Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Globe Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest

	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	[-]	3.61
CLM5PHSOFF	[-]	3.57	3.59	3.14	3.61	4.17		-0.00924	1.87	1.16		0.807	0.460	0.853	0.989	0.802	0.728
CLM5PHSON	[-]	3.57	3.59	2.85	3.61	4.17		-0.00924	1.87	1.16		0.807	0.460	0.853	0.989	0.802	0.728

	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	[-]	2.25
CLM5PHSOFF	[-]	2.35	2.32	1.41	2.24	3.58		0.0875	1.26	0.238		0.857	0.616	0.970	0.982	0.794	0.806
CLM5PHSON	[-]	2.35	2.32	1.47	2.24	3.58		0.0875	1.26	0.238		0.857	0.616	0.970	0.982	0.794	0.806

	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	[-]	2.31
CLM5PHSOFF	[-]	2.36	2.38	2.00	2.30	2.58		0.0714	1.43	0.718		0.852	0.562	0.892	0.985	0.822	0.779
CLM5PHSON	[-]	2.38	2.37	2.40	2.30	2.58		0.0714	1.43	0.718		0.852	0.562	0.892	0.985	0.822	0.779

	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	[-]	0.948
CLM5PHSOFF	[-]	1.16	1.15	1.38	0.946	1.06		0.202	0.586	0.848		0.715	0.478	0.887	0.908	0.716	0.697
CLM5PHSON	[-]	1.12	1.12	1.30	0.946	1.06		0.202	0.586	0.848		0.715	0.478	0.887	0.908	0.716	0.697

	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	[-]	6.96
CLM5PHSOFF	[-]	7.51	7.74	6.28	7.01	6.59		0.732	3.58	1.39		0.711	0.417	0.798	0.751	0.838	0.655
CLM5PHSON	[-]	8.05	8.12	6.98	7.01	6.59		0.732	3.58	1.39		0.711	0.417	0.798	0.751	0.838	0.655

	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	[-]	1.36
CLM5PHSOFF	[-]	1.49	1.48	2.05	1.35	1.97		0.128	0.495	0.332		0.830	0.598	0.967	0.947	0.800	0.790
CLM5PHSON	[-]	1.48	1.47	1.92	1.35	1.97		0.128	0.495	0.332		0.830	0.598	0.967	0.947	0.800	0.790

	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	[-]	1.50
CLM5PHSOFF	[-]	1.56	1.53	3.04	1.49	1.86		0.0465	0.777	0.772		0.803	0.573	0.906	0.973	0.785	0.769
CLM5PHSON	[-]	1.46	1.46	2.48	1.49	1.86		0.0465	0.777	0.772		0.803	0.573	0.906	0.973	0.785	0.769

	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	[-]	3.49
CLM5PHSOFF	[-]	3.96	3.92	4.57	3.46	5.01		0.436	2.83	0.783		0.763	0.505	0.896	0.865	0.749	0.714
CLM5PHSON	[-]	3.74	3.69	5.30	3.46	5.01		0.436	2.83	0.783		0.763	0.505	0.896	0.865	0.749	0.714

	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	[-]	0.991
CLM5PHSOFF	[-]	1.28	1.29	1.24	0.994	0.707		0.296	0.576	1.17		0.604	0.434	0.847	0.907	0.630	0.643
CLM5PHSON	[-]	1.29	1.30	1.15	0.994	0.707		0.296	0.576	1.17		0.604	0.434	0.847	0.907	0.630	0.643

	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	[-]	1.53
CLM5PHSOFF	[-]	1.63	1.57	2.73	1.50	2.74		0.0629	1.00	0.696		0.819	0.562	0.906	0.922	0.828	0.767
CLM5PHSON	[-]	1.47	1.45	2.88	1.50	2.74		0.0629	1.00	0.696		0.819	0.562	0.906	0.922	0.828	0.767

	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	[-]	1.96
CLM5PHSOFF	[-]	2.33	2.35	2.12	1.96	2.14		0.395	0.959	1.03		0.705	0.510	0.831	0.800	0.745	0.683
CLM5PHSON	[-]	2.34	2.35	2.30	1.96	2.14		0.395	0.959	1.03		0.705	0.510	0.831	0.800	0.745	0.683

