Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland

	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
ACCESS-ESM1-5	[-]	0.723	0.727	0.533	0.669	0.455		0.193	1.16		0.243	0.854	0.993	0.697
BCC-CSM2-MR	[-]	0.651	0.654	0.534	0.603	0.502		0.119	1.46		0.439	0.816	0.876	0.710
CanESM5	[-]	0.592	0.592	0.534	0.559	0.323		0.0578	1.24		0.580	0.861	0.941	0.794
CESM2	[-]	0.561	0.560	0.535	0.573			0.0260	1.32		0.590	0.821	0.975	0.795
GFDL-ESM4	[-]	0.743	0.748	0.533	0.668	0.487		0.214	1.32		0.197	0.843	0.886	0.642
IPSL-CM6A-LR	[-]	0.622	0.622	0.534	0.605	0.345		0.0883	1.64		0.540	0.752	0.968	0.753
MeanCMIP6	[-]	0.642	0.645	0.532	0.602			0.113	1.20		0.415	0.854	0.993	0.754
MIROC-ESM2L	[-]	0.695	0.705	0.533	0.620			0.172	1.82		0.286	0.749	0.754	0.596
MPI-ESM1.2-HR	[-]	0.624	0.631	0.535	0.526	0.455		0.0963	1.56		0.440	0.777	0.653	0.623
NorESM2-LM	[-]	0.579	0.580	0.534	0.568			0.0448	1.42		0.595	0.804	0.948	0.782
UKESM1-0-LL	[-]	0.614	0.615	0.534	0.581			0.0813	1.05		0.533	0.879	0.995	0.802

	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
ACCESS-ESM1-5	[-]	0.605	0.576	0.478	0.765	0.433		0.101	1.92		0.399	0.716	0.932	0.682
BCC-CSM2-MR	[-]	0.537	0.500	0.478	0.729	0.449		0.0243	1.96		0.467	0.716	0.953	0.712
CanESM5	[-]	0.576	0.549	0.478	0.701	0.377		0.0716	1.87		0.432	0.749	0.956	0.712
CESM2	[-]	0.526	0.489	0.478	0.716	0.406		0.0143	1.81		0.521	0.765	0.978	0.754
GFDL-ESM4	[-]	0.615	0.584	0.478	0.766	0.592		0.106	2.06		0.362	0.685	0.892	0.646
IPSL-CM6A-LR	[-]	0.565	0.533	0.478	0.735	0.395		0.0568	1.83		0.533	0.743	0.971	0.749
MeanCMIP6	[-]	0.573	0.539	0.476	0.747	0.475		0.0627	1.64		0.527	0.776	0.976	0.760
MIROC-ESM2L	[-]	0.645	0.617	0.478	0.739	0.481		0.140	2.19		0.303	0.675	0.909	0.629
MPI-ESM1.2-HR	[-]	0.514	0.483	0.478	0.669	0.422		0.00946	1.85		0.406	0.715	0.837	0.653
NorESM2-LM	[-]	0.526	0.492	0.478	0.696	0.415		0.0154	1.77		0.512	0.767	0.971	0.750
UKESM1-0-LL	[-]	0.567	0.529	0.478	0.739	0.461		0.0537	1.67		0.461	0.763	0.921	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	[-]	0.217
ACCESS-ESM1-5	[-]	0.300	0.279	0.218	0.732	0.175		0.0670	2.08		0.491	0.729	0.680	0.633
BCC-CSM2-MR	[-]	0.237	0.214	0.217	0.700			0.000574	2.09		0.571	0.745	0.788	0.701
CanESM5	[-]	0.321	0.290	0.218	0.715			0.0728	2.28		0.462	0.720	0.685	0.622
CESM2	[-]	0.264	0.241	0.218	0.671			0.0266	2.38		0.632	0.692	0.841	0.721
GFDL-ESM4	[-]	0.271	0.245	0.218	0.748			0.0286	2.02		0.552	0.765	0.768	0.695
IPSL-CM6A-LR	[-]	0.303	0.271	0.221	0.696			0.0515	2.00		0.500	0.787	0.706	0.664
MeanCMIP6	[-]	0.273	0.246	0.217	0.775			0.0285	1.77		0.610	0.803	0.865	0.759
MIROC-ESM2L	[-]	0.329	0.309	0.218	0.637			0.0927	2.31		0.438	0.690	0.660	0.596
MPI-ESM1.2-HR	[-]	0.154	0.126	0.219	0.644			-0.0850	1.71		0.416	0.791	0.756	0.654
NorESM2-LM	[-]	0.259	0.237	0.218	0.661			0.0211	2.23		0.561	0.712	0.780	0.684
UKESM1-0-LL	[-]	0.244	0.210	0.219	0.737			-0.00561	1.63		0.558	0.817	0.717	0.697

