
h0a	[-]	0.639	0.651	0.564	0.507	0.610		0.0828	3.13		0.354	0.494	0.951	0.600

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.438
h0	[-]	0.455	0.454	0.438	0.351	0.391		0.0238	1.68		0.728	0.712	0.955	0.799
h0a	[-]	0.455	0.454	0.438	0.351	0.391		0.0238	1.68		0.728	0.712	0.955	0.799

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.476
h0	[-]	0.420	0.420	0.476	0.410	0.352		-0.0568	1.87		0.603	0.709	0.875	0.729
h0a	[-]	0.420	0.420	0.476	0.410	0.352		-0.0568	1.87		0.603	0.709	0.875	0.729

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.499
h0	[-]	0.450	0.445	0.500	0.488	0.391		-0.0521	1.10		0.410	0.872	0.405	0.562
h0a	[-]	0.450	0.445	0.500	0.488	0.391		-0.0521	1.10		0.410	0.872	0.405	0.562

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.723
h0	[-]	0.787	0.815	0.724	0.756	0.636		0.0880	1.65		0.264	0.765	0.962	0.663
h0a	[-]	0.787	0.815	0.724	0.756	0.636		0.0880	1.65		0.264	0.765	0.962	0.663

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.577
h0	[-]	0.510	0.512	0.577	0.429	0.474		-0.0642	0.952		0.527	0.887	0.513	0.642
h0a	[-]	0.510	0.512	0.577	0.429	0.474		-0.0642	0.952		0.527	0.887	0.513	0.642

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.458
h0	[-]	0.444	0.435	0.458	0.580	0.550		-0.0234	1.65		0.559	0.788	0.958	0.768
h0a	[-]	0.444	0.435	0.458	0.580	0.550		-0.0234	1.65		0.559	0.788	0.958	0.768

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.546
h0	[-]	0.588	0.580	0.546	0.636	0.659		0.0328	1.62		0.597	0.782	0.934	0.771
h0a	[-]	0.588	0.580	0.546	0.636	0.659		0.0328	1.62		0.597	0.782	0.934	0.771

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.532
h0	[-]	0.649	0.650	0.533	0.629	0.450		0.113	1.41		0.316	0.830	0.365	0.504
h0a	[-]	0.649	0.650	0.533	0.629	0.450		0.113	1.41		0.316	0.830	0.365	0.504

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.323
h0	[-]	0.363	0.335	0.323	0.510	0.325		0.0124	1.45		0.684	0.819	0.956	0.820
h0a	[-]	0.363	0.335	0.323	0.510	0.325		0.0124	1.45		0.684	0.819	0.956	0.820

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.616
h0	[-]	0.555	0.585	0.617	0.453	0.436		-0.0343	2.25		0.562	0.635	0.993	0.730
h0a	[-]	0.555	0.585	0.617	0.453	0.436		-0.0343	2.25		0.562	0.635	0.993	0.730

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.476
h0	[-]	0.480	0.475	0.476	0.512	0.489		-0.00170	1.78		0.511	0.745	0.950	0.735
h0a	[-]	0.480	0.475	0.476	0.512	0.489		-0.00170	1.78		0.511	0.745	0.950	0.735

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.164
h0	[-]	0.161	0.160	0.164	0.186	0.232		-0.00549	2.15		0.545	0.671	0.926	0.714
h0a	[-]	0.161	0.160	0.164	0.186	0.232		-0.00549	2.15		0.545	0.671	0.926	0.714

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.476
h0	[-]	0.566	0.583	0.476	0.509	0.436		0.102	1.71		0.361	0.776	0.522	0.553
h0a	[-]	0.566	0.583	0.476	0.509	0.436		0.102	1.71		0.361	0.776	0.522	0.553

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.499
h0	[-]	0.516	0.509	0.499	0.520	0.538		0.000797	1.49		0.467	0.773	0.881	0.707
h0a	[-]	0.516	0.509	0.499	0.520	0.538		0.000797	1.49		0.467	0.773	0.881	0.707

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.669
h0	[-]	0.626	0.628	0.669	0.624	0.558		-0.0404	1.72		0.606	0.761	0.943	0.770
h0a	[-]	0.626	0.628	0.669	0.624	0.558		-0.0404	1.72		0.606	0.761	0.943	0.770

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.546
h0	[-]	0.549	0.557	0.546	0.501	0.468		0.0116	1.42		0.626	0.810	0.911	0.782
h0a	[-]	0.549	0.557	0.546	0.501	0.468		0.0116	1.42		0.626	0.810	0.911	0.782

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.429
h0	[-]	0.338	0.341	0.429	0.362	0.409		-0.0854	2.19		0.447	0.684	0.987	0.706
h0a	[-]	0.338	0.341	0.429	0.362	0.409		-0.0854	2.19		0.447	0.684	0.987	0.706

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.729
h0	[-]	0.781	0.789	0.729	0.645	0.753		0.0593	2.01		0.321	0.708	0.681	0.570
h0a	[-]	0.781	0.789	0.729	0.645	0.753		0.0593	2.01		0.321	0.708	0.681	0.570

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.615
h0	[-]	0.577	0.573	0.615	0.622	0.588		-0.0446	2.06		0.554	0.673	0.844	0.690
h0a	[-]	0.577	0.573	0.615	0.622	0.588		-0.0446	2.06		0.554	0.673	0.844	0.690

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.374
h0	[-]	0.327	0.338	0.374	0.297	0.261		-0.0274	2.01		0.308	0.701	0.447	0.485
h0a	[-]	0.327	0.338	0.374	0.297	0.261		-0.0274	2.01		0.308	0.701	0.447	0.485

Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Global - Land Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest 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 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