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) [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	[-]	1.09
ACCESS-ESM1-5	[-]	1.53	1.54	1.08	1.29			0.438	0.636	0.738		0.696	0.740	0.926	0.940	0.809
BCC-CSM2-MR	[-]	1.03	1.03	1.08	0.960			-0.0644	0.530	0.663		0.816	0.681	0.936	0.978	0.818
CanESM5	[-]	1.01	1.01	1.08	0.953			-0.0744	0.580	0.880		0.839	0.644	0.911	0.973	0.802
CESM2	[-]	0.957	0.959	1.08	0.927			-0.115	0.532	0.634		0.800	0.692	0.934	0.978	0.819
GFDL-ESM4	[-]	1.29	1.30	1.08	1.19			0.216	0.444	0.575		0.811	0.761	0.948	0.990	0.854
IPSL-CM6A-LR	[-]	1.07	1.08	1.08	1.04			0.00237	0.433	0.743		0.867	0.731	0.929	0.985	0.849
MeanCMIP6	[-]	1.08	1.10	1.09	1.03			0.00838	0.405	0.598		0.876	0.744	0.945	0.975	0.857
MIROC-ESM2L	[-]	1.46	1.47	1.08	1.23			0.372	0.667	0.818		0.715	0.695	0.916	0.810	0.766
MPI-ESM1.2-HR	[-]	1.27	1.28	1.08	1.17			0.185	0.485	0.617		0.800	0.743	0.938	0.941	0.833
NorESM2-LM	[-]	0.915	0.923	1.08	0.815			-0.161	0.587	0.698		0.778	0.664	0.927	0.973	0.801
UKESM1-0-LL	[-]	1.05	1.05	1.08	1.01			-0.0418	0.482	0.677		0.851	0.706	0.932	0.979	0.835

	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	[-]	1.35
ACCESS-ESM1-5	[-]	1.69	1.67	1.35	2.31			0.398	0.729	1.33		0.520	0.515	0.732	0.949	0.646
BCC-CSM2-MR	[-]	1.43	1.40	1.35	2.24			0.122	0.601	1.35		0.623	0.528	0.732	0.969	0.676
CanESM5	[-]	1.52	1.47	1.35	2.31			0.233	0.756	1.34		0.538	0.468	0.747	0.949	0.634
CESM2	[-]	1.32	1.29	1.35	2.10			0.0282	0.562	1.22		0.606	0.571	0.753	0.971	0.695
GFDL-ESM4	[-]	1.72	1.58	1.35	2.85			0.230	0.573	1.17		0.612	0.535	0.761	0.976	0.684
IPSL-CM6A-LR	[-]	1.50	1.47	1.35	2.24			0.218	0.630	1.39		0.619	0.518	0.693	0.962	0.662
MeanCMIP6	[-]	1.51	1.47	1.35	2.44			0.188	0.496	1.03		0.660	0.621	0.787	0.980	0.734
MIROC-ESM2L	[-]	1.94	1.89	1.35	2.45			0.604	0.889	1.31		0.433	0.540	0.743	0.916	0.635
MPI-ESM1.2-HR	[-]	1.43	1.43	1.35	1.63			0.154	0.645	1.14		0.523	0.515	0.781	0.949	0.657
NorESM2-LM	[-]	1.35	1.30	1.35	2.28			0.0329	0.602	1.24		0.583	0.561	0.745	0.966	0.683
UKESM1-0-LL	[-]	1.43	1.40	1.35	2.26			0.140	0.567	1.06		0.621	0.569	0.794	0.965	0.703

	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	[-]	0.584
ACCESS-ESM1-5	[-]	0.820	0.816	0.583	1.78			0.356	0.680	1.85		0.455	0.468	0.665	0.797	0.571
BCC-CSM2-MR	[-]	0.741	0.736	0.583	1.91			0.254	0.557	1.90		0.521	0.505	0.687	0.854	0.614
CanESM5	[-]	0.914	0.861	0.583	2.14			0.421	0.760	1.95		0.454	0.419	0.687	0.786	0.553
CESM2	[-]	0.758	0.736	0.583	1.91			0.251	0.512	1.62		0.570	0.532	0.728	0.882	0.649
GFDL-ESM4	[-]	0.916	0.844	0.583	3.14			0.263	0.510	1.66		0.513	0.534	0.714	0.891	0.637
IPSL-CM6A-LR	[-]	0.980	0.902	0.583	2.04			0.435	0.717	1.77		0.431	0.461	0.728	0.779	0.572
MeanCMIP6	[-]	0.810	0.790	0.584	2.24			0.289	0.497	1.41		0.526	0.582	0.730	0.908	0.666
MIROC-ESM2L	[-]	1.10	1.06	0.583	1.96			0.568	0.804	1.55		0.366	0.493	0.788	0.734	0.575
MPI-ESM1.2-HR	[-]	0.390	0.391	0.583	0.414			-0.0591	0.453	1.28		0.561	0.527	0.735	0.837	0.638
NorESM2-LM	[-]	0.785	0.744	0.583	1.95			0.269	0.559	1.59		0.532	0.525	0.735	0.850	0.633
UKESM1-0-LL	[-]	0.641	0.621	0.583	1.68			0.151	0.527	1.48		0.544	0.523	0.728	0.836	0.631