	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	[-]	0.293
ACCESS-ESM1-5	[-]	0.414	0.406	0.293	0.740	0.464		0.115	1.78		0.394	0.732	0.642	0.589
BCC-CSM2-MR	[-]	0.335	0.328	0.289	0.600			0.0456	2.03		0.505	0.674	0.633	0.604
CanESM5	[-]	0.381	0.376	0.291	0.608			0.0909	2.38		0.362	0.640	0.452	0.484
CESM2	[-]	0.312	0.304	0.289	0.581			0.0204	2.54		0.530	0.614	0.705	0.616
GFDL-ESM4	[-]	0.300	0.295	0.291	0.680			0.00457	2.06		0.523	0.685	0.680	0.630
IPSL-CM6A-LR	[-]	0.335	0.336	0.291	0.593	0.264		0.0437	2.13		0.410	0.683	0.468	0.521
MeanCMIP6	[-]	0.339	0.332	0.293	0.666			0.0392	1.94		0.561	0.713	0.848	0.707
MIROC-ESM2L	[-]	0.449	0.442	0.291	0.647			0.154	2.27		0.365	0.643	0.526	0.512
MPI-ESM1.2-HR	[-]	0.221	0.217	0.289	0.674			-0.0628	2.09		0.421	0.667	0.574	0.554
NorESM2-LM	[-]	0.308	0.307	0.292	0.585			0.0162	2.40		0.475	0.644	0.685	0.601
UKESM1-0-LL	[-]	0.308	0.307	0.290	0.704			0.0178	2.17		0.450	0.675	0.502	0.542

	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	[-]	0.568
ACCESS-ESM1-5	[-]	0.724	0.721	0.560	0.759			0.167	1.88		0.319	0.685	0.814	0.606
BCC-CSM2-MR	[-]	0.700	0.706	0.568	0.715	0.417		0.153	2.59		0.361	0.580	0.877	0.606
CanESM5	[-]	0.679	0.694	0.575	0.674	0.421		0.122	2.10		0.346	0.651	0.929	0.642
CESM2	[-]	0.643	0.634	0.570	0.702			0.0790	1.60		0.497	0.756	0.986	0.746
GFDL-ESM4	[-]	0.803	0.802	0.560	0.807			0.237	2.13		0.224	0.682	0.752	0.553
IPSL-CM6A-LR	[-]	0.652	0.656	0.564	0.689			0.0933	2.56		0.478	0.568	0.904	0.650
MeanCMIP6	[-]	0.729	0.722	0.568	0.752			0.154	2.21		0.323	0.652	0.876	0.617
MIROC-ESM2L	[-]	0.720	0.793	0.571	0.739			0.214	2.87		0.182	0.519	0.850	0.517
MPI-ESM1.2-HR	[-]	0.658	0.667	0.560	0.649	0.415		0.122	2.43		0.352	0.601	0.973	0.642
NorESM2-LM	[-]	0.645	0.629	0.565	0.682			0.0779	1.57		0.560	0.758	0.985	0.767
UKESM1-0-LL	[-]	0.732	0.736	0.569	0.741			0.176	1.70		0.243	0.723	0.915	0.627