	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
CLM5PHSOFF	[-]	2.20	2.32	1.49	2.10	4.08		0.216	1.22	0.842		0.776	0.517	0.886	0.953	0.782	0.738
CLM5PHSON	[-]	2.10	2.23	1.00	2.10	4.08		0.216	1.22	0.842		0.776	0.517	0.886	0.953	0.782	0.738

	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	[-]	0.370
CLM5PHSOFF	[-]	0.373	0.368	0.617	0.368	0.568		0.000556	0.445	1.22		0.753	0.457	0.816	0.936	0.750	0.695
CLM5PHSON	[-]	0.350	0.349	0.696	0.368	0.568		0.000556	0.445	1.22		0.753	0.457	0.816	0.936	0.750	0.695

	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	[-]	1.05
CLM5PHSOFF	[-]	1.25	1.23	1.34	1.04	1.24		0.183	0.747	0.627		0.683	0.432	0.920	0.860	0.717	0.674
CLM5PHSON	[-]	1.20	1.20	1.18	1.04	1.24		0.183	0.747	0.627		0.683	0.432	0.920	0.860	0.717	0.674

	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	[-]	2.59
CLM5PHSOFF	[-]	3.31	3.25	3.83	2.54	3.41		0.702	2.02	1.10		0.707	0.469	0.785	0.863	0.790	0.680
CLM5PHSON	[-]	3.03	3.03	3.50	2.54	3.41		0.702	2.02	1.10		0.707	0.469	0.785	0.863	0.790	0.680

	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	[-]	2.71
CLM5PHSOFF	[-]	3.10	3.11	3.40	2.70	3.23		0.408	1.07	0.977		0.762	0.525	0.844	0.988	0.781	0.737
CLM5PHSON	[-]	3.05	3.07	3.01	2.70	3.23		0.408	1.07	0.977		0.762	0.525	0.844	0.988	0.781	0.737

	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	[-]	2.00
CLM5PHSOFF	[-]	2.32	2.29	3.72	1.98	3.25		0.302	0.945	0.827		0.701	0.492	0.875	0.844	0.748	0.692
CLM5PHSON	[-]	2.16	2.15	3.08	1.98	3.25		0.302	0.945	0.827		0.701	0.492	0.875	0.844	0.748	0.692

	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	[-]	1.04
CLM5PHSOFF	[-]	1.32	1.34	2.22	1.04	1.77		0.292	0.818	0.955		0.698	0.482	0.877	0.738	0.710	0.665
CLM5PHSON	[-]	1.28	1.30	1.63	1.04	1.77		0.292	0.818	0.955		0.698	0.482	0.877	0.738	0.710	0.665

	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	[-]	5.48
CLM5PHSOFF	[-]	6.18	6.17	6.92	5.50	2.96		0.678	2.57	0.733		0.779	0.507	0.921	0.918	0.767	0.733
CLM5PHSON	[-]	6.14	6.14	5.95	5.50	2.96		0.678	2.57	0.733		0.779	0.507	0.921	0.918	0.767	0.733

	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	[-]	3.28
CLM5PHSOFF	[-]	3.37	3.36	3.45	3.28	3.30		0.0808	1.42	0.676		0.868	0.595	0.912	0.958	0.838	0.794
CLM5PHSON	[-]	3.36	3.34	3.56	3.28	3.30		0.0808	1.42	0.676		0.868	0.595	0.912	0.958	0.838	0.794

	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	[-]	1.30
CLM5PHSOFF	[-]	1.57	1.64	0.799	1.29	1.52		0.384	1.34	0.943		0.601	0.447	0.899	0.534	0.727	0.609
CLM5PHSON	[-]	1.56	1.57	0.886	1.29	1.52		0.384	1.34	0.943		0.601	0.447	0.899	0.534	0.727	0.609

Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Globe Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest Temporally integrated period mean Temporally integrated period mean max month Temporally integrated mean phase shift Temporally integrated mean phase shift score Interannual variability Interannual variability 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

  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