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	[-]	0.566
CESM3_092H	[-]	0.640	0.651	0.566	0.576			0.0826	1.88		0.371	0.740	0.960	0.690
CESM3_098bH	[-]	0.661	0.673	0.567	0.598			0.104	1.60		0.306	0.785	0.947	0.679
CMIP6_001	[-]	0.595	0.604	0.566	0.527	0.593		0.0364	1.85		0.495	0.734	0.951	0.727
LE2_001	[-]	0.600	0.609	0.566	0.529	0.593		0.0416	1.53		0.485	0.799	0.959	0.748

	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	[-]	0.440
CESM3_092H	[-]	0.545	0.546	0.441	0.385			0.113	1.17		0.624	0.843	0.937	0.801
CESM3_098bH	[-]	0.582	0.584	0.440	0.414			0.152	1.30		0.543	0.819	0.947	0.770
CMIP6_001	[-]	0.462	0.459	0.440	0.337	0.396		0.0296	0.990		0.754	0.864	0.983	0.867
LE2_001	[-]	0.467	0.465	0.440	0.328	0.396		0.0352	1.06		0.749	0.839	0.984	0.857

	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	[-]	0.479
CESM3_092H	[-]	0.458	0.464	0.478	0.419	0.443		-0.0156	1.71		0.668	0.742	0.865	0.758
CESM3_098bH	[-]	0.471	0.478	0.480	0.420	0.438		-0.00362	1.74		0.664	0.737	0.859	0.753
CMIP6_001	[-]	0.481	0.483	0.479	0.454	0.393		0.00306	1.54		0.636	0.783	0.834	0.751
LE2_001	[-]	0.490	0.493	0.479	0.462	0.393		0.0128	1.39		0.637	0.817	0.862	0.772

	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	[-]	0.500
CESM3_092H	[-]	0.628	0.650	0.500	0.524			0.147	1.10		0.294	0.885	0.719	0.633
CESM3_098bH	[-]	0.637	0.659	0.500	0.529			0.157	1.08		0.276	0.879	0.734	0.630
CMIP6_001	[-]	0.541	0.549	0.501	0.493	0.437		0.0477	1.53		0.470	0.811	0.664	0.649
LE2_001	[-]	0.532	0.540	0.501	0.485	0.437		0.0386	1.48		0.483	0.818	0.638	0.646

	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
CESM3_092H	[-]	0.768	0.775	0.728	0.767			0.0493	1.98		0.504	0.707	0.663	0.625
CESM3_098bH	[-]	0.795	0.801	0.732	0.796			0.0719	1.72		0.329	0.745	0.709	0.594
CMIP6_001	[-]	0.741	0.746	0.735	0.739	0.569		0.0106	2.06		0.504	0.687	0.681	0.624
LE2_001	[-]	0.723	0.728	0.735	0.719	0.569		-0.00747	2.27		0.434	0.646	0.911	0.664

	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
CESM3_092H	[-]	0.669	0.673	0.577	0.593			0.0969	1.58		0.479	0.780	0.947	0.735
CESM3_098bH	[-]	0.683	0.687	0.578	0.592			0.110	1.46		0.447	0.802	0.977	0.742
CMIP6_001	[-]	0.573	0.573	0.577	0.547	0.475		-0.00364	1.26		0.682	0.823	0.976	0.827
LE2_001	[-]	0.573	0.574	0.577	0.544	0.475		-0.00309	1.36		0.693	0.812	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	[-]	0.459
CESM3_092H	[-]	0.509	0.498	0.459	0.653			0.0387	1.69		0.582	0.790	0.988	0.787
CESM3_098bH	[-]	0.521	0.511	0.459	0.658			0.0510	1.70		0.565	0.789	0.988	0.781
CMIP6_001	[-]	0.469	0.461	0.459	0.597	0.554		0.00265	1.62		0.536	0.803	0.983	0.774
LE2_001	[-]	0.476	0.468	0.459	0.604	0.554		0.00987	1.69		0.527	0.791	0.983	0.767

