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

	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.
ACCESS-ESM1-5	[-]	294.	294.	292.	298.			2.39	2.78	1.08		0.267	0.514	0.859	0.983	0.628
BCC-CSM2-MR	[-]	293.	293.	292.	300.			1.39	1.89	1.45		0.392	0.561	0.797	0.999	0.662
BGCLND	[-]	293.	293.	292.	296.	296.		0.394	1.16	0.558		0.508	0.685	0.936	0.999	0.763
BGCLNDATM_progCO2	[-]	293.	293.	292.	297.	296.		0.716	1.60	1.33		0.432	0.589	0.818	0.967	0.679
CanESM5	[-]	294.	293.	292.	299.			1.60	2.66	1.04		0.330	0.398	0.863	0.998	0.598
CNRM-ESM2-1	[-]	293.	293.	292.	297.			1.30	2.17	1.72		0.360	0.487	0.745	0.983	0.613
EC-Earth3-CC	[-]	295.	293.	292.	299.			0.596	1.65	1.38		0.486	0.449	0.814	0.994	0.638
MeanCMIP6	[-]	293.	293.	292.	299.			1.35	1.84	0.934		0.386	0.573	0.881	0.983	0.679
MIROC-ES2L	[-]	294.	294.	292.	298.			1.99	2.34	0.806		0.295	0.584	0.898	0.943	0.661
MPI-ESM1-2-LR	[-]	294.	294.	292.	296.			1.73	2.35	1.17		0.346	0.457	0.848	0.997	0.621
MRI-ESM2-0	[-]	294.	294.	292.	298.			2.28	2.57	1.11		0.240	0.516	0.848	0.997	0.624
UKESM1-0-LL	[-]	293.	293.	292.	298.			1.40	2.54	1.28		0.314	0.435	0.839	0.986	0.602

	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	[-]	294.
ACCESS-ESM1-5	[-]	299.	298.	294.	300.			4.98	4.95	2.15		0.0169	0.533	0.669	0.868	0.524
BCC-CSM2-MR	[-]	297.	297.	294.	300.			4.08	4.31	2.19		0.103	0.523	0.662	0.921	0.547
BGCLND	[-]	295.	295.	294.	297.	296.		0.812	1.46	1.44		0.304	0.659	0.776	0.962	0.672
BGCLNDATM_progCO2	[-]	296.	296.	294.	298.	296.		1.69	2.26	1.44		0.179	0.648	0.800	0.916	0.638
CanESM5	[-]	298.	298.	294.	300.			4.39	4.44	1.54		0.0509	0.622	0.773	0.962	0.606
CNRM-ESM2-1	[-]	295.	294.	294.	297.			1.37	2.30	1.79		0.144	0.578	0.723	0.999	0.604
EC-Earth3-CC	[-]	298.	296.	294.	299.			1.17	2.16	2.32		0.181	0.552	0.628	0.982	0.579
MeanCMIP6	[-]	297.	297.	294.	300.			3.41	3.54	1.32		0.0927	0.629	0.808	0.980	0.628
MIROC-ES2L	[-]	297.	297.	294.	298.			3.37	3.49	1.91		0.103	0.395	0.711	0.843	0.489
MPI-ESM1-2-LR	[-]	295.	295.	294.	296.			2.57	3.27	2.24		0.112	0.522	0.649	0.999	0.561
MRI-ESM2-0	[-]	297.	296.	294.	299.			3.17	3.33	1.32		0.105	0.558	0.812	1.00	0.607
UKESM1-0-LL	[-]	297.	297.	294.	299.			3.35	3.59	1.19		0.0727	0.511	0.840	0.989	0.585

	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.
ACCESS-ESM1-5	[-]	278.	283.	281.	246.			2.36	3.46	0.599		0.592	0.758	0.925	0.996	0.806
BCC-CSM2-MR	[-]	277.	281.	281.	245.			0.692	2.65	0.620		0.669	0.767	0.923	1.00	0.825
BGCLND	[-]	277.	281.	281.	245.	280.		0.0366	1.38	0.309		0.777	0.878	0.962	0.999	0.899
BGCLNDATM_progCO2	[-]	278.	282.	281.	244.	280.		1.56	2.70	0.544		0.673	0.793	0.933	0.985	0.836
CanESM5	[-]	276.	281.	281.	244.			0.709	3.65	0.615		0.588	0.728	0.926	0.999	0.794
CNRM-ESM2-1	[-]	277.	281.	281.	242.			0.632	2.65	0.721		0.677	0.759	0.913	0.999	0.821
EC-Earth3-CC	[-]	279.	281.	281.	266.			0.403	2.58	0.699		0.684	0.747	0.916	0.997	0.818
MeanCMIP6	[-]	277.	281.	281.	247.			0.784	2.37	0.496		0.669	0.804	0.942	1.00	0.844
MIROC-ES2L	[-]	280.	283.	281.	257.			2.97	3.87	0.637		0.561	0.759	0.918	0.995	0.798
MPI-ESM1-2-LR	[-]	278.	282.	281.	244.			1.78	2.90	0.640		0.639	0.757	0.919	0.999	0.814
MRI-ESM2-0	[-]	278.	283.	281.	243.			2.32	3.08	0.549		0.607	0.764	0.935	0.998	0.814
UKESM1-0-LL	[-]	275.	280.	281.	241.			-0.513	3.00	0.593		0.636	0.745	0.933	0.994	0.811

