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

	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	[-]	304.
bcc-csm1-1	[-]	303.	303.	304.	301.			-1.72	2.57	0.898		0.375	0.642	0.890	0.985	0.707
BCC-CSM2-MR	[-]	305.	305.	304.	302.			0.490	1.87	0.765		0.589	0.658	0.917	0.994	0.763
CanESM2	[-]	304.	304.	304.	308.			-0.470	2.84	1.00		0.402	0.525	0.860	0.922	0.647
CanESM5	[-]	304.	304.	304.	303.			-0.254	2.74	1.00		0.404	0.568	0.866	0.909	0.663
CESM1-BGC	[-]	302.	302.	304.	301.			-2.50	2.92	0.865		0.231	0.671	0.903	0.999	0.695
CESM2	[-]	303.	303.	304.	303.	304.		-0.863	1.76	0.868		0.610	0.688	0.898	1.00	0.777
GFDL-ESM2G	[-]	301.	301.	304.	301.			-3.22	3.79	0.859		0.158	0.528	0.898	0.936	0.610
GFDL-ESM4	[-]	301.	302.	304.	299.			-2.59	2.96	0.736		0.214	0.649	0.915	0.995	0.684
IPSL-CM5A-LR	[-]	304.	305.	304.	302.			0.337	2.02	1.22		0.603	0.614	0.847	0.999	0.735
IPSL-CM6A-LR	[-]	301.	301.	304.	301.			-3.62	3.87	0.944		0.0806	0.673	0.877	0.997	0.660
MeanCMIP6	[-]	303.	303.	304.	282.			-1.41	2.13	0.637		0.555	0.746	0.927	0.762	0.747
MIROC-ESM	[-]	303.	303.	304.	304.			-1.12	2.94	1.18		0.366	0.567	0.849	0.960	0.662
MIROC-ESM2L	[-]	303.	303.	304.	303.			-1.15	2.87	1.14		0.332	0.682	0.851	0.873	0.684
MPI-ESM-LR	[-]	303.	303.	304.	303.			-1.48	2.56	0.978		0.447	0.559	0.883	1.00	0.689
MPI-ESM1.2-HR	[-]	304.	304.	304.	303.			-0.778	2.21	0.732		0.584	0.560	0.920	0.981	0.721
UK-HadGEM2-ES	[-]	304.	303.	304.	301.			-1.00	2.19	0.938		0.548	0.612	0.889	1.00	0.732
UKESM1-0-LL	[-]	305.	305.	304.	301.			0.302	2.04	0.736		0.551	0.660	0.925	0.976	0.755

	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	[-]	304.
bcc-csm1-1	[-]	302.	302.	304.	302.			-1.83	2.12	2.29		0.384	0.805	0.667	0.748	0.682
BCC-CSM2-MR	[-]	303.	303.	304.	303.			-0.962	1.52	2.63		0.581	0.823	0.585	0.998	0.762
CanESM2	[-]	301.	301.	304.	302.			-2.42	2.67	2.24		0.312	0.788	0.666	0.856	0.682
CanESM5	[-]	301.	301.	304.	302.			-2.35	2.52	2.62		0.303	0.847	0.569	0.989	0.711
CESM1-BGC	[-]	301.	301.	304.	301.			-2.99	3.04	2.25		0.185	0.853	0.659	0.939	0.698
CESM2	[-]	303.	302.	304.	303.	304.		-1.20	1.63	1.75		0.576	0.838	0.763	0.890	0.781
GFDL-ESM2G	[-]	300.	300.	304.	300.			-3.48	3.56	2.49		0.109	0.825	0.592	0.985	0.667
GFDL-ESM4	[-]	301.	301.	304.	301.			-3.16	3.23	1.51		0.157	0.850	0.783	0.893	0.707
IPSL-CM5A-LR	[-]	302.	303.	304.	302.			-1.79	2.06	2.69		0.424	0.836	0.556	0.966	0.723
IPSL-CM6A-LR	[-]	299.	299.	304.	300.			-4.01	4.07	2.42		0.0645	0.888	0.607	0.665	0.622
MeanCMIP6	[-]	296.	299.	304.	282.			-8.96	9.02	1.30		0.239	0.885	0.820	0.0193	0.570
MIROC-ESM	[-]	300.	300.	304.	300.			-3.74	3.81	2.88		0.0761	0.836	0.534	0.983	0.653
MIROC-ESM2L	[-]	301.	301.	304.	301.			-2.86	2.99	1.61		0.184	0.835	0.755	0.957	0.713
MPI-ESM-LR	[-]	302.	302.	304.	303.			-2.54	2.81	2.49		0.274	0.792	0.610	0.898	0.673
MPI-ESM1.2-HR	[-]	301.	301.	304.	303.			-2.50	2.82	1.60		0.305	0.796	0.771	0.656	0.665
UK-HadGEM2-ES	[-]	301.	301.	304.	302.			-2.26	2.60	1.84		0.341	0.782	0.735	0.899	0.708
UKESM1-0-LL	[-]	302.	302.	304.	302.			-2.19	2.41	1.67		0.349	0.820	0.755	0.982	0.745