	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	[-]	0.481
ACCESS-ESM1-5	[-]	0.982	0.946	0.479	1.92			0.486	0.667	1.12		0.472	0.551	0.809	0.843	0.645
BCC-CSM2-MR	[-]	0.856	0.839	0.479	1.45			0.385	0.572	1.29		0.540	0.555	0.816	0.863	0.666
CanESM5	[-]	0.775	0.748	0.479	1.16			0.395	0.690	1.52		0.533	0.450	0.753	0.625	0.562
CESM2	[-]	0.768	0.751	0.479	1.30			0.298	0.549	1.08		0.579	0.500	0.863	0.904	0.669
GFDL-ESM4	[-]	0.799	0.783	0.479	2.26			0.305	0.505	1.05		0.562	0.564	0.838	0.876	0.681
IPSL-CM6A-LR	[-]	0.841	0.828	0.479	1.18			0.399	0.643	1.36		0.484	0.477	0.811	0.742	0.598
MeanCMIP6	[-]	0.822	0.800	0.481	1.60			0.345	0.512	0.943		0.554	0.588	0.877	0.920	0.705
MIROC-ESM2L	[-]	1.20	1.15	0.479	1.70			0.724	0.900	1.22		0.420	0.490	0.832	0.641	0.575
MPI-ESM1.2-HR	[-]	0.573	0.577	0.479	0.796			0.138	0.460	1.27		0.609	0.500	0.812	0.862	0.657
NorESM2-LM	[-]	0.755	0.730	0.479	1.21			0.301	0.574	1.18		0.575	0.497	0.846	0.842	0.652
UKESM1-0-LL	[-]	0.696	0.704	0.479	2.14			0.273	0.503	1.01		0.621	0.584	0.856	0.739	0.677

	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	[-]	2.18
ACCESS-ESM1-5	[-]	2.14	2.54	2.17	1.62			0.301	1.14	2.20		0.400	0.417	0.623	0.924	0.556
BCC-CSM2-MR	[-]	2.17	2.36	2.17	1.67			0.114	1.03	1.82		0.423	0.456	0.713	0.914	0.593
CanESM5	[-]	1.93	2.31	2.17	1.53			0.0916	1.22	2.59		0.462	0.329	0.610	0.923	0.531
CESM2	[-]	1.81	1.93	2.17	1.64			-0.210	0.968	2.03		0.506	0.490	0.664	0.956	0.621
GFDL-ESM4	[-]	2.35	2.39	2.17	2.13			0.211	0.851	1.63		0.513	0.447	0.716	0.969	0.619
IPSL-CM6A-LR	[-]	1.51	1.68	2.17	1.45			-0.368	1.17	2.37		0.411	0.410	0.609	0.905	0.549
MeanCMIP6	[-]	2.23	2.31	2.18	1.78			0.0750	0.875	1.91		0.498	0.523	0.685	0.964	0.638
MIROC-ESM2L	[-]	2.98	3.32	2.17	2.43			1.00	1.50	3.07		0.290	0.455	0.475	0.892	0.513
MPI-ESM1.2-HR	[-]	2.13	2.32	2.17	1.52			0.130	0.921	1.77		0.469	0.456	0.723	0.898	0.600
NorESM2-LM	[-]	1.90	1.98	2.17	1.50			-0.209	0.942	1.77		0.500	0.516	0.704	0.905	0.628
UKESM1-0-LL	[-]	2.28	2.36	2.17	1.59			0.0665	0.988	2.13		0.465	0.488	0.672	0.901	0.603

