Equatorial Africa Equatorial Asia Global - Land High Latitudes South America - Amazon

	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	[-]	2.61
bcc-csm1-1	[-]	3.76	3.75	2.61				0.616	1.84	2.02		0.367	0.280	0.697	0.943	0.514
BCC-CSM2-MR	[-]	4.23	4.11	2.61				1.09	2.24	1.66		0.231	0.299	0.752	0.886	0.493
CanESM2	[-]	3.49	3.49	2.61				0.742	1.99	1.60		0.411	0.358	0.763	0.941	0.566
CanESM5	[-]	4.04	4.03	2.61				1.15	2.54	1.70		0.300	0.220	0.759	0.832	0.466
CESM1-BGC	[-]	3.88	3.89	2.61				0.965	2.27	1.89		0.338	0.266	0.721	0.966	0.512
CESM2	[-]	3.55	3.56	2.61				0.572	1.62	1.33		0.519	0.382	0.815	0.962	0.612
GFDL-ESM2G	[-]	4.22	4.23	2.61				1.26	2.56	1.66		0.291	0.213	0.755	0.964	0.487
GFDL-ESM4	[-]	3.86	3.86	2.61				1.25	2.44	1.36		0.368	0.231	0.801	0.962	0.519
IPSL-CM5A-LR	[-]	3.60	3.45	2.61				0.828	2.56	1.54		0.273	0.287	0.775	0.860	0.497
IPSL-CM6A-LR	[-]	3.52	3.62	2.61				0.757	1.99	1.44		0.411	0.428	0.793	0.965	0.605
MeanCMIP5	[-]	3.55	3.55	2.62		1.96		0.936	1.86	1.38		0.418	0.428	0.797	0.971	0.608
MeanCMIP6	[-]	3.53	3.53	2.61				0.716	1.58	1.20		0.515	0.494	0.826	0.978	0.661
MIROC-ESM	[-]	4.02	4.02	2.61				1.35	2.50	1.88		0.250	0.227	0.724	0.934	0.473
MIROC-ESM2L	[-]	4.20	4.19	2.61				1.20	2.26	1.29		0.307	0.320	0.827	0.929	0.541
MPI-ESM-LR	[-]	2.93	3.04	2.61				0.960	2.39	1.40		0.445	0.448	0.797	0.863	0.600
MPI-ESM1.2-HR	[-]	2.61	2.60	2.61				0.363	2.29	1.40		0.378	0.395	0.797	0.943	0.581
NorESM1-ME	[-]	4.45	4.30	2.61				1.40	2.72	2.15		0.253	0.243	0.675	0.927	0.468
NorESM2-LM	[-]	2.90	2.81	2.61				-0.212	1.34	1.28		0.511	0.436	0.818	0.978	0.636
UK-HadGEM2-ES	[-]	2.70	2.76	2.61				0.406	2.12	1.34		0.497	0.390	0.811	0.931	0.604
UKESM1-0-LL	[-]	2.86	2.82	2.61				0.388	1.96	1.40		0.523	0.430	0.794	0.925	0.621

