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	[-]	298.
bcc-csm1-1	[-]	298.	297.	298.	300.			-0.873	1.95	1.00		0.357	0.631	0.887	0.978	0.697
BCC-CSM2-MR	[-]	299.	299.	298.	301.			0.268	1.49	0.917		0.520	0.619	0.893	1.00	0.730
CanESM2	[-]	298.	298.	298.	300.			-0.707	1.89	1.07		0.394	0.572	0.860	0.995	0.679
CanESM5	[-]	298.	298.	298.	301.			-0.0827	1.89	0.951		0.480	0.509	0.875	0.990	0.673
CESM1-BGC	[-]	297.	297.	298.	300.			-1.48	2.07	0.798		0.246	0.636	0.915	1.00	0.686
CESM2	[-]	299.	299.	298.	300.			0.607	1.44	0.779		0.522	0.666	0.912	0.999	0.753
GFDL-ESM2G	[-]	297.	297.	298.	299.			-1.60	2.59	0.941		0.240	0.433	0.890	0.990	0.597
GFDL-ESM4	[-]	298.	297.	298.	299.			-1.22	1.86	0.795		0.326	0.567	0.904	1.00	0.673
IPSL-CM5A-LR	[-]	297.	297.	298.	299.			-1.37	2.09	1.01		0.346	0.600	0.881	0.949	0.675
IPSL-CM6A-LR	[-]	297.	297.	298.	299.			-1.53	2.01	0.966		0.285	0.642	0.880	0.997	0.689
MeanCMIP5	[-]	298.	297.	298.	299.	301.		-1.08	1.65	0.671		0.356	0.725	0.922	0.964	0.738
MeanCMIP6	[-]	299.	299.	298.	300.			0.156	1.20	0.652		0.615	0.718	0.926	0.990	0.793
MIROC-ESM	[-]	298.	298.	298.	299.			-0.671	1.97	1.12		0.365	0.613	0.852	0.996	0.688
MIROC-ESM2L	[-]	298.	298.	298.	300.			-0.111	1.80	1.04		0.412	0.669	0.874	0.998	0.724
MPI-ESM-LR	[-]	298.	298.	298.	299.			-0.483	1.84	1.02		0.455	0.519	0.863	1.00	0.671
MPI-ESM1.2-HR	[-]	299.	299.	298.	300.			0.366	1.92	0.756		0.428	0.447	0.911	0.986	0.644
NorESM1-ME	[-]	296.	296.	298.	298.			-2.35	2.88	0.939		0.141	0.603	0.898	0.999	0.649
NorESM2-LM	[-]	299.	299.	298.	300.			0.589	1.80	1.06		0.455	0.599	0.875	0.962	0.698
UK-HadGEM2-ES	[-]	298.	298.	298.	299.			-0.582	1.76	0.894		0.449	0.563	0.896	0.980	0.690
UKESM1-0-LL	[-]	299.	299.	298.	300.			0.722	1.79	0.749		0.411	0.595	0.921	1.00	0.704

	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.
bcc-csm1-1	[-]	300.	300.	299.	301.			1.24	1.90	1.88		0.306	0.805	0.729	0.983	0.726
BCC-CSM2-MR	[-]	299.	299.	299.	302.			1.10	2.04	1.90		0.286	0.810	0.723	0.892	0.704
CanESM2	[-]	298.	298.	299.	299.			0.155	1.94	2.12		0.273	0.797	0.688	0.907	0.692
CanESM5	[-]	300.	299.	299.	301.			1.02	1.76	1.60		0.327	0.845	0.743	0.994	0.751
CESM1-BGC	[-]	298.	298.	299.	300.			-0.468	1.58	1.98		0.394	0.835	0.724	0.941	0.746
CESM2	[-]	299.	299.	299.	300.			0.449	1.34	2.06		0.469	0.828	0.707	0.989	0.764
GFDL-ESM2G	[-]	298.	298.	299.	299.			-0.448	1.58	2.26		0.383	0.804	0.618	0.969	0.716
GFDL-ESM4	[-]	300.	298.	299.	300.			-0.934	1.64	1.78		0.366	0.828	0.731	0.924	0.736
IPSL-CM5A-LR	[-]	298.	298.	299.	299.			-0.632	1.37	2.40		0.448	0.842	0.620	0.968	0.744
IPSL-CM6A-LR	[-]	298.	298.	299.	300.			-0.582	1.48	2.11		0.430	0.871	0.651	0.901	0.745
MeanCMIP5	[-]	300.	299.	299.	300.			-0.152	1.36	1.69		0.435	0.873	0.750	0.977	0.782
MeanCMIP6	[-]	299.	299.	299.	301.			0.312	1.38	1.36		0.437	0.874	0.804	0.999	0.798
MIROC-ESM	[-]	298.	298.	299.	298.			-0.663	1.61	2.12		0.348	0.829	0.678	0.920	0.721
MIROC-ESM2L	[-]	299.	298.	299.	300.			-0.0339	1.59	1.36		0.382	0.779	0.828	0.983	0.750
MPI-ESM-LR	[-]	299.	298.	299.	299.			0.139	1.47	1.69		0.424	0.792	0.762	0.993	0.753
MPI-ESM1.2-HR	[-]	298.	298.	299.	299.			-0.312	1.87	1.91		0.319	0.780	0.703	0.812	0.679
NorESM1-ME	[-]	298.	298.	299.	299.			-0.955	1.71	2.79		0.343	0.853	0.565	0.994	0.722
NorESM2-LM	[-]	300.	299.	299.	301.			0.851	1.48	1.86		0.425	0.858	0.735	0.948	0.765
UK-HadGEM2-ES	[-]	299.	299.	299.	300.			0.420	1.59	2.37		0.411	0.753	0.632	0.991	0.708
UKESM1-0-LL	[-]	299.	299.	299.	300.			0.509	1.49	1.68		0.440	0.775	0.748	1.00	0.748

