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 Global - Land 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) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	299.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	297.	297.	298.	299.	301.		-1.62	1.93	0.752		0.222	0.649	0.926	0.999	0.689
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	298.	298.	299.	300.	300.		-0.176	0.891	0.616		0.549	0.708	0.940	0.998	0.780

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	300.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	299.	299.	300.	300.	300.		-1.41	1.80	0.351		0.528	0.759	0.974	0.963	0.797
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	300.	300.	300.	301.	300.		-0.0624	1.07	0.394		0.729	0.738	0.966	0.983	0.831

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	295.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	295.	295.	295.	296.	295.		-0.504	1.37	0.786		0.625	0.720	0.901	1.00	0.793
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	296.	296.	295.	297.	296.		0.631	1.22	0.777		0.656	0.773	0.902	0.987	0.818

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	262.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	262.	262.	262.	265.	272.		-0.0258	3.15	0.0537		0.892	0.854	0.996	0.985	0.916
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	262.	262.	262.	265.	272.		0.664	3.34	0.0749		0.905	0.841	0.995	0.978	0.912

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	299.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	298.	298.	299.	299.	299.		-0.917	1.65	1.05		0.162	0.619	0.848	0.999	0.650
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	299.	299.	299.	300.	299.		0.0498	1.29	1.56		0.246	0.569	0.774	0.990	0.630

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	271.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	271.	271.	271.	275.	275.		0.145	2.19	0.0306		0.932	0.876	0.998	0.994	0.935
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	273.	272.	271.	276.			1.17	2.52	0.0340		0.912	0.869	0.998	1.00	0.929

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	281.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	281.	281.	280.	289.	290.		0.545	2.88	0.0883		0.800	0.861	0.994	0.987	0.901
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	282.	282.	281.	290.	289.		1.81	2.94	0.161		0.799	0.859	0.988	1.00	0.901

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	297.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	296.	296.	297.	299.	300.		-1.16	2.29	0.462		0.632	0.702	0.953	0.975	0.793
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	297.	297.	297.	300.	299.		-0.125	1.82	0.418		0.701	0.732	0.955	0.988	0.821

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	264.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	262.	262.	264.	264.	269.		-1.85	3.28	0.0989		0.879	0.842	0.993	1.00	0.911
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	263.	263.	264.	265.	261.		-0.433	2.79	0.0519		0.936	0.844	0.997	1.00	0.924

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	295.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	294.	294.	295.	291.	294.		-0.678	1.06	0.262		0.832	0.899	0.982	0.999	0.922
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	296.	296.	295.	294.	296.		0.896	1.16	0.513		0.812	0.879	0.966	0.999	0.907

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	282.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	284.	283.	282.	286.	289.		1.72	2.23	0.497		0.753	0.874	0.967	0.990	0.891
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	283.	283.	282.	285.	289.		1.46	1.91	0.414		0.790	0.886	0.972	0.998	0.906

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	287.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	282.	286.	287.	244.	297.		-0.480	2.32	0.487		0.701	0.767	0.946	0.999	0.836
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	283.	287.	287.	245.	295.		0.626	2.02	0.439		0.748	0.795	0.955	1.00	0.858

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	296.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	295.	295.	296.	296.	298.		-0.809	2.14	0.471		0.775	0.835	0.957	0.986	0.878
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	296.	296.	296.	297.	298.		0.384	1.72	0.360		0.827	0.838	0.970	0.995	0.894

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	265.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	263.	263.	265.	261.			-1.92	4.12	0.290		0.858	0.765	0.980	0.993	0.872
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	265.	265.	265.	263.	276.		-0.107	2.71	0.186		0.924	0.827	0.987	0.994	0.912

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	296.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	294.	294.	296.	298.	299.		-0.840	2.02	0.985		0.550	0.737	0.863	0.996	0.777
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	295.	295.	296.	299.	297.		-0.140	1.67	0.557		0.582	0.798	0.942	1.00	0.824

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	286.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	288.	288.	286.	294.	291.		1.62	2.33	0.388		0.828	0.866	0.974	0.999	0.906
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	288.	288.	286.	294.			1.78	2.63	0.820		0.811	0.829	0.945	1.00	0.883

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	275.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	274.	274.	275.	279.	280.		0.106	2.92	0.233		0.894	0.787	0.984	0.959	0.882
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	276.	276.	275.	279.	281.		1.27	2.56	0.118		0.871	0.832	0.992	0.995	0.904

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	284.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	284.	284.	284.	288.	285.		0.476	2.66	0.112		0.830	0.786	0.992	1.00	0.879
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	285.	285.	284.	288.			1.81	2.81	0.277		0.776	0.809	0.981	0.994	0.874

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	299.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	298.	298.	299.	299.	300.		-0.858	1.73	1.82		0.371	0.357	0.744	0.995	0.565
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	299.	299.	299.	300.	301.		-0.249	1.05	1.09		0.502	0.571	0.852	0.990	0.697

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	296.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	295.	295.	296.	295.	291.		-0.485	1.71	0.914		0.608	0.623	0.884	0.999	0.747
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	297.	297.	296.	296.	295.		0.613	1.38	0.690		0.661	0.724	0.925	0.987	0.804

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Benchmark Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (complement) [K]		Bias [K]	RMSE [K]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	284.
b.e30_beta02.BLT1850.ne30_t232.104	[-]	283.	283.	284.	288.	289.		-0.702	2.43	1.02		0.563	0.765	0.900	1.00	0.799
f.e23_alpha17f.FLTHIST_ne30.roughtopo.099	[-]	285.	285.	284.	289.	283.		0.950	2.16	0.727		0.580	0.804	0.928	1.00	0.823

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 Global - Land 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 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:

CRU time series (TS) high-resolution gridded datasets

  Version:

4.02

  Institutions:

Climatic Research Unit, School of Environmental Sciences, University of East Anglia, UK

  Source:

monthly observations at meteorological stations across the world land areas

  History:

2019-05-06: downloaded source from https://crudata.uea.ac.uk/cru/data/hrg/cru_ts_4.02/

2019-05-07: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-tas-cru.py

  References:

Harris, I., P.D. Jones, T.J. Osborn and D.H. Lister (2014), Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset, International Journal of Climatology, 34(3), 623-642, doi:10.1002/joc.3711

  Comments:

time_period: 1980-01 through 2017-12

original_temporal_resolution: monthly

original_spatial_resolution: 0.5 degree

original_units: C

final_temporal_resolution: monthly

final_spatial_resolution: 0.5 degree

final_units: K

  Convention:

CF-1.7