Continental climates Desert and semi-arid climates Global - Land Temperate climates Tropical climates

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.15
ACCESS-ESM1-5	[-]	1.56	1.56	1.15	1.61			0.409	0.606	0.691		0.682	0.730	0.931	0.943	0.803
AWI-ESM-1-1-LR	[-]	1.25	1.25	1.15	1.25			0.108	0.512	0.679		0.800	0.723	0.934	0.885	0.813
BCC-ESM1	[-]	1.07	1.06	1.15	1.22			-0.0792	0.540	0.611		0.825	0.669	0.933	0.945	0.808
CanESM5-1	[-]	1.13	1.13	1.15	1.31			-0.00514	0.579	0.662		0.822	0.651	0.928	0.914	0.793
CESM2	[-]	1.01	1.00	1.15	1.24			-0.129	0.518	0.595		0.823	0.684	0.941	0.974	0.821
CMCC-ESM2	[-]	1.15	1.15	1.15	1.35			0.0123	0.451	0.588		0.834	0.732	0.944	0.949	0.838
CNRM-ESM2-1	[-]	1.15	1.14	1.15	1.41			0.00549	0.464	0.622		0.825	0.719	0.946	0.982	0.838
EC-Earth3-CC	[-]	1.13	1.12	1.15	1.43			-0.0236	0.499	0.535		0.810	0.717	0.945	0.880	0.814
GFDL-ESM4	[-]	1.38	1.37	1.15	1.44			0.222	0.454	0.446		0.787	0.754	0.960	0.990	0.849
GISS-E3-G	[-]	0.819	0.808	1.15	0.969			-0.326	0.782	0.752		0.737	0.559	0.917	0.968	0.748
IPSL-CM6A-LR	[-]	1.20	1.19	1.15	1.23			0.0615	0.421	0.532		0.851	0.744	0.950	0.979	0.854
MPI-ESM1-2-LR	[-]	1.34	1.33	1.15	1.35			0.189	0.502	0.571		0.781	0.746	0.945	0.897	0.823
MRI-ESM2-0	[-]	1.29	1.29	1.15	1.34			0.147	0.528	0.536		0.799	0.706	0.947	0.919	0.815
NorESM2-LM	[-]	0.970	0.969	1.15	1.14			-0.167	0.571	0.584		0.801	0.655	0.940	0.956	0.801
SAM0-UNICON	[-]	0.950	0.945	1.15	1.25			-0.187	0.605	0.559		0.750	0.655	0.947	0.876	0.777
TaiESM1	[-]	0.989	0.985	1.15	1.28			-0.148	0.568	0.536		0.763	0.675	0.948	0.872	0.787
UKESM1-0-LL	[-]	1.10	1.09	1.15	1.34			-0.0447	0.451	0.586		0.860	0.716	0.942	0.975	0.842

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.631
ACCESS-ESM1-5	[-]	1.02	1.00	0.631	2.07			0.448	0.718	1.52		0.448	0.500	0.777	0.792	0.603
AWI-ESM-1-1-LR	[-]	0.818	0.827	0.631	0.758			0.316	0.682	1.23		0.554	0.505	0.829	0.724	0.623
BCC-ESM1	[-]	0.957	0.952	0.631	2.06			0.412	0.662	1.77		0.476	0.501	0.740	0.830	0.609
CanESM5-1	[-]	0.942	0.955	0.631	1.84			0.440	0.760	1.66		0.462	0.417	0.762	0.769	0.566
CESM2	[-]	0.858	0.835	0.631	2.04			0.268	0.530	1.38		0.545	0.497	0.816	0.897	0.650
CMCC-ESM2	[-]	1.04	1.04	0.631	1.61			0.475	0.739	1.31		0.462	0.461	0.816	0.822	0.605
CNRM-ESM2-1	[-]	0.806	0.781	0.631	2.35			0.227	0.595	1.66		0.563	0.497	0.755	0.825	0.627
EC-Earth3-CC	[-]	0.878	0.832	0.631	3.02			0.215	0.567	1.29		0.617	0.525	0.822	0.815	0.661
GFDL-ESM4	[-]	0.926	0.909	0.631	2.10			0.323	0.551	1.39		0.559	0.563	0.803	0.876	0.673
GISS-E3-G	[-]	0.922	0.914	0.631	1.57			0.333	0.608	1.66		0.510	0.505	0.757	0.888	0.633
IPSL-CM6A-LR	[-]	1.04	1.02	0.631	1.75			0.473	0.734	1.55		0.492	0.490	0.775	0.771	0.604
MPI-ESM1-2-LR	[-]	0.667	0.674	0.631	0.648			0.153	0.602	1.29		0.596	0.528	0.820	0.769	0.648
MRI-ESM2-0	[-]	0.996	0.984	0.631	1.36			0.416	0.702	1.54		0.475	0.440	0.782	0.830	0.593
NorESM2-LM	[-]	0.870	0.842	0.631	1.93			0.288	0.577	1.38		0.540	0.513	0.818	0.854	0.647
SAM0-UNICON	[-]	1.03	1.02	0.631	1.82			0.453	0.704	1.40		0.437	0.444	0.808	0.831	0.593
TaiESM1	[-]	1.01	1.00	0.631	1.80			0.434	0.691	1.30		0.489	0.483	0.815	0.817	0.618
UKESM1-0-LL	[-]	0.778	0.777	0.631	1.70			0.226	0.548	1.25		0.577	0.561	0.831	0.820	0.670

