Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Global - Land 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) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	288.
ELM_CN	[-]	289.	289.		288.	290.		0.998	1.17	0.110		0.815	0.888	0.993	1.00	0.941	0.921
ELM_CNP	[-]	289.	289.		288.	290.		0.999	1.17	0.110		0.814	0.888	0.993	1.00	0.941	0.921
IPSL-CM6A-LR	[-]	289.	289.	291.	288.	289.		0.889	1.20	0.151		0.813	0.886	0.990	1.00	0.933	0.918
MIROC6	[-]	289.	289.	292.	288.	293.		0.838	1.11	0.122		0.821	0.887	0.992	0.999	0.933	0.920
MPI-ESM1-2-LR	[-]	285.	285.	288.	288.	290.		-2.95	3.50	0.564		0.568	0.702	0.963	0.967	0.629	0.755

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	262.
ELM_CN	[-]	261.	261.		262.	265.		-1.13	1.70	0.0179		0.920	0.924	0.999	0.995	0.946	0.951
ELM_CNP	[-]	261.	261.		262.	265.		-1.11	1.69	0.0178		0.921	0.924	0.999	0.995	0.946	0.951
IPSL-CM6A-LR	[-]	262.	262.	267.	262.	266.		-0.251	1.32	0.0240		0.944	0.938	0.998	1.00	0.945	0.960
MIROC6	[-]	262.	262.	269.	262.	265.		-0.276	1.29	0.0206		0.944	0.939	0.999	1.00	0.945	0.961
MPI-ESM1-2-LR	[-]	254.	254.	261.	262.	265.		-8.19	9.64	0.192		0.576	0.709	0.987	0.995	0.581	0.759

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	262.
ELM_CN	[-]	262.	262.		262.	262.		-0.654	1.41	0.0327		0.942	0.910	0.998	0.998	0.933	0.949
ELM_CNP	[-]	262.	262.		262.	262.		-0.636	1.41	0.0329		0.943	0.910	0.998	0.998	0.933	0.949
IPSL-CM6A-LR	[-]	263.	263.	263.	262.	261.		0.641	1.69	0.0530		0.918	0.909	0.996	1.00	0.930	0.944
MIROC6	[-]	263.	263.	266.	262.	260.		0.643	1.60	0.0451		0.920	0.913	0.997	0.999	0.928	0.945
MPI-ESM1-2-LR	[-]	256.	256.	258.	263.	261.		-6.72	8.13	0.454		0.590	0.697	0.969	0.999	0.594	0.758

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	288.
ELM_CN	[-]	289.	289.		288.	292.		0.797	1.21	0.245		0.756	0.792	0.975	0.995	0.936	0.874
ELM_CNP	[-]	289.	289.		288.	292.		0.814	1.22	0.241		0.751	0.793	0.976	0.995	0.936	0.874
IPSL-CM6A-LR	[-]	289.	288.	294.	288.	292.		1.23	2.39	0.449		0.573	0.777	0.953	0.991	0.909	0.830
MIROC6	[-]	289.	289.	295.	288.	294.		1.28	2.06	0.347		0.613	0.788	0.965	0.996	0.916	0.844
MPI-ESM1-2-LR	[-]	286.	285.	291.	287.	292.		-1.91	3.37	0.716		0.520	0.624	0.933	0.994	0.639	0.722

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	273.
ELM_CN	[-]	273.	273.		273.	280.		0.130	1.23	0.0221		0.943	0.910	0.999	1.00	0.896	0.943
ELM_CNP	[-]	273.	273.		273.	280.		0.140	1.24	0.0219		0.942	0.910	0.999	1.00	0.895	0.943
IPSL-CM6A-LR	[-]	273.	273.	281.	273.	282.		0.289	1.73	0.0380		0.872	0.926	0.997	1.00	0.939	0.944
MIROC6	[-]	273.	273.	283.	273.	282.		0.227	1.61	0.0358		0.881	0.928	0.998	1.00	0.938	0.945
MPI-ESM1-2-LR	[-]	269.	268.	278.	273.	280.		-4.56	5.85	0.370		0.656	0.751	0.975	0.989	0.546	0.778