	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	[-]	0.547
CESM3_092H	[-]	0.586	0.573	0.547	0.646			0.0251	1.82		0.682	0.764	0.976	0.807
CESM3_098bH	[-]	0.625	0.616	0.549	0.671			0.0660	1.90		0.629	0.747	0.993	0.790
CMIP6_001	[-]	0.568	0.556	0.547	0.633	0.614		0.00775	1.87		0.674	0.749	0.994	0.806
LE2_001	[-]	0.560	0.548	0.547	0.622	0.614		-0.000345	1.97		0.664	0.727	0.987	0.793

	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	[-]	0.533
CESM3_092H	[-]	0.686	0.707	0.533	0.579			0.170	1.27		0.192	0.839	0.777	0.603
CESM3_098bH	[-]	0.680	0.705	0.532	0.552			0.169	1.10		0.200	0.878	0.727	0.601
CMIP6_001	[-]	0.641	0.643	0.533	0.622	0.428		0.108	1.32		0.320	0.838	0.635	0.598
LE2_001	[-]	0.658	0.662	0.533	0.626	0.422		0.126	1.28		0.317	0.839	0.584	0.580

	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	[-]	0.328
CESM3_092H	[-]	0.411	0.391	0.328	0.500			0.0637	1.59		0.582	0.782	0.972	0.779
CESM3_098bH	[-]	0.404	0.385	0.332	0.491			0.0532	1.62		0.611	0.782	0.980	0.791
CMIP6_001	[-]	0.372	0.356	0.327	0.464	0.460		0.0285	1.94		0.675	0.738	0.984	0.799
LE2_001	[-]	0.355	0.337	0.327	0.457	0.460		0.00895	1.81		0.665	0.755	0.976	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	[-]	0.616
CESM3_092H	[-]	0.562	0.587	0.617	0.488	0.380		-0.0318	1.62		0.454	0.735	0.984	0.725
CESM3_098bH	[-]	0.572	0.598	0.616	0.493	0.394		-0.0196	1.64		0.485	0.734	0.991	0.737
CMIP6_001	[-]	0.522	0.540	0.617	0.460	0.525		-0.0809	1.90		0.420	0.684	0.988	0.697
LE2_001	[-]	0.519	0.537	0.617	0.457	0.528		-0.0838	1.84		0.400	0.696	0.989	0.695

	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	[-]	0.478
CESM3_092H	[-]	0.520	0.516	0.478	0.540	0.408		0.0378	1.84		0.503	0.764	0.979	0.749
CESM3_098bH	[-]	0.532	0.529	0.478	0.544	0.411		0.0503	1.82		0.481	0.767	0.980	0.743
CMIP6_001	[-]	0.480	0.474	0.478	0.523	0.450		-0.00342	1.78		0.534	0.770	0.983	0.762
LE2_001	[-]	0.482	0.476	0.478	0.523	0.450		-0.00173	1.80		0.533	0.769	0.981	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	[-]	0.165
CESM3_092H	[-]	0.191	0.191	0.164	0.208	0.0917		0.0270	3.44		0.563	0.435	0.943	0.647
CESM3_098bH	[-]	0.211	0.213	0.164	0.216	0.0930		0.0480	3.38		0.550	0.471	0.934	0.652
CMIP6_001	[-]	0.148	0.145	0.165	0.207	0.169		-0.0194	3.15		0.566	0.478	0.964	0.669
LE2_001	[-]	0.148	0.145	0.165	0.206	0.169		-0.0188	3.30		0.574	0.454	0.966	0.665

	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
CESM3_092H	[-]	0.614	0.644	0.476	0.532	0.334		0.164	1.15		0.235	0.875	0.620	0.577
CESM3_098bH	[-]	0.614	0.649	0.475	0.518	0.327		0.170	1.19		0.227	0.869	0.593	0.563
CMIP6_001	[-]	0.603	0.619	0.477	0.550	0.400		0.139	1.21		0.309	0.858	0.781	0.649
LE2_001	[-]	0.613	0.630	0.477	0.557	0.405		0.149	1.34		0.285	0.834	0.742	0.620