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.49
ACCESS-ESM1-5	[-]	1.87	1.84	1.49	2.38			0.433	0.796	1.44		0.525	0.552	0.794	0.962	0.677
AWI-ESM-1-1-LR	[-]	1.58	1.58	1.49	1.54			0.231	0.800	1.28		0.591	0.541	0.825	0.935	0.686
BCC-ESM1	[-]	1.56	1.51	1.49	2.19			0.122	0.693	1.59		0.601	0.543	0.768	0.964	0.684
CanESM5-1	[-]	1.66	1.61	1.49	2.34			0.238	0.816	1.46		0.573	0.487	0.793	0.951	0.658
CESM2	[-]	1.45	1.43	1.49	2.17			0.0256	0.610	1.31		0.634	0.562	0.820	0.971	0.710
CMCC-ESM2	[-]	1.62	1.60	1.49	2.27			0.197	0.670	1.29		0.609	0.556	0.820	0.968	0.702
CNRM-ESM2-1	[-]	1.42	1.38	1.49	2.34			-0.0143	0.679	1.43		0.618	0.555	0.799	0.952	0.696
EC-Earth3-CC	[-]	1.79	1.61	1.49	3.11			0.130	0.666	1.16		0.646	0.566	0.844	0.961	0.717
GFDL-ESM4	[-]	1.71	1.68	1.49	2.34			0.247	0.623	1.24		0.628	0.588	0.829	0.977	0.722
GISS-E3-G	[-]	1.36	1.33	1.49	2.11			-0.0839	0.765	1.49		0.584	0.512	0.787	0.948	0.669
IPSL-CM6A-LR	[-]	1.65	1.62	1.49	2.29			0.234	0.685	1.51		0.632	0.552	0.778	0.965	0.696
MPI-ESM1-2-LR	[-]	1.58	1.57	1.49	1.67			0.205	0.749	1.23		0.605	0.561	0.830	0.940	0.699
MRI-ESM2-0	[-]	1.74	1.72	1.49	2.21			0.294	0.703	1.36		0.585	0.541	0.806	0.964	0.687
NorESM2-LM	[-]	1.47	1.42	1.49	2.27			0.0308	0.655	1.34		0.618	0.556	0.817	0.966	0.703
SAM0-UNICON	[-]	1.63	1.61	1.49	2.30			0.203	0.692	1.27		0.583	0.534	0.824	0.957	0.686
TaiESM1	[-]	1.61	1.59	1.49	2.22			0.182	0.683	1.27		0.605	0.548	0.821	0.962	0.697
UKESM1-0-LL	[-]	1.57	1.54	1.49	2.31			0.147	0.613	1.15		0.650	0.595	0.847	0.963	0.730

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.08
ACCESS-ESM1-5	[-]	2.64	2.63	2.08	2.48			0.600	1.04	1.39		0.549	0.598	0.803	0.918	0.693
AWI-ESM-1-1-LR	[-]	2.32	2.33	2.08	1.79			0.408	1.10	1.42		0.570	0.556	0.801	0.727	0.642
BCC-ESM1	[-]	2.19	2.17	2.08	2.27			0.172	0.879	1.62		0.671	0.575	0.769	0.944	0.707
CanESM5-1	[-]	2.47	2.43	2.08	2.28			0.431	1.03	1.57		0.584	0.557	0.771	0.823	0.659
CESM2	[-]	2.01	2.00	2.08	2.31			0.0221	0.773	1.17		0.690	0.629	0.840	0.923	0.742
CMCC-ESM2	[-]	2.25	2.24	2.08	2.30			0.263	0.797	1.22		0.669	0.624	0.841	0.910	0.734
CNRM-ESM2-1	[-]	2.16	2.14	2.08	2.58			0.157	0.809	1.21		0.654	0.623	0.848	0.906	0.731
EC-Earth3-CC	[-]	2.53	2.50	2.08	3.05			0.431	0.835	1.07		0.618	0.659	0.863	0.894	0.739
GFDL-ESM4	[-]	2.45	2.44	2.08	2.55			0.387	0.791	1.05		0.644	0.652	0.865	0.985	0.760
GISS-E3-G	[-]	1.87	1.85	2.08	2.07			-0.159	0.845	1.29		0.677	0.594	0.823	0.963	0.730
IPSL-CM6A-LR	[-]	2.22	2.21	2.08	2.30			0.242	0.859	1.32		0.670	0.595	0.824	0.865	0.710
MPI-ESM1-2-LR	[-]	2.32	2.33	2.08	1.81			0.350	1.07	1.36		0.567	0.566	0.811	0.761	0.655
MRI-ESM2-0	[-]	2.31	2.31	2.08	2.26			0.287	0.813	1.19		0.648	0.629	0.843	0.929	0.736
NorESM2-LM	[-]	2.01	2.03	2.08	2.28			0.0617	0.822	1.26		0.680	0.605	0.830	0.897	0.724
SAM0-UNICON	[-]	2.25	2.24	2.08	2.33			0.247	0.782	1.10		0.672	0.630	0.856	0.919	0.742
TaiESM1	[-]	2.31	2.31	2.08	2.28			0.303	0.786	1.10		0.658	0.646	0.853	0.921	0.745
UKESM1-0-LL	[-]	2.31	2.31	2.08	2.32			0.311	0.806	1.09		0.646	0.648	0.859	0.852	0.731