	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	[-]	292.
bcc-csm1-1	[-]	286.	291.	292.	253.			-1.63	3.35	0.594		0.386	0.542	0.929	0.999	0.680
BCC-CSM2-MR	[-]	287.	291.	292.	251.			-0.851	2.96	0.543		0.470	0.548	0.937	0.996	0.700
CanESM2	[-]	288.	293.	292.	253.			0.692	3.56	0.574		0.367	0.490	0.930	0.996	0.655
CanESM5	[-]	287.	292.	292.	253.			-0.544	3.29	0.647		0.439	0.488	0.922	0.998	0.667
CESM1-BGC	[-]	286.	291.	292.	247.			-1.15	2.88	0.588		0.398	0.621	0.934	1.00	0.715
CESM2	[-]	287.	292.	292.	247.	295.		-0.631	2.53	0.541		0.533	0.611	0.945	1.00	0.740
GFDL-ESM2G	[-]	285.	289.	292.	254.			-2.98	4.21	0.608		0.229	0.514	0.927	1.00	0.637
GFDL-ESM4	[-]	286.	290.	292.	265.			-2.23	3.27	0.487		0.300	0.597	0.948	0.999	0.688
IPSL-CM5A-LR	[-]	291.	295.	292.	260.			3.03	4.56	0.774		0.261	0.489	0.909	0.984	0.626
IPSL-CM6A-LR	[-]	285.	289.	292.	249.			-3.00	4.01	0.620		0.217	0.604	0.931	0.996	0.670
MeanCMIP6	[-]	286.	291.	292.	250.			-1.80	2.90	0.408		0.479	0.679	0.956	0.998	0.758
MIROC-ESM	[-]	288.	292.	292.	252.			-0.341	3.57	0.576		0.368	0.500	0.934	0.999	0.660
MIROC-ESM2L	[-]	289.	292.	292.	263.			-0.128	3.40	0.530		0.347	0.575	0.938	1.00	0.687
MPI-ESM-LR	[-]	289.	291.	292.	248.			-1.40	3.04	0.603		0.406	0.586	0.931	0.999	0.701
MPI-ESM1.2-HR	[-]	286.	291.	292.	243.			-1.27	2.78	0.518		0.437	0.614	0.945	1.00	0.722
UK-HadGEM2-ES	[-]	286.	290.	292.	252.			-2.07	3.36	0.577		0.361	0.552	0.934	0.999	0.679
UKESM1-0-LL	[-]	286.	290.	292.	249.			-1.90	3.20	0.532		0.333	0.599	0.940	0.991	0.692

