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

	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	[-]	4.40	4.42	2.78				1.07	2.52	1.76		0.598	0.423	0.774	0.877	0.619
BCC-CSM2-MR	[-]	4.95	4.95	2.78				1.40	2.43	1.78		0.536	0.476	0.754	0.932	0.635
BGCLND	[-]	3.39	3.39	3.50		1.91		-0.113	0.852	0.602		0.842	0.760	0.920	0.991	0.854
BGCLNDATM_progCO2	[-]	4.07	4.07	3.50		1.91		0.566	1.63	1.37		0.726	0.586	0.795	0.959	0.731
CanESM5	[-]	4.60	4.67	2.78				1.40	2.75	1.78		0.552	0.411	0.802	0.864	0.608
CNRM-ESM2-1	[-]	2.82	2.75	2.78				0.969	3.40	1.78		0.478	0.449	0.798	0.805	0.596
EC-Earth3-CC	[-]	3.41	3.42	2.78				0.649	2.60	1.65		0.680	0.445	0.836	0.938	0.669
MeanCMIP6	[-]	4.45	4.39	2.78				1.22	1.98	1.25		0.630	0.550	0.848	0.976	0.711
MIROC-ES2L	[-]	4.61	4.65	2.78				1.38	2.46	1.26		0.612	0.487	0.849	0.954	0.678
MPI-ESM1-2-LR	[-]	3.15	3.02	2.78				0.940	2.80	1.46		0.637	0.508	0.838	0.911	0.680
MRI-ESM2-0	[-]	4.01	4.01	2.78				1.07	2.80	1.91		0.651	0.445	0.746	0.924	0.642
NorESM2-LM	[-]	3.24	3.17	2.78				-0.153	1.43	1.31		0.771	0.570	0.843	0.976	0.746
UKESM1-0-LL	[-]	3.30	3.25	2.78				0.626	2.09	1.46		0.692	0.544	0.800	0.942	0.704

	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	[-]	6.43
ACCESS-ESM1-5	[-]	9.82	9.86	6.43				1.92	4.04	2.46		0.582	0.408	0.602	0.930	0.586
BCC-CSM2-MR	[-]	9.00	9.00	6.43				2.25	3.69	2.36		0.567	0.480	0.617	0.980	0.625
BGCLND	[-]	7.00	7.00	7.10		6.09		-0.103	1.80	1.28		0.698	0.697	0.804	0.987	0.776
BGCLNDATM_progCO2	[-]	7.52	7.52	7.10		6.09		0.421	2.40	1.52		0.605	0.645	0.764	0.842	0.700
CanESM5	[-]	9.47	9.62	6.43				1.91	3.70	2.55		0.554	0.484	0.577	0.917	0.603
CNRM-ESM2-1	[-]	8.11	8.07	6.43				0.639	3.34	2.13		0.565	0.513	0.648	0.821	0.612
EC-Earth3-CC	[-]	7.30	7.38	6.42				0.951	2.66	2.03		0.611	0.583	0.668	0.980	0.685
MeanCMIP6	[-]	8.30	8.27	6.39				1.62	2.57	2.04		0.625	0.626	0.664	0.934	0.695
MIROC-ES2L	[-]	7.08	7.16	6.43				0.691	2.87	2.54		0.659	0.519	0.561	0.904	0.632
MPI-ESM1-2-LR	[-]	6.02	5.94	6.43				1.71	3.87	2.56		0.514	0.468	0.550	0.951	0.590
MRI-ESM2-0	[-]	10.3	10.3	6.43				1.58	3.64	2.54		0.552	0.462	0.567	0.748	0.558
NorESM2-LM	[-]	8.49	8.46	6.43				1.46	2.57	2.11		0.635	0.591	0.679	0.958	0.691
UKESM1-0-LL	[-]	6.80	6.80	6.43				1.22	3.38	2.03		0.574	0.514	0.680	0.959	0.648