	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.
bcc-csm1-1	[-]	282.	286.	287.	251.			-0.350	2.69	0.537		0.386	0.517	0.937	1.00	0.671
BCC-CSM2-MR	[-]	282.	286.	287.	248.			-0.406	2.37	0.521		0.436	0.533	0.940	0.999	0.688
CanESM2	[-]	283.	287.	287.	250.			0.636	2.92	0.560		0.346	0.463	0.934	1.00	0.641
CanESM5	[-]	282.	286.	287.	249.			-0.143	2.85	0.541		0.377	0.456	0.937	1.00	0.645
CESM1-BGC	[-]	282.	286.	287.	245.			-0.260	2.29	0.538		0.395	0.578	0.940	1.00	0.698
CESM2	[-]	283.	287.	287.	245.			0.846	2.25	0.535		0.437	0.565	0.945	1.00	0.702
GFDL-ESM2G	[-]	282.	286.	287.	252.			-0.822	2.86	0.612		0.352	0.447	0.926	1.00	0.634
GFDL-ESM4	[-]	282.	286.	287.	263.			-0.903	2.35	0.499		0.394	0.531	0.945	0.999	0.680
IPSL-CM5A-LR	[-]	281.	285.	287.	252.			-1.15	2.87	0.636		0.342	0.506	0.928	0.998	0.656
IPSL-CM6A-LR	[-]	280.	285.	287.	245.			-1.28	2.76	0.628		0.359	0.526	0.930	0.999	0.668
MeanCMIP5	[-]	283.	286.	287.	264.	296.		-0.411	2.01	0.420		0.453	0.650	0.954	0.999	0.741
MeanCMIP6	[-]	282.	286.	287.	249.			0.0475	1.80	0.386		0.533	0.650	0.959	1.00	0.758
MIROC-ESM	[-]	283.	287.	287.	249.			0.687	3.14	0.522		0.309	0.471	0.941	0.992	0.637
MIROC-ESM2L	[-]	284.	288.	287.	260.			1.20	2.93	0.525		0.317	0.535	0.940	0.999	0.665
MPI-ESM-LR	[-]	284.	286.	287.	246.			-0.0436	2.26	0.552		0.447	0.562	0.937	1.00	0.702
MPI-ESM1.2-HR	[-]	282.	287.	287.	241.			0.179	2.21	0.514		0.423	0.548	0.944	1.00	0.693
NorESM1-ME	[-]	281.	285.	287.	248.			-1.31	2.85	0.543		0.295	0.553	0.940	1.00	0.668
NorESM2-LM	[-]	283.	287.	287.	248.			0.700	2.60	0.600		0.394	0.527	0.939	1.00	0.677
UK-HadGEM2-ES	[-]	281.	285.	287.	248.			-1.06	2.68	0.551		0.394	0.487	0.938	1.00	0.661
UKESM1-0-LL	[-]	281.	285.	287.	245.			-1.12	2.56	0.489		0.354	0.538	0.947	0.993	0.674

