Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Globe Middle East Northern Hemisphere Africa Northern Hemisphere South America Southeast Asia Southern Hemisphere Africa Southern Hemisphere South America Temperate North America

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	1.48
CRUNCEPv7	[-]	1.31	1.29	2.53	1.42	3.22		-0.0621	0.919	0.639		0.88	0.59	0.93	0.99	0.88	0.81
GSWP3v1	[-]	1.38	1.36	2.75	1.42	3.22		0.0145	0.939	0.659		0.87	0.59	0.93	0.99	0.85	0.80
WFDEI	[-]	1.34	1.31	2.82	1.42	3.21		-0.0229	1.62	0.970		0.87	0.38	0.89	0.99	0.87	0.73

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	1.20
CRUNCEPv7	[-]	1.22	1.22	1.30	1.20	1.34		0.0255	0.414	0.422		0.88	0.58	0.96	1.0	0.88	0.81
GSWP3v1	[-]	1.37	1.37	1.49	1.20	1.34		0.179	0.512	0.623		0.77	0.54	0.93	0.94	0.81	0.75
WFDEI	[-]	1.37	1.38	1.44	1.20	1.34		0.178	0.786	0.747		0.77	0.35	0.92	0.95	0.85	0.70

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	1.27
CRUNCEPv7	[-]	1.23	1.24	0.877	1.26	1.50		-0.00805	0.718	0.589		0.75	0.47	0.93	0.96	0.81	0.73
GSWP3v1	[-]	1.44	1.45	1.05	1.26	1.50		0.216	0.819	0.636		0.68	0.46	0.92	0.86	0.75	0.69
WFDEI	[-]	1.42	1.43	1.07	1.26	1.50		0.184	0.979	0.753		0.66	0.35	0.89	0.94	0.81	0.67

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	2.48
CRUNCEPv7	[-]	2.98	2.92	3.75	2.45	3.09		0.630	1.99	0.832		0.72	0.47	0.86	0.79	0.76	0.68
GSWP3v1	[-]	3.03	2.97	3.72	2.45	3.09		0.646	1.92	0.968		0.72	0.49	0.85	0.83	0.75	0.69
WFDEI	[-]	3.11	3.05	3.78	2.44	3.09		0.758	2.61	1.08		0.70	0.35	0.83	0.76	0.73	0.62

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	1.18
CRUNCEPv7	[-]	1.09	1.09	2.12	1.17	1.99		-0.0337	0.691	0.738		0.81	0.54	0.89	0.98	0.83	0.77
GSWP3v1	[-]	1.16	1.15	2.12	1.17	1.99		0.0289	0.714	0.858		0.77	0.54	0.87	0.96	0.80	0.75
WFDEI	[-]	1.18	1.17	2.25	1.17	2.00		0.0500	1.02	1.06		0.78	0.38	0.85	0.98	0.81	0.70

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	6.82
CRUNCEPv7	[-]	7.73	7.80	6.81	6.85	6.67		0.559	3.50	1.67		0.75	0.41	0.75	0.89	0.82	0.67
GSWP3v1	[-]	7.90	7.99	6.63	6.85	6.67		0.664	3.52	1.42		0.72	0.42	0.79	0.77	0.83	0.66
WFDEI	[-]	7.72	7.78	6.89	6.81	6.62		0.609	4.22	1.85		0.75	0.33	0.71	0.90	0.85	0.64

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	1.91
CRUNCEPv7	[-]	2.05	2.07	2.18	1.91	1.82		0.174	0.813	0.817		0.77	0.54	0.88	0.81	0.83	0.73
GSWP3v1	[-]	2.25	2.28	2.11	1.91	1.82		0.360	0.922	0.911		0.72	0.52	0.85	0.77	0.76	0.69
WFDEI	[-]	2.21	2.23	2.31	1.91	1.82		0.336	1.49	1.07		0.73	0.29	0.84	0.78	0.79	0.62

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	2.21
CRUNCEPv7	[-]	2.01	2.11	1.24	2.10	4.08		0.0909	1.15	0.813		0.81	0.52	0.89	0.97	0.84	0.76
GSWP3v1	[-]	2.10	2.23	1.00	2.10	4.08		0.216	1.22	0.842		0.78	0.52	0.89	0.95	0.81	0.74
WFDEI	[-]	2.10	2.25	0.940	2.10	4.07		0.236	1.64	1.01		0.78	0.39	0.86	0.96	0.82	0.70

