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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.970
ACCESS-ESM1-5	[-]	1.43	1.48	0.971	0.544	0.685		0.437	0.974	1.27		0.528	0.417	0.871	0.609	0.568
BCC-CSM2-MR	[-]	1.74	1.74	0.972	0.811	0.676		0.729	1.17	1.21		0.396	0.504	0.874	0.393	0.534
CanESM5	[-]	1.37	1.39	0.969	0.593			0.367	1.11	1.24		0.434	0.479	0.896	0.278	0.513
CESM2	[-]	2.08	2.08	0.971	0.813	0.748		1.05	1.72	1.88		0.354	0.401	0.753	0.270	0.436
GFDL-ESM4	[-]	2.60	2.60	0.969	1.92			1.63	1.95	1.29		0.280	0.492	0.875	0.430	0.514
IPSL-CM6A-LR	[-]	1.12	1.13	0.976	0.641	0.493		0.137	0.764	1.13		0.584	0.516	0.900	0.669	0.637
MeanCMIP6	[-]	1.64	1.66	0.970	0.834			0.647	0.988	0.914		0.504	0.524	0.931	0.734	0.643
MIROC-ESM2L	[-]	1.02	1.03	0.970	0.573	0.414		0.0344	0.855	1.58		0.490	0.557	0.826	0.388	0.564
MPI-ESM1.2-HR	[-]	1.60	1.60	0.979	1.02	0.784		0.626	0.962	0.778		0.497	0.498	0.948	0.813	0.651
NorESM2-LM	[-]	2.00	1.98	0.969	0.929			0.920	1.59	1.92		0.370	0.406	0.756	0.286	0.445
UKESM1-0-LL	[-]	2.55	2.54	0.983	1.93	0.372		1.59	1.85	0.975		0.289	0.518	0.929	0.434	0.538

	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]	RMSE [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	[-]	1.17	1.31	1.22	0.108	1.62		0.0355	0.850	1.78		0.278	0.489	0.705	0.905	0.573
BCC-CSM2-MR	[-]	1.48	1.63	1.22	0.230	1.45		0.386	0.902	1.80		0.302	0.423	0.696	0.874	0.544
CanESM5	[-]	1.34	1.46	1.23	0.410			0.290	0.949	2.15		0.292	0.437	0.624	0.844	0.527
CESM2	[-]	1.36	1.50	1.22	0.227	1.72		0.325	0.973	2.20		0.338	0.491	0.610	0.873	0.560
GFDL-ESM4	[-]	1.86	2.01	1.23	1.10			0.783	1.25	2.13		0.262	0.366	0.620	0.816	0.486
IPSL-CM6A-LR	[-]	1.53	1.53	1.24	1.67	0.734		0.310	0.731	1.92		0.367	0.513	0.657	0.934	0.597
MeanCMIP6	[-]	1.43	1.58	1.23	0.269			0.373	0.683	1.63		0.394	0.543	0.699	0.955	0.627
MIROC-ESM2L	[-]	1.22	1.31	1.22	0.488	1.84		0.143	0.783	2.22		0.337	0.558	0.644	0.899	0.599
MPI-ESM1.2-HR	[-]	1.33	1.47	1.21	0.0643	1.47		0.261	0.768	1.66		0.367	0.405	0.683	0.944	0.561
NorESM2-LM	[-]	1.36	1.47	1.23	0.414			0.296	0.962	2.21		0.321	0.497	0.612	0.872	0.560
UKESM1-0-LL	[-]	2.44	2.43	1.24	2.98	0.721		1.25	1.42	1.87		0.234	0.559	0.703	0.836	0.578