	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	[-]	0.628
ACCESS-ESM1-5	[-]	0.732	0.726	0.630	0.752			0.0969	2.22		0.453	0.650	0.995	0.700
BCC-CSM2-MR	[-]	0.636	0.627	0.630	0.708			-0.000614	2.73		0.479	0.551	0.927	0.653
CanESM5	[-]	0.698	0.702	0.628	0.692	0.428		0.0731	1.70		0.493	0.751	0.973	0.739
CESM2	[-]	0.597	0.587	0.630	0.688			-0.0398	1.56		0.491	0.775	0.993	0.753
GFDL-ESM4	[-]	0.797	0.803	0.629	0.766			0.172	2.43		0.233	0.615	0.941	0.596
IPSL-CM6A-LR	[-]	0.655	0.649	0.629	0.693			0.0213	2.18		0.644	0.658	0.975	0.759
MeanCMIP6	[-]	0.694	0.691	0.628	0.719			0.0631	2.07		0.591	0.670	0.969	0.743
MIROC-ESM2L	[-]	0.754	0.757	0.628	0.753			0.128	2.42		0.328	0.621	0.861	0.604
MPI-ESM1.2-HR	[-]	0.711	0.717	0.629	0.668	0.437		0.0876	1.96		0.396	0.701	0.790	0.629
NorESM2-LM	[-]	0.601	0.598	0.629	0.680			-0.0297	1.55		0.505	0.777	0.990	0.757
UKESM1-0-LL	[-]	0.702	0.696	0.629	0.732			0.0690	1.67		0.548	0.760	0.993	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	[-]	0.746
ACCESS-ESM1-5	[-]	0.806	0.794	0.749	0.889			0.0454	2.72		0.307	0.558	0.804	0.556
BCC-CSM2-MR	[-]	0.777	0.754	0.749	0.884			0.00603	2.05		0.237	0.689	0.731	0.553
CanESM5	[-]	0.787	0.757	0.749	0.872			0.00947	2.09		0.167	0.687	0.386	0.413
CESM2	[-]	0.770	0.752	0.749	0.851			0.00587	1.85		0.438	0.725	0.995	0.719
GFDL-ESM4	[-]	0.846	0.836	0.749	0.893			0.0869	3.27		0.157	0.455	0.893	0.501
IPSL-CM6A-LR	[-]	0.801	0.787	0.749	0.864			0.0397	1.85		0.392	0.734	0.910	0.679
MeanCMIP6	[-]	0.820	0.804	0.746	0.889			0.0579	1.76		0.302	0.739	0.989	0.677
MIROC-ESM2L	[-]	0.909	0.906	0.749	0.932	0.451		0.156	2.16		0.0641	0.668	0.915	0.549
MPI-ESM1.2-HR	[-]	0.809	0.811	0.749	0.801			0.0559	3.02		0.139	0.497	0.364	0.333
NorESM2-LM	[-]	0.732	0.725	0.749	0.835			-0.0222	1.86		0.288	0.729	0.985	0.668
UKESM1-0-LL	[-]	0.868	0.855	0.749	0.914			0.108	3.21		0.110	0.459	0.948	0.506

	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	[-]	0.612
ACCESS-ESM1-5	[-]	0.678	0.658	0.614	0.850			0.0497	1.87		0.442	0.720	0.784	0.649
BCC-CSM2-MR	[-]	0.628	0.597	0.613	0.838			-0.0134	1.53		0.482	0.786	0.876	0.714
CanESM5	[-]	0.686	0.673	0.613	0.838			0.0619	1.83		0.366	0.732	0.786	0.628
CESM2	[-]	0.641	0.613	0.613	0.817			0.00403	1.64		0.528	0.775	0.918	0.740
GFDL-ESM4	[-]	0.721	0.703	0.614	0.859			0.0899	2.15		0.468	0.667	0.980	0.705
IPSL-CM6A-LR	[-]	0.691	0.666	0.615	0.838			0.0522	1.51		0.572	0.787	0.980	0.780
MeanCMIP6	[-]	0.693	0.669	0.612	0.858			0.0567	1.31		0.578	0.827	0.989	0.798
MIROC-ESM2L	[-]	0.777	0.769	0.613	0.861			0.157	2.15		0.296	0.670	0.881	0.616
MPI-ESM1.2-HR	[-]	0.644	0.627	0.613	0.760	0.705		0.0192	1.96		0.389	0.692	0.597	0.559
NorESM2-LM	[-]	0.643	0.615	0.614	0.810			0.00407	1.60		0.550	0.777	0.948	0.758
UKESM1-0-LL	[-]	0.706	0.680	0.614	0.872			0.0690	1.70		0.427	0.755	0.766	0.650