	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	[-]	2.30
ACCESS-ESM1-5	[-]	2.52	2.52	2.30				0.348	1.39	1.69		0.654	0.545	0.797	0.917	0.692
BCC-CSM2-MR	[-]	2.26	2.26	2.30				0.106	1.22	1.55		0.649	0.598	0.783	0.944	0.714
BGCLND	[-]	2.15	2.15	2.24		3.06		-0.0889	0.620	1.05		0.782	0.765	0.881	0.981	0.835
BGCLNDATM_progCO2	[-]	2.50	2.50	2.24		3.06		0.260	0.976	1.48		0.710	0.660	0.830	0.963	0.765
CanESM5	[-]	2.26	2.24	2.30				0.0844	1.39	1.67		0.637	0.565	0.802	0.911	0.696
CNRM-ESM2-1	[-]	2.12	2.12	2.30				-0.0499	1.37	1.55		0.616	0.586	0.809	0.924	0.704
EC-Earth3-CC	[-]	2.30	2.30	2.30				-0.000698	1.13	1.47		0.698	0.607	0.819	0.958	0.737
MeanCMIP6	[-]	2.30	2.30	2.30				0.141	0.961	1.34		0.703	0.673	0.847	0.967	0.773
MIROC-ES2L	[-]	2.57	2.56	2.30				0.362	1.36	1.61		0.641	0.573	0.787	0.950	0.705
MPI-ESM1-2-LR	[-]	1.97	1.97	2.30				-0.111	1.20	1.49		0.650	0.598	0.787	0.951	0.717
MRI-ESM2-0	[-]	2.43	2.42	2.30				0.186	1.21	1.54		0.687	0.587	0.812	0.936	0.722
NorESM2-LM	[-]	2.13	2.12	2.30				-0.0457	1.08	1.41		0.698	0.621	0.840	0.967	0.749
UKESM1-0-LL	[-]	2.15	2.15	2.30				0.0234	1.09	1.45		0.706	0.618	0.826	0.955	0.745

	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	[-]	1.82
ACCESS-ESM1-5	[-]	1.93	1.94	1.82				0.317	0.705	1.33		0.687	0.609	0.804	0.980	0.738
BCC-CSM2-MR	[-]	1.60	1.61	1.82				-0.101	0.544	1.10		0.708	0.681	0.848	0.942	0.772
BGCLND	[-]	1.51	1.51	1.62		2.09		-0.112	0.425	0.987		0.724	0.761	0.842	0.975	0.812
BGCLNDATM_progCO2	[-]	1.77	1.77	1.62		2.09		0.145	0.564	1.34		0.684	0.686	0.786	0.974	0.763
CanESM5	[-]	1.61	1.61	1.82				-0.0983	0.574	1.03		0.699	0.667	0.846	0.909	0.758
CNRM-ESM2-1	[-]	1.74	1.74	1.82				-0.0103	0.653	1.25		0.667	0.655	0.827	0.960	0.753
EC-Earth3-CC	[-]	1.84	1.83	1.82				0.0151	0.516	1.17		0.739	0.680	0.827	0.980	0.781
MeanCMIP6	[-]	1.68	1.68	1.82				-0.0181	0.491	0.955		0.739	0.713	0.858	0.956	0.796
MIROC-ES2L	[-]	1.80	1.81	1.82				0.0329	0.727	1.31		0.668	0.607	0.800	0.948	0.726
MPI-ESM1-2-LR	[-]	1.83	1.83	1.82				0.0983	0.615	1.08		0.692	0.657	0.843	0.959	0.762
MRI-ESM2-0	[-]	1.88	1.88	1.82				0.162	0.544	1.01		0.724	0.689	0.855	0.978	0.787
NorESM2-LM	[-]	1.59	1.59	1.82				-0.0223	0.515	0.999		0.718	0.689	0.856	0.971	0.785
UKESM1-0-LL	[-]	1.58	1.58	1.82				-0.0191	0.520	1.12		0.735	0.675	0.841	0.982	0.781