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.277
ACCESS-ESM1-5	[-]	0.188	0.198	0.274	0.149	0.569		-0.0818	0.245	2.23		0.233	0.517	0.723	0.675	0.533
BCC-CSM2-MR	[-]	0.386	0.398	0.274	0.411	0.506		0.121	0.332	2.38		0.291	0.323	0.684	0.616	0.447
CanESM5	[-]	0.337	0.335	0.278	0.658			0.0656	0.275	2.47		0.313	0.415	0.653	0.581	0.475
CESM2	[-]	0.262	0.253	0.274	0.408	0.557		-0.0148	0.239	2.30		0.373	0.431	0.663	0.765	0.533
GFDL-ESM4	[-]	0.330	0.330	0.278	0.502			0.0529	0.272	2.57		0.317	0.416	0.574	0.554	0.455
IPSL-CM6A-LR	[-]	0.503	0.451	0.275	0.521	0.532		0.166	0.379	2.30		0.234	0.359	0.666	0.377	0.399
MeanCMIP6	[-]	0.389	0.385	0.277	0.521			0.108	0.209	2.17		0.362	0.497	0.737	0.738	0.566
MIROC-ESM2L	[-]	0.224	0.229	0.275	0.537	0.851		-0.0346	0.348	2.86		0.162	0.498	0.547	0.347	0.411
MPI-ESM1.2-HR	[-]	0.344	0.345	0.271	0.143	0.391		0.0762	0.253	2.12		0.340	0.420	0.718	0.687	0.517
NorESM2-LM	[-]	0.263	0.245	0.278	0.404			-0.0285	0.239	2.24		0.352	0.453	0.683	0.710	0.530
UKESM1-0-LL	[-]	0.839	0.838	0.274	1.23	0.572		0.583	0.625	2.72		0.172	0.477	0.643	0.296	0.413

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.245
ACCESS-ESM1-5	[-]	0.260	0.238	0.243	0.123	1.10		0.00107	0.261	2.72		0.267	0.376	0.594	0.463	0.415
BCC-CSM2-MR	[-]	0.552	0.551	0.244	0.413	0.747		0.313	0.477	1.78		0.216	0.192	0.729	0.373	0.341
CanESM5	[-]	0.207	0.231	0.245	0.295			0.0179	0.287	2.37		0.304	0.275	0.601	0.472	0.385
CESM2	[-]	0.591	0.563	0.243	0.227	0.781		0.331	0.616	1.79		0.260	0.254	0.754	0.207	0.346
GFDL-ESM4	[-]	0.486	0.489	0.245	0.452			0.246	0.382	1.84		0.267	0.402	0.761	0.318	0.430
IPSL-CM6A-LR	[-]	0.387	0.381	0.244	0.161	0.479		0.144	0.382	1.80		0.267	0.281	0.775	0.324	0.386
MeanCMIP6	[-]	0.540	0.525	0.245	0.321			0.286	0.371	1.56		0.300	0.347	0.801	0.551	0.469
MIROC-ESM2L	[-]	0.230	0.210	0.244	0.175	1.35		-0.00658	0.398	3.13		0.153	0.392	0.515	0.256	0.342
MPI-ESM1.2-HR	[-]	0.552	0.561	0.238	0.415	0.491		0.322	0.444	1.50		0.214	0.251	0.804	0.484	0.401
NorESM2-LM	[-]	0.630	0.558	0.245	0.202			0.315	0.627	1.77		0.241	0.280	0.768	0.190	0.352
UKESM1-0-LL	[-]	1.03	1.06	0.244	1.12	0.631		0.840	0.858	1.96		0.0908	0.424	0.739	0.118	0.359

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.50
ACCESS-ESM1-5	[-]	2.62	2.67	1.55	1.40	1.02		0.762	1.38	1.48		0.343	0.525	0.777	0.852	0.604
BCC-CSM2-MR	[-]	3.96	4.19	1.51	2.56	1.04		2.06	2.66	1.91		0.131	0.414	0.688	0.469	0.423
CanESM5	[-]	3.11	2.74	1.50	2.80			1.33	1.86	2.17		0.263	0.488	0.626	0.675	0.508
CESM2	[-]	3.43	3.55	1.55	3.15	1.08		1.91	2.16	1.91		0.198	0.530	0.687	0.681	0.525
GFDL-ESM4	[-]	3.73	3.83	1.50	4.27			2.34	2.54	1.78		0.147	0.422	0.682	0.800	0.494
IPSL-CM6A-LR	[-]	2.20	2.22	1.55	2.16	1.07		0.666	1.22	1.90		0.361	0.532	0.682	0.844	0.590
MeanCMIP6	[-]	3.05	3.07	1.50	1.95			1.29	1.53	1.46		0.288	0.574	0.752	0.895	0.617
MIROC-ESM2L	[-]	2.42	2.39	1.51	2.31	0.992		0.726	1.36	2.58		0.311	0.530	0.569	0.768	0.542
MPI-ESM1.2-HR	[-]	2.37	2.53	1.57	2.39	1.26		0.972	1.28	1.76		0.277	0.534	0.646	0.933	0.585
NorESM2-LM	[-]	3.77	3.39	1.50	3.36			1.74	2.05	2.13		0.192	0.547	0.639	0.710	0.527
UKESM1-0-LL	[-]	4.22	4.23	1.53	3.91	1.21		2.60	2.69	1.52		0.139	0.568	0.741	0.892	0.582