	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	[-]	6.13
bcc-csm1-1	[-]	8.31	8.34	6.13				1.12	3.43	2.15		0.396	0.224	0.674	0.952	0.494
BCC-CSM2-MR	[-]	8.89	8.94	6.13				2.33	3.69	2.33		0.356	0.341	0.639	0.976	0.531
CanESM2	[-]	5.81	5.82	6.13				1.07	3.41	2.47		0.270	0.447	0.598	0.960	0.544
CanESM5	[-]	9.53	9.57	6.13				2.10	3.75	2.51		0.267	0.324	0.605	0.917	0.487
CESM1-BGC	[-]	8.07	8.07	6.13				0.812	2.55	2.21		0.373	0.459	0.642	0.976	0.582
CESM2	[-]	9.56	9.57	6.13				1.48	2.90	2.06		0.307	0.410	0.688	0.902	0.544
GFDL-ESM2G	[-]	11.5	11.3	6.13				3.68	4.81	2.36		0.131	0.303	0.630	0.849	0.443
GFDL-ESM4	[-]	7.98	7.98	6.13				1.85	3.11	1.88		0.433	0.463	0.722	0.971	0.611
IPSL-CM5A-LR	[-]	7.76	7.79	6.13				1.29	3.55	2.56		0.246	0.363	0.588	0.826	0.477
IPSL-CM6A-LR	[-]	13.1	13.0	6.13				1.79	3.88	2.43		0.187	0.406	0.611	0.354	0.393
MeanCMIP5	[-]	7.71	7.71	6.12				1.60	2.66	2.23		0.426	0.598	0.645	0.863	0.626
MeanCMIP6	[-]	8.59	8.59	6.13				1.63	2.51	1.98		0.402	0.598	0.700	0.978	0.655
MIROC-ESM	[-]	7.96	7.97	6.13				2.21	3.77	2.34		0.348	0.398	0.638	0.961	0.548
MIROC-ESM2L	[-]	7.11	7.13	6.13				0.926	2.95	2.75		0.361	0.387	0.559	0.899	0.519
MPI-ESM-LR	[-]	5.57	5.56	6.13				1.88	4.35	2.92		0.179	0.292	0.517	0.930	0.442
MPI-ESM1.2-HR	[-]	5.48	5.50	6.13				1.33	3.80	2.18		0.255	0.386	0.648	0.897	0.514
NorESM1-ME	[-]	7.81	7.77	6.13				1.05	2.65	2.44		0.433	0.498	0.615	0.973	0.604
NorESM2-LM	[-]	8.48	8.46	6.13				1.64	2.65	2.06		0.385	0.488	0.687	0.963	0.602
UK-HadGEM2-ES	[-]	6.49	6.45	6.12				1.34	4.37	2.19		0.290	0.341	0.666	0.932	0.514
UKESM1-0-LL	[-]	6.69	6.70	6.13				1.27	3.35	1.89		0.420	0.453	0.723	0.968	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	[-]	2.29
bcc-csm1-1	[-]	2.15	2.14	2.29				-0.0282	1.34	1.84		0.391	0.434	0.724	0.943	0.585
BCC-CSM2-MR	[-]	2.25	2.25	2.29				0.105	1.24	1.61		0.424	0.477	0.769	0.944	0.618
CanESM2	[-]	1.84	1.82	2.29				-0.347	1.28	1.63		0.395	0.459	0.762	0.919	0.599
CanESM5	[-]	2.25	2.24	2.29				0.0886	1.39	1.69		0.405	0.422	0.752	0.909	0.582
CESM1-BGC	[-]	2.39	2.38	2.29				0.178	1.21	1.56		0.415	0.452	0.773	0.956	0.610
CESM2	[-]	2.23	2.23	2.29				0.0783	1.06	1.38		0.468	0.515	0.802	0.961	0.652
GFDL-ESM2G	[-]	2.29	2.28	2.29				0.166	1.43	1.60		0.372	0.408	0.765	0.924	0.575
GFDL-ESM4	[-]	2.41	2.40	2.29				0.111	1.13	1.44		0.453	0.461	0.798	0.965	0.627
IPSL-CM5A-LR	[-]	1.87	1.86	2.29				-0.311	1.42	1.57		0.344	0.416	0.775	0.926	0.575
IPSL-CM6A-LR	[-]	2.53	2.53	2.29				0.325	1.35	1.57		0.401	0.442	0.774	0.843	0.580
MeanCMIP5	[-]	2.27	2.27	2.30		1.46		-0.0235	0.983	1.36		0.440	0.561	0.805	0.960	0.666
MeanCMIP6	[-]	2.26	2.26	2.29				0.104	0.906	1.30		0.485	0.578	0.813	0.972	0.685
MIROC-ESM	[-]	2.29	2.28	2.29				0.141	1.39	1.79		0.335	0.410	0.736	0.940	0.566
MIROC-ESM2L	[-]	2.57	2.56	2.29				0.366	1.36	1.65		0.349	0.399	0.759	0.950	0.571
MPI-ESM-LR	[-]	2.06	1.98	2.29				-0.0576	1.17	1.44		0.419	0.489	0.797	0.948	0.629
MPI-ESM1.2-HR	[-]	1.99	1.99	2.29				-0.139	1.15	1.39		0.424	0.472	0.803	0.954	0.625
NorESM1-ME	[-]	2.28	2.27	2.29				0.0569	1.34	1.58		0.388	0.431	0.775	0.944	0.594
NorESM2-LM	[-]	2.13	2.12	2.29				-0.0366	1.09	1.43		0.458	0.502	0.797	0.966	0.645
UK-HadGEM2-ES	[-]	2.13	2.12	2.29				-0.0145	1.17	1.64		0.479	0.449	0.760	0.958	0.619
UKESM1-0-LL	[-]	2.15	2.14	2.29				0.0211	1.10	1.47		0.487	0.500	0.789	0.955	0.646