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.16
ACCESS-ESM1-5	[-]	3.43	3.43	3.16	3.78			0.376	1.03	2.27		0.455	0.417	0.646	0.983	0.584
AWI-ESM-1-1-LR	[-]	3.15	3.16	3.16	3.21			0.185	1.21	1.94		0.404	0.392	0.706	0.936	0.566
BCC-ESM1	[-]	2.93	2.90	3.16	3.58			-0.102	0.843	2.53		0.511	0.477	0.603	0.980	0.610
CanESM5-1	[-]	3.23	3.19	3.16	3.82			0.185	1.14	2.10		0.440	0.383	0.684	0.980	0.574
CESM2	[-]	2.88	2.86	3.16	3.45			-0.170	0.773	2.17		0.532	0.523	0.664	0.973	0.643
CMCC-ESM2	[-]	3.01	2.98	3.16	3.64			-0.0452	0.800	2.20		0.537	0.485	0.658	0.957	0.625
CNRM-ESM2-1	[-]	2.53	2.48	3.16	3.28			-0.528	1.05	2.29		0.446	0.435	0.644	0.952	0.582
EC-Earth3-CC	[-]	3.23	3.17	3.16	4.05			0.0158	0.979	1.81		0.520	0.406	0.736	0.983	0.610
GFDL-ESM4	[-]	3.19	3.17	3.16	3.54			0.0822	0.862	2.11		0.561	0.430	0.679	0.925	0.605
GISS-E3-G	[-]	2.62	2.60	3.16	3.06			-0.415	0.968	2.06		0.457	0.466	0.684	0.962	0.607
IPSL-CM6A-LR	[-]	3.21	3.18	3.16	3.43			0.128	0.865	2.77		0.563	0.437	0.545	0.954	0.587
MPI-ESM1-2-LR	[-]	3.24	3.26	3.16	3.23			0.263	1.15	1.88		0.426	0.407	0.715	0.928	0.577
MRI-ESM2-0	[-]	3.42	3.41	3.16	3.42			0.292	0.883	2.26		0.483	0.481	0.642	0.967	0.611
NorESM2-LM	[-]	2.89	2.86	3.16	3.53			-0.153	0.814	2.26		0.502	0.520	0.652	0.977	0.634
SAM0-UNICON	[-]	3.38	3.36	3.16	3.92			0.306	0.772	2.10		0.564	0.497	0.668	0.977	0.640
TaiESM1	[-]	3.23	3.21	3.16	3.68			0.155	0.788	2.25		0.577	0.463	0.648	0.965	0.623
UKESM1-0-LL	[-]	3.24	3.21	3.16	3.67			0.168	0.843	1.79		0.529	0.499	0.740	0.980	0.649

Desert and semi-arid climates Continental climates Global - Land Temperate climates Tropical climates 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 Temporally integrated period mean rmse Temporally integrated period mean rmse score Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean

  Title:

Global Land Evaporation Amsterdam Model (GLEAM) Evaportranspiration

  Version:

3.3a

  Institutions:

Laboratory of Hydrology and Water Management, Ghent University, Belgium

Department of Earth Sciences, Vrije Universiteit Amsterdam, the Netherlands

  Source:

Model Product with satellite observations of climatic and environmental variables

  History:

2019-08-12: downloaded source from https://www.gleam.eu/#datasets

2019-08-16: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-gleam.py

  References:

Martens, B., D.G. Miralles, H. Lievens, R. van der Schalie, R.A.M. de Jeu, D. Fernandez-Prieto, H.E. Beck, W.A. Dorigo, and N.E.C. Verhoest (2017), GLEAM v3: satellite-based land evaporation and root-zone soil moisture, Geosci. Model Dev., 10, 1903-1925, doi:10.5194/gmd-10-1903-2017

Miralles, D.G., T.T.H. Holmes, R.A.M. De Jeu, J.H. Gash, A.G.C.A. Meesters, and A.J. Dolman (2011), Global land-surface evaporation estimated from satellite-based observations, Hydrol. Earth Syst. Sci., 15, 453-469, doi:10.5194/hess-15-453-2011

  Comments:

time_period: 1980-01 through 2018-12

original_temporal_resolution: monthly

original_spatial_resolution: 0.25 degree

original_units: mm.month-1

final_temporal_resolution: monthly

final_spatial_resolution: 0.5 degree

final_units: kg/m2/s

  Convention:

CF-1.7