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.42
ACCESS-ESM1-5	[-]	2.42	2.41	1.42	1.07	1.20		0.855	1.36	1.22		0.391	0.452	0.855	0.806	0.591
BCC-CSM2-MR	[-]	2.30	2.32	1.42	1.35	1.18		0.852	1.37	1.18		0.408	0.522	0.865	0.560	0.575
CanESM5	[-]	2.09	2.08	1.41	2.46			0.673	1.26	1.34		0.453	0.491	0.842	0.554	0.566
CESM2	[-]	2.16	2.17	1.42	1.36	1.21		0.828	1.41	1.27		0.425	0.486	0.822	0.544	0.552
GFDL-ESM4	[-]	2.25	2.29	1.41	1.96			0.870	1.50	1.47		0.446	0.436	0.804	0.471	0.519
IPSL-CM6A-LR	[-]	1.73	1.72	1.41	1.39	1.41		0.303	0.916	1.26		0.549	0.524	0.850	0.893	0.668
MeanCMIP6	[-]	2.08	2.08	1.42	1.46			0.657	0.998	0.999		0.506	0.591	0.891	0.910	0.698
MIROC-ESM2L	[-]	1.56	1.55	1.41	1.28	1.02		0.151	0.952	1.56		0.515	0.541	0.790	0.651	0.607
MPI-ESM1.2-HR	[-]	1.77	1.77	1.42	1.81	1.36		0.349	0.835	1.02		0.585	0.548	0.871	0.959	0.702
NorESM2-LM	[-]	2.19	2.26	1.41	2.11			0.923	1.50	1.32		0.406	0.476	0.819	0.566	0.549
UKESM1-0-LL	[-]	3.05	3.07	1.41	2.45	1.41		1.72	1.95	1.14		0.244	0.506	0.873	0.776	0.581

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.36
ACCESS-ESM1-5	[-]	3.33	3.36	4.38	1.49	3.94		-1.41	1.71	2.82		0.125	0.649	0.506	0.962	0.578
BCC-CSM2-MR	[-]	5.38	5.37	4.38	2.81	3.94		0.655	1.75	2.89		0.149	0.478	0.515	0.791	0.482
CanESM5	[-]	4.76	4.59	4.36	4.08			0.203	1.82	3.17		0.180	0.553	0.455	0.851	0.518
CESM2	[-]	4.87	4.89	4.41	5.23	3.75		0.477	0.903	3.15		0.414	0.668	0.483	0.880	0.623
GFDL-ESM4	[-]	5.45	5.51	4.36	1.24			1.15	1.74	2.80		0.165	0.509	0.532	0.940	0.531
IPSL-CM6A-LR	[-]	5.14	5.22	4.39	4.08	3.83		0.671	1.10	2.95		0.273	0.681	0.536	0.985	0.631
MeanCMIP6	[-]	4.83	4.85	4.36	3.17			0.187	0.935	3.04		0.387	0.653	0.478	0.969	0.628
MIROC-ESM2L	[-]	3.96	3.88	4.36	4.56	3.76		-0.356	1.31	2.84		0.219	0.687	0.561	0.860	0.603
MPI-ESM1.2-HR	[-]	4.74	4.72	4.49		3.73		0.215	1.15	2.90		0.263	0.536	0.509	0.961	0.561
NorESM2-LM	[-]	4.68	4.67	4.36	4.75			0.182	1.15	3.07		0.287	0.676	0.510	0.961	0.622
UKESM1-0-LL	[-]	5.73	5.71	4.40	5.45	3.71		1.29	1.36	2.58		0.207	0.705	0.585	0.664	0.573

