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
I123	[-]	0.576	0.586	0.564	0.520			0.0192	2.14		0.580	0.751	0.979	0.770
post5.4	[-]	0.610	0.622	0.564	0.533			0.0551	2.09		0.466	0.731	0.956	0.718

	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
I123	[-]	0.459	0.457	0.438	0.377			0.0276	0.830		0.745	0.876	0.927	0.849
post5.4	[-]	0.473	0.471	0.438	0.373			0.0416	1.22		0.748	0.781	0.945	0.825

	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
I123	[-]	0.411	0.410	0.476	0.410	0.447		-0.0659	1.03		0.637	0.894	0.916	0.815
post5.4	[-]	0.432	0.431	0.476	0.430	0.447		-0.0451	0.856		0.658	0.912	0.885	0.818

	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
I123	[-]	0.453	0.451	0.499	0.470			-0.0462	1.41		0.520	0.813	0.794	0.709
post5.4	[-]	0.486	0.490	0.499	0.477			-0.00887	1.18		0.530	0.848	0.638	0.672

	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
I123	[-]	0.700	0.714	0.723	0.694			-0.00828	1.81		0.375	0.739	0.845	0.653
post5.4	[-]	0.730	0.749	0.723	0.719			0.0266	2.08		0.468	0.695	0.902	0.688

	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
I123	[-]	0.499	0.499	0.577	0.476			-0.0777	1.34		0.518	0.803	0.876	0.732
post5.4	[-]	0.525	0.526	0.577	0.493			-0.0505	1.46		0.581	0.786	0.924	0.763

	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
I123	[-]	0.414	0.403	0.458	0.555			-0.0559	1.55		0.499	0.834	0.980	0.771
post5.4	[-]	0.438	0.426	0.458	0.598			-0.0331	1.48		0.561	0.842	0.990	0.798

	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
I123	[-]	0.562	0.548	0.546	0.631			0.00288	1.27		0.706	0.848	0.994	0.849
post5.4	[-]	0.583	0.570	0.546	0.650			0.0246	1.20		0.708	0.853	0.996	0.852

	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
I123	[-]	0.617	0.612	0.532	0.642			0.0768	1.48		0.451	0.815	0.659	0.642
post5.4	[-]	0.642	0.641	0.532	0.637			0.106	1.25		0.371	0.846	0.611	0.610

	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
I123	[-]	0.304	0.282	0.323	0.413			-0.0408	1.70		0.632	0.780	0.976	0.796
post5.4	[-]	0.329	0.308	0.323	0.432			-0.0147	1.77		0.689	0.774	0.987	0.817

	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
I123	[-]	0.479	0.489	0.617	0.448	0.368		-0.129	2.17		0.261	0.636	0.743	0.547
post5.4	[-]	0.516	0.526	0.617	0.487	0.369		-0.0919	2.19		0.335	0.635	0.806	0.592

	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
I123	[-]	0.452	0.443	0.476	0.500	0.443		-0.0332	1.72		0.525	0.773	0.987	0.762
post5.4	[-]	0.473	0.464	0.476	0.517	0.450		-0.0117	1.73		0.544	0.771	0.983	0.766

	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
I123	[-]	0.171	0.166	0.164	0.231	0.0914		0.000941	2.65		0.533	0.574	0.945	0.684
post5.4	[-]	0.171	0.166	0.164	0.231	0.0914		0.00118	2.80		0.552	0.557	0.935	0.682

	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
I123	[-]	0.529	0.531	0.476	0.524	0.491		0.0534	1.82		0.467	0.744	0.739	0.650
post5.4	[-]	0.528	0.536	0.476	0.506	0.491		0.0592	1.76		0.469	0.760	0.726	0.651

	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
I123	[-]	0.500	0.479	0.499	0.524			-0.0233	1.35		0.617	0.802	0.989	0.803
post5.4	[-]	0.528	0.509	0.499	0.550			0.00720	1.06		0.654	0.852	0.979	0.828

	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
I123	[-]	0.578	0.578	0.669	0.581			-0.0902	1.72		0.412	0.747	0.990	0.717
post5.4	[-]	0.585	0.583	0.669	0.599			-0.0851	1.73		0.422	0.760	0.964	0.715

	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
I123	[-]	0.470	0.468	0.546	0.494			-0.0742	2.25		0.483	0.650	0.956	0.696
post5.4	[-]	0.492	0.489	0.546	0.524			-0.0540	2.30		0.541	0.643	0.983	0.722

	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
I123	[-]	0.385	0.387	0.429	0.389			-0.0414	2.09		0.605	0.710	0.963	0.760
post5.4	[-]	0.387	0.390	0.429	0.396			-0.0383	1.90		0.618	0.724	0.992	0.778

	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
I123	[-]	0.708	0.712	0.729	0.666			-0.0177	1.79		0.463	0.739	0.915	0.706
post5.4	[-]	0.766	0.773	0.729	0.679			0.0437	1.71		0.406	0.753	0.853	0.671

	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
I123	[-]	0.541	0.539	0.615	0.538			-0.0780	1.65		0.545	0.765	0.976	0.762
post5.4	[-]	0.563	0.561	0.615	0.573			-0.0557	1.71		0.582	0.745	0.901	0.743

	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
I123	[-]	0.286	0.300	0.374	0.232	0.325		-0.0705	1.84		0.385	0.737	0.778	0.633
post5.4	[-]	0.282	0.293	0.374	0.234	0.325		-0.0769	1.78		0.382	0.753	0.780	0.638

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