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
I62_CRUJRA	[-]	0.628	0.636	0.564	0.544	0.591		0.0695	2.18		0.412	0.716	0.942	0.690
I63_CRUJRA	[-]	0.628	0.636	0.564	0.544	0.591		0.0695	2.18		0.412	0.716	0.942	0.690
I65_CRUJRA	[-]	0.644	0.652	0.564	0.562	0.591		0.0839	2.34		0.376	0.676	0.923	0.658
I67_GSWP3	[-]	0.635	0.647	0.566	0.532			0.0771	2.55		0.393	0.597	0.957	0.649

	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
I62_CRUJRA	[-]	0.466	0.463	0.438	0.353	0.398		0.0330	1.30		0.725	0.764	0.980	0.823
I63_CRUJRA	[-]	0.466	0.463	0.438	0.353	0.398		0.0330	1.30		0.725	0.764	0.980	0.823
I65_CRUJRA	[-]	0.469	0.467	0.438	0.352	0.398		0.0366	1.19		0.715	0.792	0.966	0.824
I67_GSWP3	[-]	0.465	0.464	0.440	0.384			0.0316	1.10		0.744	0.855	0.840	0.813

	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
I62_CRUJRA	[-]	0.448	0.451	0.476	0.422	0.393		-0.0249	0.996		0.601	0.884	0.782	0.756
I63_CRUJRA	[-]	0.448	0.451	0.476	0.422	0.393		-0.0249	0.998		0.601	0.884	0.782	0.756
I65_CRUJRA	[-]	0.447	0.448	0.476	0.433	0.393		-0.0276	0.976		0.618	0.888	0.797	0.768
I67_GSWP3	[-]	0.454	0.455	0.479	0.444	0.444		-0.0249	1.27		0.716	0.812	0.943	0.824

	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
I62_CRUJRA	[-]	0.564	0.568	0.499	0.538	0.434		0.0686	0.879		0.479	0.907	0.635	0.674
I63_CRUJRA	[-]	0.564	0.566	0.499	0.551	0.434		0.0679	0.979		0.480	0.889	0.592	0.653
I65_CRUJRA	[-]	0.540	0.542	0.499	0.527	0.434		0.0438	1.04		0.514	0.876	0.603	0.665
I67_GSWP3	[-]	0.591	0.605	0.500	0.515			0.103	0.785		0.422	0.923	0.559	0.635

	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
I62_CRUJRA	[-]	0.745	0.757	0.729	0.731	0.562		0.0263	2.20		0.442	0.672	0.967	0.694
I63_CRUJRA	[-]	0.745	0.757	0.729	0.731	0.562		0.0263	2.20		0.442	0.672	0.967	0.694
I65_CRUJRA	[-]	0.774	0.786	0.729	0.759	0.562		0.0554	2.23		0.376	0.665	0.985	0.675
I67_GSWP3	[-]	0.825	0.850	0.729	0.808			0.122	1.62		0.170	0.753	0.946	0.623

	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
I62_CRUJRA	[-]	0.552	0.553	0.577	0.488	0.475		-0.0230	0.905		0.571	0.890	0.869	0.777
I63_CRUJRA	[-]	0.556	0.558	0.577	0.495	0.475		-0.0186	0.910		0.566	0.889	0.837	0.764
I65_CRUJRA	[-]	0.547	0.549	0.577	0.474	0.475		-0.0275	1.23		0.568	0.830	0.811	0.736
I67_GSWP3	[-]	0.577	0.581	0.577	0.479			0.00569	0.915		0.657	0.910	0.726	0.765

	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
I62_CRUJRA	[-]	0.443	0.431	0.458	0.613	0.554		-0.0272	1.52		0.580	0.836	0.987	0.801
I63_CRUJRA	[-]	0.444	0.433	0.458	0.613	0.554		-0.0257	1.51		0.581	0.837	0.987	0.802
I65_CRUJRA	[-]	0.444	0.432	0.458	0.620	0.554		-0.0261	1.51		0.587	0.838	0.987	0.804
I67_GSWP3	[-]	0.447	0.435	0.459	0.602			-0.0242	1.52		0.610	0.823	0.967	0.800