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.40
ACCESS-ESM1-5	[-]	2.06	2.07	2.39	0.786	2.39		-0.479	1.22	1.66		0.223	0.501	0.657	0.864	0.549
BCC-CSM2-MR	[-]	2.74	2.75	2.39	1.33	2.50		0.256	1.21	1.94		0.269	0.388	0.631	0.923	0.520
CanESM5	[-]	3.00	2.99	2.39	2.37			0.571	1.69	2.73		0.207	0.411	0.522	0.906	0.491
CESM2	[-]	2.31	2.32	2.38	1.72	2.69		-0.00701	1.14	2.90		0.277	0.515	0.510	0.936	0.550
GFDL-ESM4	[-]	3.00	3.06	2.39	0.985			0.666	1.66	2.83		0.228	0.280	0.506	0.928	0.444
IPSL-CM6A-LR	[-]	3.12	3.06	2.40	2.46	2.21		0.622	1.06	2.57		0.299	0.513	0.544	0.974	0.569
MeanCMIP6	[-]	2.85	2.85	2.40	1.74			0.387	0.956	1.99		0.324	0.530	0.607	0.943	0.587
MIROC-ESM2L	[-]	2.81	2.78	2.39	2.41	2.62		0.443	1.17	2.50		0.298	0.570	0.569	0.950	0.591
MPI-ESM1.2-HR	[-]	2.60	2.60	2.40	1.64	2.36		0.200	1.29	2.19		0.286	0.312	0.575	0.935	0.484
NorESM2-LM	[-]	2.32	2.33	2.39	1.98			-0.00671	1.17	2.93		0.280	0.523	0.507	0.937	0.554
UKESM1-0-LL	[-]	4.06	4.04	2.40	2.91	2.30		1.66	1.93	2.12		0.232	0.574	0.617	0.933	0.586

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.506
ACCESS-ESM1-5	[-]	0.462	0.469	0.510	0.0312	0.201		-0.0763	0.486	1.55		0.575	0.408	0.887	0.828	0.621
BCC-CSM2-MR	[-]	0.499	0.511	0.509	0.0589	0.199		-0.0237	0.459	1.77		0.572	0.470	0.843	0.697	0.610
CanESM5	[-]	0.226	0.245	0.505	0.0272			-0.287	0.438	1.85		0.492	0.443	0.833	0.842	0.611
CESM2	[-]	0.664	0.673	0.509	0.0298	0.227		0.123	0.929	2.80		0.423	0.298	0.669	0.466	0.431
GFDL-ESM4	[-]	2.26	2.28	0.505	0.832			1.77	1.96	1.92		0.0748	0.475	0.824	0.192	0.408
IPSL-CM6A-LR	[-]	0.411	0.420	0.559	0.140	0.0996		-0.162	0.404	1.42		0.601	0.499	0.897	0.917	0.682
MeanCMIP6	[-]	0.528	0.542	0.506	0.0773			-0.00327	0.407	1.46		0.686	0.492	0.900	0.919	0.698
MIROC-ESM2L	[-]	0.320	0.335	0.506	0.0465	0.126		-0.202	0.372	1.33		0.615	0.506	0.895	0.919	0.688
MPI-ESM1.2-HR	[-]	0.609	0.613	0.531	0.0998	0.246		0.0850	0.524	1.42		0.619	0.454	0.904	0.774	0.641
NorESM2-LM	[-]	0.472	0.517	0.505	0.0351			-0.0500	0.755	2.94		0.453	0.350	0.636	0.559	0.469
UKESM1-0-LL	[-]	1.28	1.28	0.577	1.08	0.108		0.673	0.925	1.62		0.447	0.447	0.857	0.632	0.566

	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]	RMSE [1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.780
ACCESS-ESM1-5	[-]	1.50	1.48	0.772	0.713	1.14		0.678	0.988	1.67		0.248	0.360	0.785	0.674	0.485
BCC-CSM2-MR	[-]	1.46	1.44	0.770	1.50	1.08		0.643	0.963	1.28		0.343	0.395	0.848	0.681	0.532
CanESM5	[-]	0.991	0.948	0.777	1.48			0.216	0.738	1.88		0.452	0.365	0.745	0.708	0.527
CESM2	[-]	1.38	1.38	0.774	1.71	1.03		0.629	1.10	1.11		0.384	0.345	0.845	0.578	0.499
GFDL-ESM4	[-]	1.46	1.44	0.777	1.67			0.664	0.959	1.41		0.372	0.378	0.785	0.612	0.505
IPSL-CM6A-LR	[-]	1.24	1.20	0.771	1.41	1.17		0.434	0.814	1.35		0.396	0.377	0.840	0.840	0.566
MeanCMIP6	[-]	1.36	1.35	0.780	1.38			0.576	0.772	1.01		0.384	0.507	0.886	0.886	0.634
MIROC-ESM2L	[-]	1.21	1.17	0.775	2.16	1.27		0.456	0.945	1.88		0.333	0.406	0.749	0.586	0.496
MPI-ESM1.2-HR	[-]	1.18	1.19	0.755	1.68	1.13		0.437	0.704	1.09		0.433	0.430	0.851	0.939	0.616
NorESM2-LM	[-]	1.42	1.37	0.777	2.00			0.600	1.12	1.11		0.362	0.345	0.846	0.561	0.492
UKESM1-0-LL	[-]	2.23	2.22	0.767	2.83	1.32		1.50	1.59	1.21		0.155	0.506	0.869	0.549	0.517