	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	[-]	1.71
ACCESS-ESM1-5	[-]	2.24	2.23	1.70	2.17			0.560	0.899	1.11		0.603	0.650	0.841	0.956	0.740
BCC-CSM2-MR	[-]	1.71	1.72	1.70	1.97			0.0536	0.649	1.09		0.768	0.661	0.854	0.961	0.781
CanESM5	[-]	1.92	1.89	1.70	1.95			0.255	0.816	1.06		0.701	0.602	0.838	0.881	0.725
CESM2	[-]	1.57	1.56	1.70	1.81			-0.0654	0.657	0.947		0.750	0.670	0.872	0.946	0.782
GFDL-ESM4	[-]	2.00	2.02	1.70	2.07			0.312	0.661	0.696		0.724	0.685	0.901	0.965	0.792
IPSL-CM6A-LR	[-]	1.74	1.74	1.70	1.80			0.119	0.662	0.885		0.752	0.663	0.873	0.881	0.766
MeanCMIP6	[-]	1.83	1.84	1.71	1.97			0.180	0.591	0.822		0.777	0.702	0.891	0.967	0.808
MIROC-ESM2L	[-]	2.33	2.31	1.70	2.32			0.647	1.02	1.17		0.561	0.613	0.823	0.833	0.689
MPI-ESM1.2-HR	[-]	2.09	2.10	1.70	2.01			0.401	0.801	0.795		0.649	0.655	0.896	0.938	0.759
NorESM2-LM	[-]	1.56	1.59	1.70	1.78			-0.0416	0.671	0.918		0.754	0.652	0.879	0.935	0.774
UKESM1-0-LL	[-]	1.79	1.80	1.70	1.92			0.153	0.635	0.927		0.756	0.675	0.880	0.910	0.779

	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	[-]	3.95
ACCESS-ESM1-5	[-]	4.06	4.09	3.95	3.86			0.166	0.695	2.94		0.489	0.373	0.501	0.983	0.544
BCC-CSM2-MR	[-]	3.90	3.90	3.95	4.05			0.0211	0.687	2.77		0.441	0.411	0.550	0.994	0.562
CanESM5	[-]	3.82	3.70	3.95	3.96			-0.124	0.959	3.04		0.378	0.319	0.487	0.895	0.479
CESM2	[-]	3.35	3.35	3.95	3.44			-0.538	0.761	2.77		0.265	0.516	0.535	0.897	0.546
GFDL-ESM4	[-]	3.84	3.83	3.95	4.01			-0.118	0.713	2.86		0.462	0.350	0.514	0.990	0.533
IPSL-CM6A-LR	[-]	3.43	3.47	3.95	3.18			-0.431	0.864	3.00		0.411	0.333	0.489	0.915	0.496
MeanCMIP6	[-]	3.83	3.84	3.95	3.83			-0.0756	0.509	2.69		0.546	0.498	0.535	0.915	0.598
MIROC-ESM2L	[-]	4.70	4.64	3.95	4.38			0.614	0.895	2.57		0.287	0.442	0.576	0.992	0.548
MPI-ESM1.2-HR	[-]	4.29	4.27	3.95	3.90			0.296	1.07	2.53		0.258	0.333	0.580	0.680	0.437
NorESM2-LM	[-]	3.39	3.39	3.95	3.63			-0.480	0.731	2.62		0.287	0.515	0.561	0.861	0.548
UKESM1-0-LL	[-]	3.99	3.99	3.95	3.82			0.0494	0.589	2.26		0.474	0.437	0.628	0.993	0.594

	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	[-]	2.78
ACCESS-ESM1-5	[-]	3.17	3.15	2.78	3.68			0.483	1.09	1.94		0.460	0.434	0.678	0.979	0.597
BCC-CSM2-MR	[-]	2.82	2.79	2.78	3.81			0.128	0.893	2.11		0.571	0.462	0.656	0.982	0.627
CanESM5	[-]	3.01	2.99	2.78	3.71			0.352	1.17	1.76		0.444	0.406	0.717	0.975	0.589
CESM2	[-]	2.63	2.60	2.78	3.40			-0.0459	0.765	1.84		0.566	0.528	0.689	0.980	0.658
GFDL-ESM4	[-]	3.06	2.98	2.78	4.12			0.201	0.873	1.76		0.575	0.446	0.696	0.925	0.618
IPSL-CM6A-LR	[-]	3.01	2.95	2.78	3.45			0.293	0.883	2.41		0.595	0.456	0.567	0.967	0.608
MeanCMIP6	[-]	2.98	2.95	2.78	3.76			0.263	0.664	1.55		0.617	0.589	0.747	0.938	0.696
MIROC-ESM2L	[-]	3.69	3.67	2.78	3.95			0.944	1.30	1.99		0.351	0.503	0.672	0.981	0.602
MPI-ESM1.2-HR	[-]	2.92	2.92	2.78	2.71			0.256	1.12	1.56		0.429	0.438	0.734	0.913	0.590
NorESM2-LM	[-]	2.65	2.61	2.78	3.46			-0.0226	0.829	1.99		0.533	0.524	0.663	0.980	0.645
UKESM1-0-LL	[-]	2.96	2.92	2.78	3.55			0.259	0.877	1.52		0.550	0.518	0.753	0.972	0.662