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	294.
ELM_CN	[-]	294.	294.		294.	295.		0.225	0.892	1.13		0.548	0.450	0.843	0.934	0.861	0.681
ELM_CNP	[-]	294.	294.		294.	295.		0.290	0.910	1.13		0.532	0.454	0.842	0.944	0.860	0.681
IPSL-CM6A-LR	[-]	296.	295.	297.	294.	295.		1.68	2.11	1.29		0.224	0.526	0.808	1.00	0.764	0.641
MIROC6	[-]	296.	295.	297.	294.	295.		1.59	2.00	1.24		0.236	0.527	0.814	0.989	0.771	0.644
MPI-ESM1-2-LR	[-]	295.	294.	296.	294.	295.		0.145	1.70	1.31		0.382	0.360	0.819	0.924	0.748	0.599

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	278.
ELM_CN	[-]	276.	276.		277.	281.		-0.759	1.19	0.0830		0.882	0.886	0.994	0.986	0.904	0.923
ELM_CNP	[-]	276.	276.		277.	281.		-0.743	1.18	0.0819		0.885	0.887	0.994	0.985	0.902	0.924
IPSL-CM6A-LR	[-]	277.	277.	282.	278.	283.		0.230	1.35	0.175		0.838	0.904	0.988	0.991	0.935	0.927
MIROC6	[-]	278.	277.	283.	278.	283.		0.316	1.21	0.188		0.848	0.910	0.987	0.991	0.938	0.931
MPI-ESM1-2-LR	[-]	273.	273.	277.	277.	282.		-4.08	4.89	0.588		0.538	0.695	0.960	0.967	0.574	0.738

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	280.
ELM_CN	[-]	280.	280.		280.	283.		0.113	1.24	0.256		0.827	0.814	0.969	0.999	0.895	0.886
ELM_CNP	[-]	280.	280.		280.	283.		0.135	1.24	0.251		0.827	0.815	0.969	0.999	0.895	0.887
IPSL-CM6A-LR	[-]	281.	281.	286.	281.	265.		0.691	1.60	0.276		0.747	0.835	0.967	0.999	0.907	0.882
MIROC6	[-]	277.	281.	249.	280.	284.		0.633	1.46	0.258		0.759	0.841	0.969	0.999	0.907	0.886
MPI-ESM1-2-LR	[-]	275.	276.	237.	280.	285.		-3.61	4.72	0.583		0.584	0.650	0.943	0.970	0.612	0.735

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	287.
ELM_CN	[-]	288.	288.		287.	288.		0.316	0.927	0.157		0.928	0.892	0.989	1.00	0.916	0.936
ELM_CNP	[-]	288.	288.		287.	288.		0.317	0.927	0.156		0.928	0.892	0.989	1.00	0.916	0.936
IPSL-CM6A-LR	[-]	288.	288.	290.	287.	287.		0.677	1.52	0.155		0.833	0.892	0.990	0.999	0.919	0.921
MIROC6	[-]	289.	288.	293.	287.	286.		0.778	1.43	0.157		0.835	0.897	0.989	0.999	0.920	0.923
MPI-ESM1-2-LR	[-]	285.	285.	287.	287.	287.		-2.55	3.43	0.485		0.671	0.737	0.966	0.999	0.643	0.792

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	293.
ELM_CN	[-]	293.	293.		293.	295.		0.709	1.24	0.312		0.704	0.693	0.972	0.999	0.844	0.818
ELM_CNP	[-]	293.	293.		293.	295.		0.735	1.24	0.305		0.711	0.694	0.973	0.999	0.844	0.819
IPSL-CM6A-LR	[-]	294.	294.	297.	293.	294.		0.982	1.52	0.279		0.621	0.727	0.972	0.999	0.853	0.816
MIROC6	[-]	294.	294.	298.	293.	294.		0.960	1.39	0.262		0.631	0.733	0.974	1.00	0.854	0.821
MPI-ESM1-2-LR	[-]	292.	292.	295.	293.	295.		-1.10	2.11	0.693		0.622	0.552	0.936	0.985	0.740	0.731

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	293.
ELM_CN	[-]	294.	294.		293.	295.		0.286	1.01	0.855		0.462	0.432	0.881	0.994	0.842	0.674
ELM_CNP	[-]	294.	294.		293.	295.		0.322	1.00	0.836		0.464	0.434	0.884	0.995	0.840	0.675
IPSL-CM6A-LR	[-]	294.	294.	296.	293.	295.		1.13	1.90	1.17		0.292	0.505	0.828	0.983	0.855	0.662
MIROC6	[-]	295.	294.	297.	293.	295.		1.04	1.70	1.15		0.304	0.508	0.829	0.976	0.860	0.664
MPI-ESM1-2-LR	[-]	293.	293.	294.	293.	295.		-0.217	1.72	1.43		0.382	0.368	0.778	0.871	0.796	0.594