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]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.566		0.620	0.620
BCC-CSM2-MR	[-]	0.625		0.346	0.346
CanESM5	[-]	0.600		0.249	0.249
CESM2	[-]	0.557		0.223	0.223
GFDL-ESM4	[-]	0.583		0.133	0.133
IPSL-CM6A-LR	[-]	0.657		0.660	0.660
MeanCMIP6	[-]	0.597		0.451	0.451
MIROC-ESM2L	[-]	0.612		0.307	0.307
MPI-ESM1.2-HR	[-]	0.474		0.452	0.452
NorESM2-LM	[-]	0.572		0.369	0.369
UKESM1-0-LL	[-]	0.706		0.0592	0.0592

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.621		0.713	0.713
BCC-CSM2-MR	[-]	0.678		0.845	0.845
CanESM5	[-]	0.644		0.792	0.792
CESM2	[-]	0.639		0.845	0.845
GFDL-ESM4	[-]	0.626		0.707	0.707
IPSL-CM6A-LR	[-]	0.718		0.878	0.878
MeanCMIP6	[-]	0.696		0.849	0.849
MIROC-ESM2L	[-]	0.633		0.900	0.900
MPI-ESM1.2-HR	[-]	0.663		0.782	0.782
NorESM2-LM	[-]	0.632		0.817	0.817
UKESM1-0-LL	[-]	0.456		0.528	0.528

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.683		0.700	0.700
BCC-CSM2-MR	[-]	0.693		0.708	0.708
CanESM5	[-]	0.692		0.779	0.779
CESM2	[-]	0.847		0.833	0.833
GFDL-ESM4	[-]	0.865		0.654	0.654
IPSL-CM6A-LR	[-]	0.795		0.543	0.543
MeanCMIP6	[-]	0.738		0.712	0.712
MIROC-ESM2L	[-]	0.671		0.522	0.522
MPI-ESM1.2-HR	[-]	0.451		0.405	0.405
NorESM2-LM	[-]	0.794		0.828	0.828
UKESM1-0-LL	[-]	0.403		0.128	0.128

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.737		0.718	0.718
BCC-CSM2-MR	[-]	0.610		0.556	0.556
CanESM5	[-]	0.822		0.606	0.606
CESM2	[-]	0.706		0.411	0.411
GFDL-ESM4	[-]	0.729		0.587	0.587
IPSL-CM6A-LR	[-]	0.797		0.740	0.740
MeanCMIP6	[-]	0.608		0.554	0.554
MIROC-ESM2L	[-]	0.715		0.454	0.454
MPI-ESM1.2-HR	[-]	0.495		0.333	0.333
NorESM2-LM	[-]	0.686		0.441	0.441
UKESM1-0-LL	[-]	0.590		0.0476	0.0476

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.820		0.525	0.525
BCC-CSM2-MR	[-]	0.897		0.343	0.343
CanESM5	[-]	1.00		0.146	0.146
CESM2	[-]	0.767		0.464	0.464
GFDL-ESM4	[-]	0.883		0.126	0.126
IPSL-CM6A-LR	[-]	0.860		0.577	0.577
MeanCMIP6	[-]	0.901		0.475	0.475
MIROC-ESM2L	[-]	1.00		0.465	0.465
MPI-ESM1.2-HR	[-]	0.881		0.517	0.517
NorESM2-LM	[-]	0.896		0.138	0.138
UKESM1-0-LL	[-]	0.840		0.300	0.300

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.544		0.597	0.597
BCC-CSM2-MR	[-]	0.621		0.436	0.436
CanESM5	[-]	0.641		0.494	0.494
CESM2	[-]	0.583		0.512	0.512
GFDL-ESM4	[-]	0.723		0.453	0.453
IPSL-CM6A-LR	[-]	0.662		0.792	0.792
MeanCMIP6	[-]	0.588		0.605	0.605
MIROC-ESM2L	[-]	0.664		0.791	0.791
MPI-ESM1.2-HR	[-]	0.713		0.787	0.787
NorESM2-LM	[-]	0.612		0.457	0.457
UKESM1-0-LL	[-]	0.656		0.303	0.303