	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	[-]	1.81
bcc-csm1-1	[-]	1.52	1.52	1.81				-0.222	0.642	1.23		0.473	0.536	0.839	0.874	0.652
BCC-CSM2-MR	[-]	1.59	1.59	1.81				-0.113	0.551	1.12		0.488	0.604	0.860	0.930	0.697
CanESM2	[-]	1.48	1.48	1.81				-0.160	0.614	1.16		0.455	0.527	0.850	0.919	0.656
CanESM5	[-]	1.59	1.60	1.81				-0.107	0.590	1.09		0.511	0.538	0.854	0.897	0.667
CESM1-BGC	[-]	1.73	1.73	1.81				0.0588	0.568	0.970		0.485	0.586	0.876	0.946	0.696
CESM2	[-]	1.62	1.62	1.81				0.0565	0.527	1.03		0.469	0.619	0.872	0.978	0.711
GFDL-ESM2G	[-]	1.63	1.64	1.81				-0.131	0.601	1.14		0.430	0.521	0.851	0.920	0.649
GFDL-ESM4	[-]	1.86	1.86	1.81				0.0481	0.598	1.11		0.392	0.489	0.855	0.955	0.636
IPSL-CM5A-LR	[-]	1.64	1.62	1.81				-0.0857	0.663	1.17		0.470	0.459	0.852	0.920	0.632
IPSL-CM6A-LR	[-]	1.80	1.81	1.81				0.0765	0.681	1.20		0.442	0.464	0.849	0.956	0.635
MeanCMIP5	[-]	1.76	1.76	1.81		2.51		-0.0531	0.507	0.888		0.495	0.626	0.888	0.918	0.710
MeanCMIP6	[-]	1.68	1.68	1.81				0.00265	0.494	0.911		0.478	0.616	0.883	0.951	0.709
MIROC-ESM	[-]	1.76	1.76	1.81				0.0170	0.653	1.21		0.413	0.546	0.840	0.917	0.652
MIROC-ESM2L	[-]	1.78	1.79	1.81				0.0283	0.741	1.30		0.349	0.402	0.827	0.940	0.584
MPI-ESM-LR	[-]	1.82	1.77	1.81				0.104	0.611	1.14		0.443	0.499	0.859	0.957	0.651
MPI-ESM1.2-HR	[-]	1.83	1.82	1.81				0.0993	0.616	1.14		0.428	0.466	0.851	0.958	0.634
NorESM1-ME	[-]	1.56	1.55	1.81				-0.121	0.566	0.998		0.520	0.609	0.870	0.912	0.704
NorESM2-LM	[-]	1.58	1.58	1.81				-0.0290	0.523	1.03		0.533	0.620	0.871	0.967	0.722
UK-HadGEM2-ES	[-]	1.66	1.66	1.81				0.0405	0.639	1.22		0.466	0.404	0.840	0.967	0.616
UKESM1-0-LL	[-]	1.56	1.56	1.81				-0.0339	0.533	1.13		0.528	0.546	0.853	0.978	0.690