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	290.
ELM_CN	[-]	289.	289.		289.	295.		-0.213	1.23	0.165		0.849	0.820	0.987	1.00	0.826	0.883
ELM_CNP	[-]	289.	289.		289.	295.		-0.197	1.23	0.163		0.848	0.821	0.987	1.00	0.827	0.884
IPSL-CM6A-LR	[-]	291.	290.	298.	290.	296.		0.889	1.72	0.199		0.725	0.860	0.983	1.00	0.919	0.891
MIROC6	[-]	290.	290.	297.	290.	296.		0.623	1.44	0.186		0.759	0.869	0.985	1.00	0.921	0.900
MPI-ESM1-2-LR	[-]	289.	288.	296.	289.	295.		-1.63	2.86	0.441		0.678	0.699	0.965	0.996	0.572	0.768

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	289.
ELM_CN	[-]	289.	289.		289.	291.		0.444	1.05	0.641		0.748	0.701	0.918	1.00	0.820	0.815
ELM_CNP	[-]	289.	289.		289.	291.		0.508	1.04	0.639		0.756	0.706	0.918	1.00	0.825	0.819
IPSL-CM6A-LR	[-]	289.	289.	292.	289.	293.		0.868	1.45	0.685		0.626	0.742	0.916	1.00	0.833	0.810
MIROC6	[-]	289.	289.	294.	289.	292.		0.852	1.28	0.650		0.645	0.752	0.920	1.00	0.833	0.817
MPI-ESM1-2-LR	[-]	287.	287.	290.	288.	291.		-1.40	2.27	0.941		0.595	0.575	0.890	0.965	0.623	0.704

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	288.
ELM_CN	[-]	289.	289.		289.	285.		0.531	1.11	0.781		0.687	0.674	0.882	1.00	0.918	0.806
ELM_CNP	[-]	289.	289.		289.	285.		0.587	1.12	0.749		0.675	0.678	0.887	1.00	0.918	0.806
IPSL-CM6A-LR	[-]	290.	290.	288.	288.	283.		1.04	1.69	0.624		0.552	0.732	0.911	1.00	0.916	0.807
MIROC6	[-]	289.	289.	287.	288.	284.		0.944	1.45	0.611		0.565	0.738	0.913	1.00	0.917	0.812
MPI-ESM1-2-LR	[-]	287.	287.	286.	289.	285.		-1.68	2.74	0.933		0.482	0.498	0.873	0.995	0.618	0.661

	Download Data	Period Mean (original grids) [K]	Model Period Mean (intersection) [K]	Model Period Mean (complement) [K]	Benchmark Period Mean (intersection) [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]	Interannual Variability Score [1]	Overall Score [1]
Benchmark	[-]	276.
ELM_CN	[-]	277.	277.		276.	277.		0.749	1.23	0.0148		0.898	0.910	0.999	0.999	0.933	0.942
ELM_CNP	[-]	277.	277.		276.	277.		0.748	1.23	0.0148		0.898	0.910	0.999	0.999	0.934	0.942
IPSL-CM6A-LR	[-]	277.	277.	284.	276.	280.		0.913	1.57	0.0370		0.853	0.910	0.997	0.999	0.945	0.936
MIROC6	[-]	277.	277.	284.	276.	281.		0.855	1.42	0.0273		0.862	0.915	0.998	1.00	0.948	0.940
MPI-ESM1-2-LR	[-]	271.	271.	278.	276.	277.		-5.01	5.95	0.546		0.563	0.701	0.963	0.984	0.540	0.742

Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Global - Land 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 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

  Title:

CRU TS4.01 Minimum Temperature

  Institution:

Original Data held at British Atmospheric Data Centre, RAL, UK.

  Source:

Run ID = 1709081022. Data generated from:TMN derived from gridded TMP & DTR absolutes, DTR in turn derived from tmn.1708171135.dtb, tmx.1708171215.dtb

  History:

2018-01-15: download from https://crudata.uea.ac.uk/cru/data/hrg/cru_ts_4.01/cruts.1709081022.v4.01/ 2019-02-06: converted and created to netCDF4 for ILAMB package

  References:

Harris et al., 2014, Int. J. Climatol., doi:10.1002/joc.3711

  Conventions:

CF-1.7

  Creation_date:

Fri Feb 8 14:17:30 PST 2019

  Contact:

Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Forrest Hoffman (forrest@climatemodeling.org) for any question

  Original_resolution:

0.5x0.5

  Resolution:

0.5x0.5

  Original_frequency:

mon

  Frequency:

mon