	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	[-]	0.578
ACCESS-ESM1-5	[-]	0.829	0.844	0.576	0.614			0.234	0.418	0.737		0.736	0.703	0.931	0.882	0.791
BCC-CSM2-MR	[-]	0.471	0.478	0.576	0.317			-0.115	0.420	0.502		0.826	0.633	0.956	0.956	0.801
CanESM5	[-]	0.497	0.511	0.576	0.377			-0.0850	0.405	0.602		0.848	0.643	0.940	0.951	0.805
CESM2	[-]	0.448	0.456	0.576	0.303			-0.129	0.416	0.613		0.817	0.657	0.947	0.959	0.807
GFDL-ESM4	[-]	0.743	0.762	0.576	0.534			0.187	0.342	0.488		0.793	0.758	0.961	0.952	0.844
IPSL-CM6A-LR	[-]	0.610	0.620	0.576	0.454			0.0283	0.314	0.603		0.887	0.730	0.948	0.979	0.855
MeanCMIP6	[-]	0.552	0.564	0.578	0.414			-0.0316	0.295	0.379		0.899	0.731	0.966	0.978	0.861
MIROC-ESM2L	[-]	0.747	0.761	0.576	0.523			0.153	0.404	0.645		0.822	0.697	0.946	0.964	0.825
MPI-ESM1.2-HR	[-]	0.624	0.632	0.576	0.465			0.0428	0.305	0.629		0.865	0.739	0.946	0.958	0.850
NorESM2-LM	[-]	0.391	0.411	0.576	0.263			-0.182	0.485	0.597		0.763	0.607	0.946	0.908	0.766
UKESM1-0-LL	[-]	0.528	0.531	0.576	0.441			-0.0612	0.327	0.405		0.860	0.707	0.961	0.947	0.836

	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	[-]	1.23
ACCESS-ESM1-5	[-]	1.82	1.81	1.23	2.15			0.615	0.862	0.918		0.564	0.639	0.861	0.961	0.733
BCC-CSM2-MR	[-]	1.45	1.44	1.23	1.86			0.257	0.646	0.936		0.726	0.628	0.863	0.962	0.761
CanESM5	[-]	1.55	1.50	1.23	1.93			0.351	0.802	1.11		0.649	0.572	0.838	0.905	0.707
CESM2	[-]	1.34	1.33	1.23	1.91			0.153	0.644	0.902		0.727	0.615	0.876	0.965	0.760
GFDL-ESM4	[-]	1.69	1.66	1.23	2.53			0.428	0.703	0.772		0.653	0.660	0.898	0.960	0.766
IPSL-CM6A-LR	[-]	1.58	1.53	1.23	1.88			0.369	0.741	0.900		0.653	0.603	0.889	0.952	0.740
MeanCMIP6	[-]	1.53	1.50	1.23	2.12			0.315	0.609	0.704		0.705	0.676	0.897	0.978	0.786
MIROC-ESM2L	[-]	1.96	1.93	1.23	2.34			0.753	1.08	0.914		0.491	0.575	0.869	0.797	0.661
MPI-ESM1.2-HR	[-]	1.46	1.46	1.23	1.38			0.288	0.753	0.848		0.646	0.591	0.875	0.930	0.726
NorESM2-LM	[-]	1.37	1.32	1.23	2.01			0.165	0.674	0.855		0.711	0.601	0.883	0.929	0.745
UKESM1-0-LL	[-]	1.42	1.41	1.23	1.84			0.244	0.621	0.807		0.714	0.662	0.886	0.938	0.772