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	0.460
CRUNCEPv7	[-]	0.365	0.373	0.965	0.443	1.14		-0.0295	0.437	1.59		0.78	0.48	0.80	0.97	0.75	0.71
GSWP3v1	[-]	0.404	0.413	0.993	0.443	1.14		0.0106	0.450	1.34		0.75	0.47	0.83	0.93	0.73	0.70
WFDEI	[-]	0.408	0.417	0.960	0.442	1.14		0.0133	0.610	1.65		0.77	0.33	0.77	0.96	0.73	0.65

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	2.03
CRUNCEPv7	[-]	2.09	1.98	2.40	2.03	2.75		-0.0187	1.24	0.548		0.84	0.55	0.90	0.99	0.87	0.78
GSWP3v1	[-]	2.18	2.08	2.66	2.03	2.75		0.0810	1.20	0.497		0.84	0.56	0.91	0.98	0.85	0.78
WFDEI	[-]	2.26	2.14	2.63	2.02	2.74		0.144	1.50	0.595		0.81	0.48	0.90	0.97	0.83	0.74

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	5.36
CRUNCEPv7	[-]	6.28	6.24	6.27	5.43	3.24		0.867	2.89	1.02		0.73	0.47	0.86	0.97	0.77	0.71
GSWP3v1	[-]	6.29	6.24	6.49	5.43	3.24		0.934	2.89	0.971		0.72	0.47	0.87	0.88	0.79	0.70
WFDEI	[-]	6.44	6.42	6.75	5.40	3.23		1.12	3.65	1.11		0.72	0.37	0.86	0.93	0.76	0.67

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	3.63
CRUNCEPv7	[-]	3.58	3.56	4.92	3.54	6.04		0.165	2.22	0.535		0.85	0.56	0.95	0.97	0.83	0.79
GSWP3v1	[-]	3.82	3.81	4.73	3.54	6.04		0.391	2.54	0.529		0.80	0.55	0.94	0.88	0.77	0.75
WFDEI	[-]	3.60	3.58	5.10	3.54	6.02		0.189	2.88	0.711		0.85	0.46	0.92	0.97	0.83	0.75

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	2.50
CRUNCEPv7	[-]	2.44	2.47	2.19	2.50	2.51		-0.0568	1.39	0.740		0.85	0.55	0.90	0.99	0.88	0.79
GSWP3v1	[-]	2.51	2.54	1.85	2.50	2.51		0.0153	1.45	0.712		0.84	0.53	0.89	0.99	0.87	0.78
WFDEI	[-]	2.61	2.65	2.29	2.49	2.52		0.138	1.92	0.914		0.82	0.45	0.88	0.94	0.85	0.73

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	3.65
CRUNCEPv7	[-]	3.77	3.82	2.45	3.67	1.94		0.106	1.69	0.718		0.84	0.55	0.93	0.98	0.87	0.79
GSWP3v1	[-]	3.96	4.02	2.44	3.67	1.94		0.307	1.75	0.714		0.82	0.55	0.93	0.96	0.84	0.77
WFDEI	[-]	3.96	4.01	2.56	3.66	1.94		0.306	2.43	0.895		0.82	0.42	0.91	0.97	0.85	0.73

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	1.87
CRUNCEPv7	[-]	2.05	2.05	2.18	1.87	2.21		0.200	0.821	0.981		0.82	0.53	0.85	0.98	0.85	0.76
GSWP3v1	[-]	2.18	2.18	2.30	1.87	2.21		0.337	0.895	0.938		0.75	0.52	0.86	0.96	0.78	0.73
WFDEI	[-]	2.30	2.29	2.42	1.87	2.20		0.445	1.55	1.36		0.70	0.29	0.79	0.98	0.79	0.64

Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Globe Middle East Northern Hemisphere Africa Northern Hemisphere South America Southeast Asia Southern Hemisphere Africa Southern Hemisphere South America Temperate North America 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 Interannual variability Interannual variability score Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean

  _NCProperties: version=1|netcdflibversion=4.4.1|hdf5libversion=1.8.17

  creation_date: Fri Mar 4 10:41:55 PST 2016

  Conventions: Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  source_file: This product is generated from monthly CPC Merged Analysis of Precipitation Standard observations

  title: derived CMAP precipitation

  Approach: I read the monthly global precipitation data from original file, and interpolated from the original resolution in 2.5x2.5 degree to the final one in 0.5x0.5 degree. Meanwhile I also converted the unit from mm/day to Kg m-2 s-1. The final data were saved by each month and each year.

  Temporal resolution: monthly

  General information: This product was derived from CPC Merged Analysis of Precipitation (CMAP) excluding NCEP Reanalysis Data Set.

  Spatial resolution: 0.5x0.5 degree

  Derived data code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-pr-cmap.ncl