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.706		0.646	0.646
BCC-CSM2-MR	[-]	0.851		0.770	0.770
CanESM5	[-]	0.786		0.731	0.731
CESM2	[-]	0.707		0.838	0.838
GFDL-ESM4	[-]	0.812		0.717	0.717
IPSL-CM6A-LR	[-]	0.825		0.602	0.602
MeanCMIP6	[-]	0.700		0.862	0.862
MIROC-ESM2L	[-]	0.699		0.827	0.827
MPI-ESM1.2-HR	[-]	0.803		0.711	0.711
NorESM2-LM	[-]	0.788		0.827	0.827
UKESM1-0-LL	[-]	0.707		0.680	0.680

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.705		0.740	0.740
BCC-CSM2-MR	[-]	0.706		0.857	0.857
CanESM5	[-]	0.658		0.824	0.824
CESM2	[-]	0.653		0.891	0.891
GFDL-ESM4	[-]	0.673		0.795	0.795
IPSL-CM6A-LR	[-]	0.665		0.832	0.832
MeanCMIP6	[-]	0.642		0.881	0.881
MIROC-ESM2L	[-]	0.663		0.877	0.877
MPI-ESM1.2-HR	[-]	0.599		0.715	0.715
NorESM2-LM	[-]	0.622		0.881	0.881
UKESM1-0-LL	[-]	0.587		0.534	0.534

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.682		0.540	0.540
BCC-CSM2-MR	[-]	0.667		0.706	0.706
CanESM5	[-]	0.619		0.579	0.579
CESM2	[-]	0.562		0.625	0.625
GFDL-ESM4	[-]	0.589		0.0320	0.0320
IPSL-CM6A-LR	[-]	0.655		0.711	0.711
MeanCMIP6	[-]	0.716		0.712	0.712
MIROC-ESM2L	[-]	0.718		0.651	0.651
MPI-ESM1.2-HR	[-]	0.714		0.561	0.561
NorESM2-LM	[-]	0.632		0.699	0.699
UKESM1-0-LL	[-]	0.510		0.106	0.106

	Download Data	Precipitation|GPCPv2.3 Hellinger Distance [1]		Precipitation|GPCPv2.3 Score [1]	Overall Score [1]
ACCESS-ESM1-5	[-]	0.534		0.521	0.521
BCC-CSM2-MR	[-]	0.516		0.457	0.457
CanESM5	[-]	0.736		0.531	0.531
CESM2	[-]	0.535		0.439	0.439
GFDL-ESM4	[-]	0.618		0.541	0.541
IPSL-CM6A-LR	[-]	0.583		0.648	0.648
MeanCMIP6	[-]	0.501		0.538	0.538
MIROC-ESM2L	[-]	0.651		0.715	0.715
MPI-ESM1.2-HR	[-]	0.486		0.645	0.645
NorESM2-LM	[-]	0.516		0.332	0.332
UKESM1-0-LL	[-]	0.476		0.163	0.163

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

  Title:

NOAA Climate Data Record (CDR) of AVHRR Leaf Area Index (LAI) and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR), AVH15C1

  Version:

5

  Institutions:

Goddard Space Flight Center (GSFC), NASA, USA

University of Maryland (UMD), USA

Climate Data Record (CDR), NOAA, USA

National Centers for Environmental Information (NCEI), NESDIS, NOAA, U.S. Department of Commerce

  Source:

This daily gridded Leaf Area Index (LAI) derived from the NOAA Climate Data Record (CDR) of Advanced Very High Resolution Radiometer (AVHRR) Surface Reflectance.

  History:

2019-08-23: downloaded source from https://www.ncei.noaa.gov/metadata/geoportal/rest/metadata/item/gov.noaa.ncdc:C01559/html

2019-09-12: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-lai-avh15c1.py

  References:

Vermote, Eric (2019), NOAA Climate Data Record (CDR) of AVHRR Leaf Area Index (LAI) and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) Version 5, NOAA National Centers for Environmental Information, , , doi:10.7289/V5TT4P69

Claverie, M., Matthews, J., Vermote, E., and Justice, C. (2016), A 30+ Year AVHRR LAI and FAPAR Climate Data Record: Algorithm Description and Validation, Remote Sensing, 8, 263, doi:10.3390/rs8030263

  Comments:

time_period: 1981-01 through 2019-12

original_temporal_resolution: daily

original_spatial_resolution: 0.05 degree

original_units: 1

final_temporal_resolution: monthly

final_spatial_resolution: 0.5 degree

final_units: 1

  Convention:

CF-1.7