	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	[-]	6.21
bcc-csm1-1	[-]	4.53	4.49	6.21				-1.77	3.82	2.17		0.133	0.261	0.679	0.691	0.405
BCC-CSM2-MR	[-]	4.93	4.92	6.21				-1.26	3.66	1.92		0.246	0.267	0.729	0.716	0.445
CanESM2	[-]	3.21	3.09	6.21				-3.13	4.47	0.981		0.0586	0.384	0.887	0.677	0.478
CanESM5	[-]	4.91	4.75	6.21				-1.54	4.18	1.21		0.165	0.278	0.849	0.479	0.410
CESM1-BGC	[-]	5.41	5.42	6.21				-0.853	3.14	1.72		0.294	0.326	0.769	0.783	0.500
CESM2	[-]	5.51	5.51	6.21				-0.713	2.59	0.636		0.402	0.403	0.937	0.909	0.611
GFDL-ESM2G	[-]	3.71	3.76	6.21				-2.48	3.67	1.07		0.129	0.306	0.881	0.925	0.510
GFDL-ESM4	[-]	4.98	5.00	6.21				-1.21	2.80	1.18		0.361	0.349	0.854	0.975	0.578
IPSL-CM5A-LR	[-]	4.27	4.26	6.21				-2.03	4.14	1.03		0.166	0.226	0.885	0.771	0.455
IPSL-CM6A-LR	[-]	6.05	6.06	6.21				-0.223	2.80	1.16		0.377	0.412	0.869	0.701	0.554
MeanCMIP5	[-]	4.53	4.53	6.20				-1.68	2.64	0.828		0.207	0.524	0.919	0.966	0.628
MeanCMIP6	[-]	5.49	5.49	6.21				-0.772	2.19	1.02		0.406	0.517	0.886	0.969	0.659
MIROC-ESM	[-]	4.60	4.55	6.21				-1.70	2.90	1.61		0.221	0.421	0.764	0.944	0.554
MIROC-ESM2L	[-]	6.25	6.21	6.21				-0.00305	2.64	1.50		0.438	0.363	0.800	0.950	0.583
MPI-ESM-LR	[-]	4.30	4.30	6.21				-1.95	3.22	1.21		0.228	0.355	0.842	0.906	0.537
MPI-ESM1.2-HR	[-]	5.51	5.50	6.21				-0.854	2.61	1.22		0.406	0.452	0.848	0.856	0.603
NorESM1-ME	[-]	4.96	4.95	6.21				-1.34	3.03	1.37		0.257	0.343	0.821	0.927	0.538
NorESM2-LM	[-]	5.27	5.22	6.21				-1.01	3.09	1.08		0.358	0.268	0.885	0.893	0.534
UK-HadGEM2-ES	[-]	6.44	6.43	6.20				0.0800	2.45	1.19		0.497	0.460	0.863	0.858	0.628
UKESM1-0-LL	[-]	6.09	6.10	6.21				-0.160	2.80	1.42		0.408	0.363	0.823	0.869	0.565

Equatorial Africa Equatorial Asia Global - Land High Latitudes South America - Amazon 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:

GPCP Version 2.3 Combined Precipitation Dataset (Final)

  Version:

2.3

  Institutions:

NOAA/OAR/ESRL PSD, Boulder, Colorado, USA

ESSIC/CICS, University of Maryland, USA

  Source:

GPCC gauge analysis to bias correct satellite estimates over land and merge with satellite based on sampling

  History:

2019-04-18: downloaded source from http://www.esrl.noaa.gov/psd/data/gridded/data.gpcp.html

2019-05-09: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-pr-gpcp.py

  References:

Adler, R.F., G.J. Huffman, A. Chang, R. Ferraro, P. Xie, J. Janowiak, B. Rudolf, U. Schneider, S. Curtis, D. Bolvin, A. Gruber, J. Susskind, P. Arkin (2003), The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979 - Present), J. Hydrometeor., 4(6), 1147-1167

2} }

  Comments:

time_period: 1979-01 through 2018-12

original_temporal_resolution: monthly

original_spatial_resolution: 2.5x2.5 degree

original_units: mm/day

final_temporal_resolution: monthly

final_spatial_resolution: 0.5x0.5 degree

final_units: kg/m2/s

  Convention:

CF-1.7