	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	[-]	268.
bcc-csm1-1	[-]	268.	268.	268.	266.			-0.443	3.30	0.0880		0.438	0.384	0.994	0.999	0.640
BCC-CSM2-MR	[-]	267.	267.	268.	266.			-1.19	3.23	0.106		0.401	0.428	0.992	0.991	0.648
CanESM2	[-]	270.	270.	268.	267.			1.49	3.55	0.0921		0.286	0.433	0.994	0.991	0.627
CanESM5	[-]	269.	269.	268.	267.			0.490	3.02	0.109		0.428	0.483	0.993	0.995	0.676
CESM1-BGC	[-]	269.	269.	268.	266.			0.424	2.65	0.0847		0.459	0.510	0.994	0.993	0.693
CESM2	[-]	269.	269.	268.	268.			1.22	3.30	0.205		0.439	0.355	0.986	1.00	0.627
GFDL-ESM2G	[-]	267.	268.	268.	266.			-0.697	3.32	0.0590		0.391	0.416	0.996	1.00	0.644
GFDL-ESM4	[-]	269.	268.	268.	270.			-0.240	2.84	0.0572		0.419	0.467	0.996	0.995	0.669
IPSL-CM5A-LR	[-]	269.	268.	268.	268.			0.123	3.30	0.0629		0.379	0.409	0.996	0.998	0.638
IPSL-CM6A-LR	[-]	268.	268.	268.	269.			0.150	3.22	0.101		0.476	0.367	0.993	1.00	0.641
MeanCMIP5	[-]	269.	268.	268.	269.	283.		0.109	2.17	0.0584		0.559	0.596	0.996	1.00	0.749
MeanCMIP6	[-]	268.	268.	268.	268.			0.0251	2.26	0.0647		0.552	0.577	0.996	0.999	0.740
MIROC-ESM	[-]	270.	271.	268.	267.			2.52	4.18	0.0791		0.280	0.328	0.995	0.995	0.585
MIROC-ESM2L	[-]	270.	270.	268.	269.			1.57	3.64	0.0615		0.290	0.415	0.996	0.990	0.621
MPI-ESM-LR	[-]	269.	268.	268.	267.			-0.0862	2.60	0.105		0.529	0.523	0.993	1.00	0.713
MPI-ESM1.2-HR	[-]	269.	269.	268.	267.			0.393	2.71	0.125		0.445	0.511	0.992	0.997	0.691
NorESM1-ME	[-]	267.	267.	268.	266.			-1.34	3.03	0.177		0.387	0.493	0.988	0.990	0.670
NorESM2-LM	[-]	269.	269.	268.	268.			0.700	3.47	0.321		0.462	0.303	0.978	1.00	0.609
UK-HadGEM2-ES	[-]	267.	267.	268.	266.			-1.12	3.25	0.138		0.461	0.374	0.989	0.994	0.638
UKESM1-0-LL	[-]	265.	265.	268.	265.			-2.79	3.80	0.0970		0.194	0.424	0.993	0.992	0.606

	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.
bcc-csm1-1	[-]	299.	299.	299.	300.			0.146	2.05	2.16		0.362	0.621	0.669	0.997	0.654
BCC-CSM2-MR	[-]	299.	299.	299.	300.			0.297	1.75	1.74		0.413	0.677	0.751	0.978	0.699
CanESM2	[-]	301.	301.	299.	300.			2.10	3.98	1.42		0.149	0.353	0.806	0.628	0.457
CanESM5	[-]	300.	300.	299.	300.			1.21	3.19	1.41		0.236	0.348	0.794	0.785	0.502
CESM1-BGC	[-]	298.	298.	299.	299.			-1.07	1.89	1.92		0.349	0.685	0.723	1.00	0.688
CESM2	[-]	299.	299.	299.	300.			0.0377	1.30	1.39		0.601	0.722	0.822	0.998	0.773
GFDL-ESM2G	[-]	299.	299.	299.	299.			-0.0164	2.88	1.66		0.454	0.198	0.759	0.990	0.520
GFDL-ESM4	[-]	298.	298.	299.	299.			-0.965	2.18	1.22		0.366	0.495	0.820	0.998	0.635
IPSL-CM5A-LR	[-]	299.	299.	299.	298.			-0.202	2.02	1.45		0.437	0.537	0.799	0.988	0.660
IPSL-CM6A-LR	[-]	298.	298.	299.	298.			-1.16	1.66	1.65		0.417	0.760	0.766	1.00	0.741
MeanCMIP5	[-]	299.	299.	299.	299.			-0.310	1.68	1.28		0.544	0.653	0.827	1.00	0.735
MeanCMIP6	[-]	299.	299.	299.	300.			-0.220	1.45	0.996		0.595	0.697	0.868	0.999	0.771
MIROC-ESM	[-]	298.	298.	299.	299.			-0.457	2.49	1.43		0.326	0.533	0.797	0.979	0.634
MIROC-ESM2L	[-]	298.	298.	299.	299.			-0.988	2.29	1.94		0.376	0.596	0.729	1.00	0.659
MPI-ESM-LR	[-]	299.	299.	299.	300.			0.142	2.45	1.83		0.348	0.417	0.737	0.932	0.570
MPI-ESM1.2-HR	[-]	298.	298.	299.	300.			-0.878	2.07	1.20		0.283	0.666	0.824	0.957	0.679
NorESM1-ME	[-]	297.	297.	299.	298.			-2.03	2.70	1.28		0.167	0.707	0.816	1.00	0.679
NorESM2-LM	[-]	298.	298.	299.	299.			-0.444	1.58	1.14		0.539	0.689	0.852	0.981	0.750
UK-HadGEM2-ES	[-]	297.	297.	299.	298.			-1.36	2.06	1.49		0.371	0.645	0.782	1.00	0.688
UKESM1-0-LL	[-]	299.	299.	299.	299.			0.0196	1.84	1.44		0.474	0.561	0.776	1.00	0.674

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/

2019-05-07: 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