	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
I62_CRUJRA	[-]	0.593	0.583	0.546	0.655	0.611		0.0385	1.31		0.688	0.830	0.989	0.836
I63_CRUJRA	[-]	0.593	0.583	0.546	0.655	0.611		0.0386	1.32		0.688	0.830	0.990	0.836
I65_CRUJRA	[-]	0.602	0.591	0.546	0.676	0.611		0.0459	1.30		0.665	0.833	0.983	0.827
I67_GSWP3	[-]	0.628	0.617	0.547	0.679			0.0688	1.57		0.608	0.786	0.994	0.796

	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
I62_CRUJRA	[-]	0.651	0.651	0.533	0.644	0.429		0.116	0.990		0.373	0.889	0.656	0.639
I63_CRUJRA	[-]	0.672	0.672	0.533	0.662	0.429		0.136	1.11		0.329	0.866	0.621	0.605
I65_CRUJRA	[-]	0.644	0.643	0.533	0.643	0.429		0.108	1.24		0.389	0.846	0.597	0.610
I67_GSWP3	[-]	0.698	0.709	0.533	0.631			0.172	0.869		0.262	0.918	0.595	0.591

	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
I62_CRUJRA	[-]	0.346	0.322	0.322	0.486	0.456		-0.000789	1.71		0.702	0.787	0.983	0.824
I63_CRUJRA	[-]	0.346	0.322	0.322	0.486	0.456		-0.000810	1.71		0.702	0.787	0.983	0.824
I65_CRUJRA	[-]	0.348	0.324	0.322	0.489	0.456		0.00153	1.77		0.705	0.779	0.982	0.822
I67_GSWP3	[-]	0.385	0.357	0.328	0.513			0.0303	1.62		0.707	0.780	0.988	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	[-]	0.616
I62_CRUJRA	[-]	0.527	0.536	0.616	0.498	0.528		-0.0822	2.21		0.350	0.629	0.783	0.588
I63_CRUJRA	[-]	0.528	0.537	0.616	0.499	0.528		-0.0808	2.22		0.351	0.627	0.811	0.596
I65_CRUJRA	[-]	0.525	0.535	0.616	0.492	0.528		-0.0833	2.38		0.356	0.598	0.791	0.582
I67_GSWP3	[-]	0.582	0.606	0.617	0.504	0.379		-0.0129	2.10		0.584	0.660	0.982	0.742

	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
I62_CRUJRA	[-]	0.483	0.476	0.477	0.529	0.455		7.49e-05	1.66		0.532	0.785	0.975	0.764
I63_CRUJRA	[-]	0.484	0.478	0.477	0.531	0.455		0.00201	1.67		0.529	0.782	0.972	0.761
I65_CRUJRA	[-]	0.486	0.479	0.477	0.535	0.456		0.00299	1.72		0.522	0.772	0.971	0.755
I67_GSWP3	[-]	0.506	0.500	0.478	0.529	0.518		0.0224	1.62		0.543	0.785	0.954	0.761

	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
I62_CRUJRA	[-]	0.172	0.168	0.164	0.237	0.169		0.00342	2.82		0.535	0.552	0.921	0.669
I63_CRUJRA	[-]	0.172	0.168	0.164	0.237	0.169		0.00343	2.82		0.535	0.551	0.921	0.669
I65_CRUJRA	[-]	0.172	0.168	0.164	0.238	0.169		0.00374	2.82		0.536	0.551	0.919	0.669
I67_GSWP3	[-]	0.166	0.162	0.165	0.222	0.0918		-0.00399	2.50		0.529	0.576	0.898	0.668

	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
I62_CRUJRA	[-]	0.532	0.540	0.476	0.507	0.405		0.0637	1.53		0.457	0.803	0.643	0.634
I63_CRUJRA	[-]	0.548	0.557	0.476	0.523	0.412		0.0803	1.56		0.427	0.796	0.604	0.609
I65_CRUJRA	[-]	0.526	0.535	0.476	0.500	0.405		0.0581	1.70		0.474	0.770	0.634	0.626
I67_GSWP3	[-]	0.547	0.579	0.476	0.456	0.651		0.0990	1.38		0.354	0.840	0.517	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	[-]	0.499
I62_CRUJRA	[-]	0.522	0.515	0.499	0.537	0.505		0.0107	1.19		0.633	0.838	0.977	0.816
I63_CRUJRA	[-]	0.522	0.515	0.499	0.537	0.505		0.0107	1.17		0.633	0.840	0.977	0.817
I65_CRUJRA	[-]	0.533	0.525	0.499	0.549	0.505		0.0208	1.30		0.596	0.815	0.962	0.791
I67_GSWP3	[-]	0.555	0.538	0.498	0.572			0.0338	1.51		0.546	0.767	0.958	0.757