	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	[-]	0.494
ACCESS-ESM1-5	[-]	0.736	0.755	0.496	0.611	0.424		0.258	1.12		0.119	0.879	0.886	0.628
BCC-CSM2-MR	[-]	0.613	0.624	0.496	0.529	0.439		0.127	1.36		0.361	0.830	0.934	0.708
CanESM5	[-]	0.573	0.581	0.498	0.513	0.405		0.0818	0.902		0.505	0.914	0.932	0.784
CESM2	[-]	0.583	0.594	0.496	0.524	0.403		0.0944	1.16		0.419	0.860	0.782	0.687
GFDL-ESM4	[-]	0.693	0.716	0.495	0.576	0.641		0.221	1.06		0.152	0.885	0.872	0.636
IPSL-CM6A-LR	[-]	0.590	0.596	0.496	0.555	0.445		0.0995	1.34		0.424	0.829	0.881	0.711
MeanCMIP6	[-]	0.620	0.633	0.494	0.542	0.495		0.139	1.16		0.296	0.873	0.997	0.722
MIROC-ESM2L	[-]	0.670	0.686	0.495	0.604	0.342		0.187	1.62		0.219	0.784	0.501	0.501
MPI-ESM1.2-HR	[-]	0.548	0.572	0.496	0.393	0.402		0.0758	1.06		0.438	0.885	0.609	0.644
NorESM2-LM	[-]	0.601	0.607	0.497	0.527	0.417		0.108	1.35		0.411	0.832	0.717	0.654
UKESM1-0-LL	[-]	0.612	0.624	0.496	0.546	0.455		0.128	1.07		0.352	0.885	0.989	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	[-]	0.516
ACCESS-ESM1-5	[-]	0.605	0.597	0.516	0.754			0.0831	2.51		0.534	0.586	0.984	0.701
BCC-CSM2-MR	[-]	0.523	0.508	0.513	0.728			-0.00423	2.68		0.519	0.562	0.969	0.684
CanESM5	[-]	0.616	0.609	0.518	0.698	0.312		0.0918	2.19		0.448	0.660	0.948	0.685
CESM2	[-]	0.505	0.492	0.513	0.692			-0.0175	1.80		0.496	0.735	0.977	0.736
GFDL-ESM4	[-]	0.627	0.619	0.516	0.775			0.103	2.65		0.417	0.557	0.858	0.611
IPSL-CM6A-LR	[-]	0.580	0.569	0.516	0.731			0.0539	2.17		0.514	0.656	0.983	0.718
MeanCMIP6	[-]	0.575	0.563	0.516	0.761			0.0475	2.14		0.612	0.654	0.992	0.753
MIROC-ESM2L	[-]	0.643	0.638	0.517	0.733			0.123	2.50		0.339	0.607	0.786	0.577
MPI-ESM1.2-HR	[-]	0.509	0.501	0.514	0.659			-0.00863	2.18		0.502	0.654	0.839	0.665
NorESM2-LM	[-]	0.508	0.495	0.516	0.701			-0.0204	1.70		0.484	0.756	0.966	0.735
UKESM1-0-LL	[-]	0.557	0.548	0.513	0.748			0.0367	1.94		0.529	0.705	0.945	0.726

Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland 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:

2020-11-02: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc

2020-11-02: 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