	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	[-]	273.
bcc-csm1-1	[-]	271.	271.	273.	267.			-2.23	4.11	0.0803		0.407	0.448	0.994	0.996	0.659
BCC-CSM2-MR	[-]	270.	271.	273.	268.			-2.18	4.06	0.0982		0.385	0.447	0.993	1.00	0.654
CanESM2	[-]	273.	273.	273.	269.			0.115	3.51	0.0916		0.478	0.483	0.994	0.973	0.682
CanESM5	[-]	272.	272.	273.	269.			-0.777	3.24	0.110		0.543	0.516	0.993	0.990	0.712
CESM1-BGC	[-]	273.	273.	273.	269.			-0.0884	3.16	0.0876		0.504	0.531	0.994	0.962	0.705
CESM2	[-]	272.	272.	273.	270.	274.		-0.405	3.49	0.260		0.609	0.412	0.982	0.989	0.681
GFDL-ESM2G	[-]	270.	270.	273.	268.			-2.69	4.43	0.0728		0.288	0.462	0.995	0.999	0.641
GFDL-ESM4	[-]	271.	271.	273.	271.			-1.42	3.54	0.0539		0.396	0.506	0.996	1.00	0.681
IPSL-CM5A-LR	[-]	280.	279.	273.	277.			6.41	7.56	0.0479		0.0563	0.381	0.997	1.00	0.563
IPSL-CM6A-LR	[-]	272.	272.	273.	271.			-0.786	3.52	0.0950		0.447	0.477	0.994	1.00	0.679
MeanCMIP6	[-]	271.	271.	273.	258.			-2.04	3.59	0.0588		0.487	0.596	0.996	0.965	0.728
MIROC-ESM	[-]	273.	273.	273.	269.			0.677	3.80	0.0872		0.450	0.420	0.994	1.00	0.657
MIROC-ESM2L	[-]	272.	272.	273.	271.			-0.496	3.75	0.0659		0.350	0.480	0.996	0.999	0.661
MPI-ESM-LR	[-]	272.	271.	273.	269.			-1.84	3.58	0.106		0.459	0.512	0.993	0.994	0.694
MPI-ESM1.2-HR	[-]	272.	272.	273.	269.			-1.03	3.41	0.148		0.461	0.519	0.990	0.999	0.697
UK-HadGEM2-ES	[-]	270.	271.	273.	268.			-2.37	4.00	0.131		0.380	0.430	0.989	0.975	0.641
UKESM1-0-LL	[-]	269.	269.	273.	267.			-3.88	4.72	0.0885		0.130	0.495	0.994	0.985	0.620

	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	[-]	304.
bcc-csm1-1	[-]	304.	304.	304.	302.			0.292	2.76	2.08		0.391	0.622	0.687	0.885	0.641
BCC-CSM2-MR	[-]	306.	306.	304.	301.			1.46	2.80	1.52		0.335	0.668	0.788	0.873	0.666
CanESM2	[-]	306.	306.	304.	306.			2.38	4.68	1.35		0.183	0.470	0.813	0.528	0.493
CanESM5	[-]	304.	304.	304.	303.			0.347	3.52	1.60		0.431	0.392	0.768	0.705	0.538
CESM1-BGC	[-]	302.	302.	304.	301.			-1.57	2.48	1.58		0.455	0.654	0.790	0.979	0.706
CESM2	[-]	304.	304.	304.	303.	304.		-0.170	1.72	1.15		0.666	0.696	0.860	0.981	0.780
GFDL-ESM2G	[-]	304.	304.	304.	301.			-0.414	3.73	1.45		0.539	0.210	0.792	0.921	0.535
GFDL-ESM4	[-]	302.	302.	304.	300.			-1.69	2.69	1.18		0.439	0.584	0.845	0.987	0.688
IPSL-CM5A-LR	[-]	306.	306.	304.	302.			1.58	3.26	1.93		0.330	0.508	0.729	0.884	0.592
IPSL-CM6A-LR	[-]	300.	300.	304.	300.			-3.58	3.76	1.11		0.0735	0.801	0.852	0.986	0.703
MeanCMIP6	[-]	302.	303.	304.	293.			-1.57	2.26	1.17		0.554	0.751	0.839	0.719	0.723
MIROC-ESM	[-]	303.	303.	304.	304.			-1.02	3.59	1.44		0.341	0.534	0.801	0.777	0.597
MIROC-ESM2L	[-]	301.	301.	304.	301.			-3.15	3.80	1.44		0.184	0.693	0.808	0.963	0.668
MPI-ESM-LR	[-]	304.	304.	304.	305.			-0.273	3.09	1.60		0.419	0.489	0.768	0.849	0.603
MPI-ESM1.2-HR	[-]	302.	302.	304.	304.			-2.31	3.30	1.30		0.225	0.700	0.818	0.887	0.666
UK-HadGEM2-ES	[-]	301.	301.	304.	300.			-3.45	3.96	1.91		0.142	0.676	0.720	0.987	0.640
UKESM1-0-LL	[-]	302.	302.	304.	301.			-1.64	2.74	2.08		0.452	0.608	0.688	0.984	0.668

Equatorial Africa Equatorial Asia Global - Land High Latitudes South America - Amazon 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/

2019-05-06: converted to netCDF with https://gist.github.com/nocollier/d73585731756fa472731065389af45dc

  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: 1960-01 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