	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	[-]	0.498
CESM3_092H	[-]	0.533	0.532	0.498	0.525			0.0306	1.16		0.531	0.857	0.971	0.786
CESM3_098bH	[-]	0.549	0.550	0.497	0.538			0.0506	1.51		0.513	0.779	0.967	0.753
CMIP6_001	[-]	0.485	0.488	0.497	0.479	0.506		-0.0148	1.67		0.535	0.771	0.988	0.765
LE2_001	[-]	0.478	0.481	0.497	0.469	0.506		-0.0209	1.79		0.508	0.753	0.982	0.748

	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	[-]	0.670
CESM3_092H	[-]	0.614	0.615	0.670	0.623			-0.0550	1.80		0.547	0.738	0.894	0.726
CESM3_098bH	[-]	0.639	0.640	0.672	0.642			-0.0313	1.63		0.625	0.773	0.913	0.770
CMIP6_001	[-]	0.573	0.569	0.671	0.621	0.523		-0.102	1.39		0.384	0.821	0.917	0.707
LE2_001	[-]	0.580	0.577	0.671	0.614	0.523		-0.0934	1.34		0.426	0.825	0.880	0.710

	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	[-]	0.547
CESM3_092H	[-]	0.611	0.613	0.547	0.599			0.0660	1.66		0.577	0.766	0.996	0.780
CESM3_098bH	[-]	0.620	0.623	0.547	0.602			0.0772	1.58		0.537	0.782	0.995	0.772
CMIP6_001	[-]	0.530	0.532	0.547	0.524	0.443		-0.0130	1.73		0.576	0.744	0.921	0.747
LE2_001	[-]	0.532	0.534	0.547	0.523	0.443		-0.0103	1.72		0.589	0.741	0.911	0.747

	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
CESM3_092H	[-]	0.428	0.431	0.429	0.381			0.00254	2.11		0.565	0.706	0.856	0.709
CESM3_098bH	[-]	0.446	0.449	0.430	0.382			0.0203	2.17		0.561	0.695	0.873	0.709
CMIP6_001	[-]	0.371	0.374	0.429	0.349	0.426		-0.0534	2.00		0.520	0.711	0.920	0.717
LE2_001	[-]	0.385	0.388	0.429	0.350	0.426		-0.0403	1.92		0.549	0.715	0.951	0.738

	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	[-]	0.732
CESM3_092H	[-]	0.659	0.668	0.732	0.563			-0.0642	1.51		0.363	0.801	0.509	0.558
CESM3_098bH	[-]	0.651	0.660	0.734	0.546			-0.0732	1.53		0.334	0.790	0.497	0.540
CMIP6_001	[-]	0.681	0.685	0.732	0.602	0.590		-0.0464	1.41		0.425	0.810	0.837	0.691
LE2_001	[-]	0.677	0.682	0.732	0.583	0.590		-0.0498	1.45		0.428	0.804	0.767	0.666

	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
CESM3_092H	[-]	0.529	0.529	0.616	0.532			-0.0887	1.83		0.510	0.733	0.870	0.704
CESM3_098bH	[-]	0.519	0.519	0.617	0.512			-0.0992	1.84		0.474	0.726	0.858	0.686
CMIP6_001	[-]	0.525	0.523	0.616	0.549	0.625		-0.0958	1.74		0.485	0.754	0.940	0.727
LE2_001	[-]	0.522	0.522	0.616	0.526	0.625		-0.0967	1.62		0.514	0.777	0.836	0.709

	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	[-]	0.373
CESM3_092H	[-]	0.439	0.451	0.374	0.391	0.333		0.0804	1.94		0.372	0.700	0.704	0.592
CESM3_098bH	[-]	0.441	0.453	0.373	0.397	0.337		0.0830	1.72		0.359	0.743	0.701	0.601
CMIP6_001	[-]	0.357	0.364	0.374	0.320	0.318		-0.00516	1.68		0.470	0.761	0.765	0.665
LE2_001	[-]	0.373	0.381	0.374	0.329	0.318		0.0115	1.65		0.479	0.772	0.804	0.685

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