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	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.516	0.589		0.604	0.692	0.648
BCC-CSM2-MR	[-]	0.689	0.656		0.806	0.726	0.766
CanESM5	[-]	0.729	0.752		0.737	0.809	0.773
CESM2	[-]	0.682	0.704		0.785	0.811	0.798
GFDL-ESM4	[-]	0.652	0.643		0.662	0.677	0.670
IPSL-CM6A-LR	[-]	0.727	0.822		0.802	0.690	0.746
MeanCMIP6	[-]	0.702	0.775		0.812	0.838	0.825
MIROC-ESM2L	[-]	0.597	0.645		0.361	0.587	0.474
MPI-ESM1.2-HR	[-]	0.698	0.767		0.738	0.765	0.752
NorESM2-LM	[-]	0.679	0.653		0.737	0.812	0.774
UKESM1-0-LL	[-]	0.738	0.652		0.805	0.724	0.764

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.758	0.688		0.876	0.680	0.778
BCC-CSM2-MR	[-]	0.798	0.746		0.926	0.788	0.857
CanESM5	[-]	0.770	0.712		0.881	0.732	0.806
CESM2	[-]	0.813	0.726		0.897	0.833	0.865
GFDL-ESM4	[-]	0.784	0.736		0.887	0.728	0.807
IPSL-CM6A-LR	[-]	0.801	0.753		0.879	0.716	0.797
MeanCMIP6	[-]	0.822	0.752		0.910	0.767	0.838
MIROC-ESM2L	[-]	0.741	0.689		0.795	0.580	0.687
MPI-ESM1.2-HR	[-]	0.759	0.743		0.840	0.763	0.801
NorESM2-LM	[-]	0.802	0.714		0.930	0.825	0.878
UKESM1-0-LL	[-]	0.810	0.758		0.895	0.778	0.836

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.715	0.715		0.662	0.471	0.566
BCC-CSM2-MR	[-]	0.733	0.751		0.757	0.577	0.667
CanESM5	[-]	0.655	0.607		0.577	0.409	0.493
CESM2	[-]	0.732	0.778		0.705	0.505	0.605
GFDL-ESM4	[-]	0.690	0.755		0.679	0.511	0.595
IPSL-CM6A-LR	[-]	0.674	0.627		0.703	0.331	0.517
MeanCMIP6	[-]	0.655	0.739		0.693	0.516	0.604
MIROC-ESM2L	[-]	0.680	0.658		0.603	0.254	0.428
MPI-ESM1.2-HR	[-]	0.664	0.765		0.531	0.680	0.606
NorESM2-LM	[-]	0.675	0.711		0.790	0.595	0.692
UKESM1-0-LL	[-]	0.725	0.745		0.646	0.603	0.624

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.566	0.555		0.625	0.367	0.496
BCC-CSM2-MR	[-]	0.619	0.599		0.711	0.436	0.573
CanESM5	[-]	0.620	0.566		0.497	0.468	0.483
CESM2	[-]	0.582	0.664		0.744	0.535	0.640
GFDL-ESM4	[-]	0.704	0.686		0.752	0.453	0.603
IPSL-CM6A-LR	[-]	0.702	0.573		0.740	0.230	0.485
MeanCMIP6	[-]	0.615	0.627		0.716	0.535	0.626
MIROC-ESM2L	[-]	0.585	0.568		0.661	0.284	0.472
MPI-ESM1.2-HR	[-]	0.703	0.730		0.779	0.542	0.660
NorESM2-LM	[-]	0.640	0.697		0.778	0.585	0.681
UKESM1-0-LL	[-]	0.703	0.734		0.624	0.503	0.564

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.812	0.690		0.633	0.768	0.701
BCC-CSM2-MR	[-]	0.810	0.723		0.722	0.823	0.772
CanESM5	[-]	0.724	0.715		0.812	0.846	0.829
CESM2	[-]	0.815	0.758		0.698	0.810	0.754
GFDL-ESM4	[-]	0.789	0.708		0.653	0.805	0.729
IPSL-CM6A-LR	[-]	0.781	0.686		0.641	0.817	0.729
MeanCMIP6	[-]	0.791	0.719		0.800	0.819	0.809
MIROC-ESM2L	[-]	1.00	0.706		0.619	0.669	0.644
MPI-ESM1.2-HR	[-]	0.793	0.757		0.693	0.779	0.736
NorESM2-LM	[-]	0.850	0.662		0.656	0.816	0.736
UKESM1-0-LL	[-]	0.751	0.719		0.399	0.712	0.556