	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	[-]	6.25
ACCESS-ESM1-5	[-]	6.81	6.79	6.25				0.331	3.30	0.906		0.620	0.534	0.904	0.583	0.635
BCC-CSM2-MR	[-]	4.90	4.90	6.25				-1.32	3.68	1.94		0.530	0.484	0.681	0.730	0.582
BGCLND	[-]	6.18	6.18	6.29		5.30		-0.112	1.23	0.572		0.798	0.780	0.925	0.954	0.848
BGCLNDATM_progCO2	[-]	6.08	6.08	6.29		5.30		-0.208	2.14	0.896		0.709	0.635	0.884	0.861	0.745
CanESM5	[-]	4.84	4.68	6.25				-1.64	4.20	1.26		0.476	0.488	0.849	0.495	0.559
CNRM-ESM2-1	[-]	4.75	4.75	6.25				-1.55	3.55	1.32		0.528	0.534	0.811	0.729	0.627
EC-Earth3-CC	[-]	5.41	5.42	6.25				-0.849	3.12	1.40		0.637	0.530	0.824	0.718	0.648
MeanCMIP6	[-]	5.41	5.41	6.24				-0.862	2.48	1.13		0.624	0.625	0.862	0.923	0.732
MIROC-ES2L	[-]	6.26	6.21	6.25				-0.0431	2.67	1.51		0.668	0.556	0.820	0.958	0.712
MPI-ESM1-2-LR	[-]	4.64	4.62	6.25				-1.67	3.16	1.92		0.552	0.538	0.698	0.942	0.654
MRI-ESM2-0	[-]	7.00	7.01	6.25				0.589	3.14	1.12		0.665	0.491	0.865	0.668	0.636
NorESM2-LM	[-]	5.16	5.12	6.25				-1.15	3.10	1.05		0.623	0.496	0.878	0.880	0.675
UKESM1-0-LL	[-]	6.08	6.09	6.25				-0.211	2.87	1.46		0.684	0.532	0.811	0.874	0.687

	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	[-]	2.49
ACCESS-ESM1-5	[-]	2.05	2.05	2.49				0.292	0.863	1.36		0.736	0.618	0.816	0.986	0.755
BCC-CSM2-MR	[-]	1.71	1.71	2.49				-0.125	0.735	1.24		0.758	0.656	0.836	0.965	0.774
BGCLND	[-]	1.61	1.61	1.78		3.51		-0.162	0.437	0.938		0.754	0.777	0.851	0.980	0.828
BGCLNDATM_progCO2	[-]	1.90	1.90	1.78		3.51		0.129	0.640	1.25		0.711	0.691	0.813	0.968	0.775
CanESM5	[-]	1.72	1.71	2.49				-0.184	0.749	1.20		0.725	0.674	0.843	0.969	0.777
CNRM-ESM2-1	[-]	1.89	1.89	2.49				0.0162	0.802	1.31		0.713	0.677	0.829	0.979	0.775
EC-Earth3-CC	[-]	2.48	2.47	2.49				-0.0187	0.673	1.26		0.772	0.681	0.830	0.988	0.790
MeanCMIP6	[-]	1.82	1.82	2.49				0.000160	0.605	1.01		0.790	0.714	0.863	0.976	0.811
MIROC-ES2L	[-]	2.08	2.08	2.49				0.125	0.945	1.34		0.697	0.613	0.807	0.941	0.734
MPI-ESM1-2-LR	[-]	1.90	1.90	2.49				-0.0486	0.815	1.27		0.709	0.655	0.829	0.946	0.759
MRI-ESM2-0	[-]	2.05	2.05	2.49				0.169	0.741	1.11		0.744	0.686	0.857	0.977	0.790
NorESM2-LM	[-]	1.63	1.62	2.49				-0.154	0.717	1.12		0.736	0.685	0.860	0.981	0.789
UKESM1-0-LL	[-]	1.69	1.70	2.49				0.00220	0.680	1.15		0.772	0.673	0.844	0.988	0.790

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

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  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