	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
I62_CRUJRA	[-]	0.600	0.597	0.670	0.626	0.519		-0.0718	1.69		0.469	0.755	0.976	0.733
I63_CRUJRA	[-]	0.601	0.598	0.670	0.627	0.519		-0.0701	1.73		0.477	0.747	0.979	0.734
I65_CRUJRA	[-]	0.605	0.602	0.670	0.636	0.519		-0.0670	1.65		0.481	0.764	0.956	0.734
I67_GSWP3	[-]	0.644	0.649	0.670	0.622			-0.0204	1.27		0.668	0.843	0.976	0.829

	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
I62_CRUJRA	[-]	0.507	0.504	0.546	0.536	0.446		-0.0396	1.51		0.589	0.782	0.968	0.780
I63_CRUJRA	[-]	0.508	0.506	0.546	0.538	0.446		-0.0380	1.52		0.583	0.780	0.947	0.770
I65_CRUJRA	[-]	0.507	0.506	0.546	0.524	0.446		-0.0377	1.59		0.602	0.769	0.974	0.782
I67_GSWP3	[-]	0.577	0.583	0.547	0.540			0.0372	1.13		0.611	0.855	0.990	0.819

	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
I62_CRUJRA	[-]	0.391	0.395	0.429	0.397	0.423		-0.0333	1.96		0.591	0.714	0.990	0.765
I63_CRUJRA	[-]	0.392	0.396	0.429	0.397	0.423		-0.0323	2.03		0.595	0.703	0.988	0.762
I65_CRUJRA	[-]	0.389	0.392	0.429	0.393	0.423		-0.0351	1.95		0.588	0.718	0.988	0.765
I67_GSWP3	[-]	0.386	0.390	0.429	0.390			-0.0382	1.91		0.597	0.734	0.978	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	[-]	0.729
I62_CRUJRA	[-]	0.780	0.786	0.729	0.692	0.590		0.0569	1.63		0.328	0.771	0.770	0.623
I63_CRUJRA	[-]	0.780	0.786	0.729	0.692	0.590		0.0569	1.63		0.328	0.771	0.770	0.623
I65_CRUJRA	[-]	0.809	0.814	0.729	0.713	0.590		0.0858	1.71		0.231	0.758	0.706	0.565
I67_GSWP3	[-]	0.818	0.827	0.732	0.703	0.735		0.0951	1.95		0.224	0.714	0.691	0.543

	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
I62_CRUJRA	[-]	0.585	0.582	0.615	0.603	0.625		-0.0336	1.78		0.601	0.730	0.862	0.731
I63_CRUJRA	[-]	0.585	0.582	0.615	0.603	0.625		-0.0336	1.78		0.601	0.731	0.862	0.731
I65_CRUJRA	[-]	0.594	0.590	0.615	0.630	0.625		-0.0256	1.83		0.601	0.719	0.839	0.720
I67_GSWP3	[-]	0.603	0.599	0.616	0.615			-0.0182	1.61		0.669	0.757	0.879	0.769

	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
I62_CRUJRA	[-]	0.291	0.301	0.375	0.239	0.316		-0.0694	1.79		0.376	0.751	0.711	0.613
I63_CRUJRA	[-]	0.291	0.301	0.375	0.239	0.316		-0.0695	1.80		0.377	0.750	0.711	0.613
I65_CRUJRA	[-]	0.291	0.301	0.375	0.237	0.316		-0.0688	1.78		0.379	0.752	0.710	0.614
I67_GSWP3	[-]	0.338	0.349	0.373	0.303	0.332		-0.0186	1.95		0.357	0.719	0.524	0.533

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