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.552	0.538		0.772	0.739	0.755
BCC-CSM2-MR	[-]	0.656	0.722		0.850	0.944	0.897
CanESM5	[-]	0.639	0.700		0.812	0.863	0.837
CESM2	[-]	0.685	0.758		0.926	0.929	0.928
GFDL-ESM4	[-]	0.648	0.602		0.856	0.764	0.810
IPSL-CM6A-LR	[-]	0.689	0.731		0.895	0.859	0.877
MeanCMIP6	[-]	0.668	0.689		0.891	0.867	0.879
MIROC-ESM2L	[-]	0.611	0.587		0.700	0.736	0.718
MPI-ESM1.2-HR	[-]	0.602	0.605		0.811	0.762	0.787
NorESM2-LM	[-]	0.702	0.775		0.906	0.909	0.907
UKESM1-0-LL	[-]	0.672	0.641		0.891	0.829	0.860

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.730	0.701		0.883	0.874	0.879
BCC-CSM2-MR	[-]	0.731	0.797		0.920	0.977	0.949
CanESM5	[-]	0.739	0.696		0.876	0.962	0.919
CESM2	[-]	0.570	0.478		0.895	0.848	0.872
GFDL-ESM4	[-]	0.680	0.573		0.961	0.968	0.964
IPSL-CM6A-LR	[-]	0.834	0.648		0.882	0.828	0.855
MeanCMIP6	[-]	0.610	0.797		0.953	0.924	0.939
MIROC-ESM2L	[-]	0.707	0.508		0.810	0.792	0.801
MPI-ESM1.2-HR	[-]	0.631	0.504		0.805	0.876	0.840
NorESM2-LM	[-]	0.748	0.504		0.890	0.866	0.878
UKESM1-0-LL	[-]	0.700	0.726		0.925	0.912	0.918

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.677	0.701		0.820	0.775	0.797
BCC-CSM2-MR	[-]	0.703	0.811		0.873	0.901	0.887
CanESM5	[-]	0.702	0.717		0.845	0.816	0.830
CESM2	[-]	0.731	0.787		0.915	0.945	0.930
GFDL-ESM4	[-]	0.693	0.727		0.870	0.829	0.849
IPSL-CM6A-LR	[-]	0.726	0.721		0.853	0.820	0.836
MeanCMIP6	[-]	0.743	0.745		0.886	0.848	0.867
MIROC-ESM2L	[-]	0.637	0.594		0.783	0.630	0.707
MPI-ESM1.2-HR	[-]	0.476	0.696		0.773	0.798	0.785
NorESM2-LM	[-]	0.740	0.802		0.921	0.924	0.922
UKESM1-0-LL	[-]	0.687	0.736		0.862	0.838	0.850

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.602	0.680		0.511	0.683	0.597
BCC-CSM2-MR	[-]	0.608	0.669		0.723	0.779	0.751
CanESM5	[-]	0.704	0.688		0.792	0.807	0.799
CESM2	[-]	0.614	0.574		0.709	0.688	0.699
GFDL-ESM4	[-]	0.638	0.697		0.549	0.716	0.633
IPSL-CM6A-LR	[-]	0.744	0.729		0.803	0.820	0.812
MeanCMIP6	[-]	0.662	0.775		0.724	0.832	0.778
MIROC-ESM2L	[-]	0.702	0.790		0.589	0.814	0.701
MPI-ESM1.2-HR	[-]	0.675	0.722		0.620	0.761	0.690
NorESM2-LM	[-]	0.587	0.637		0.699	0.656	0.677
UKESM1-0-LL	[-]	0.710	0.721		0.719	0.826	0.773

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]	SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	SurfaceAirTemperature|CRU4.02 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.599	0.561		0.732	0.506	0.619
BCC-CSM2-MR	[-]	0.715	0.751		0.847	0.731	0.789
CanESM5	[-]	0.615	0.650		0.761	0.701	0.731
CESM2	[-]	0.694	0.794		0.879	0.822	0.850
GFDL-ESM4	[-]	0.599	0.595		0.816	0.636	0.726
IPSL-CM6A-LR	[-]	0.636	0.634		0.654	0.650	0.652
MeanCMIP6	[-]	0.671	0.683		0.834	0.729	0.781
MIROC-ESM2L	[-]	0.619	0.567		0.737	0.598	0.667
MPI-ESM1.2-HR	[-]	0.584	0.687		0.803	0.747	0.775
NorESM2-LM	[-]	0.699	0.792		0.848	0.847	0.848
UKESM1-0-LL	[-]	0.623	0.697		0.840	0.741	0.790

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 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 Relationship with Precipitation Relationship with func_Precipitation Relationship with SurfaceAirTemperature Relationship with func_SurfaceAirTemperature

  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