	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	[-]	263.
ACCESS-ESM1-5	[-]	266.	267.	263.	265.			3.31	4.46	0.0914		0.765	0.826	0.993	0.991	0.880
BCC-CSM2-MR	[-]	263.	263.	263.	263.			-0.130	3.09	0.118		0.845	0.848	0.992	0.959	0.899
BGCLND	[-]	262.	262.	263.	265.	267.		-0.918	1.81	0.0382		0.880	0.932	0.997	1.00	0.948
BGCLNDATM_progCO2	[-]	267.	267.	263.	268.	267.		3.41	4.38	0.0687		0.777	0.835	0.995	0.926	0.874
CanESM5	[-]	264.	264.	263.	265.			1.28	3.48	0.111		0.822	0.848	0.993	0.999	0.902
CNRM-ESM2-1	[-]	265.	265.	263.	266.			2.07	3.42	0.104		0.822	0.850	0.993	1.00	0.903
EC-Earth3-CC	[-]	267.	265.	263.	270.			1.36	3.23	0.121		0.852	0.842	0.992	0.976	0.901
MeanCMIP6	[-]	264.	264.	263.	265.			0.627	2.55	0.0724		0.863	0.886	0.995	0.987	0.924
MIROC-ES2L	[-]	267.	267.	263.	268.			3.67	4.88	0.0798		0.733	0.839	0.995	0.970	0.875
MPI-ESM1-2-LR	[-]	265.	265.	263.	264.			1.67	3.16	0.0701		0.838	0.860	0.995	0.972	0.905
MRI-ESM2-0	[-]	266.	266.	263.	267.			2.97	3.90	0.0906		0.788	0.845	0.994	0.971	0.888
UKESM1-0-LL	[-]	261.	261.	263.	262.			-2.11	3.79	0.104		0.804	0.820	0.993	0.999	0.887

	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	[-]	294.
ACCESS-ESM1-5	[-]	297.	297.	294.	298.			3.01	3.25	2.49		0.104	0.442	0.603	0.914	0.501
BCC-CSM2-MR	[-]	294.	294.	294.	298.			0.778	1.79	2.36		0.312	0.499	0.638	1.00	0.590
BGCLND	[-]	294.	294.	294.	297.	297.		0.0228	1.06	1.32		0.497	0.665	0.800	1.00	0.725
BGCLNDATM_progCO2	[-]	294.	294.	294.	297.	297.		-0.257	1.37	2.16		0.406	0.610	0.670	0.943	0.648
CanESM5	[-]	296.	296.	294.	298.			2.64	3.76	2.48		0.0977	0.323	0.605	0.891	0.448
CNRM-ESM2-1	[-]	294.	293.	294.	297.			-0.158	1.47	2.62		0.454	0.434	0.585	1.00	0.581
EC-Earth3-CC	[-]	295.	295.	294.	298.			0.794	1.73	2.52		0.377	0.382	0.597	0.992	0.546
MeanCMIP6	[-]	295.	295.	294.	298.			1.44	2.10	2.22		0.214	0.498	0.658	0.989	0.571
MIROC-ES2L	[-]	295.	296.	294.	297.			1.87	2.57	3.59		0.176	0.463	0.405	0.971	0.496
MPI-ESM1-2-LR	[-]	295.	295.	294.	297.			0.942	1.99	2.94		0.314	0.414	0.524	1.00	0.533
MRI-ESM2-0	[-]	295.	295.	294.	298.			1.40	1.93	1.86		0.261	0.457	0.721	0.995	0.578
UKESM1-0-LL	[-]	295.	295.	294.	297.			1.77	2.36	1.99		0.189	0.438	0.703	0.983	0.550

	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.
ACCESS-ESM1-5	[-]	273.	273.	271.	279.			3.17	4.08	0.0863		0.732	0.843	0.994	0.991	0.880
BCC-CSM2-MR	[-]	270.	270.	271.	276.			-0.215	2.72	0.114		0.825	0.856	0.992	1.00	0.906
BGCLND	[-]	270.	270.	270.	280.	277.		-0.405	1.57	0.0438		0.879	0.935	0.997	0.998	0.949
BGCLNDATM_progCO2	[-]	273.	273.	270.	280.	277.		2.18	3.17	0.111		0.798	0.862	0.993	0.984	0.900
CanESM5	[-]	270.	270.	271.	277.			0.706	3.73	0.131		0.767	0.835	0.991	0.999	0.885
CNRM-ESM2-1	[-]	271.	271.	271.	280.			1.28	3.09	0.223		0.798	0.860	0.985	0.997	0.900
EC-Earth3-CC	[-]	276.	271.	271.	282.			0.652	2.64	0.245		0.845	0.850	0.984	1.00	0.906
MeanCMIP6	[-]	271.	271.	271.	278.			0.534	2.38	0.0821		0.832	0.894	0.994	0.999	0.923
MIROC-ES2L	[-]	274.	274.	271.	279.			3.67	4.65	0.0907		0.693	0.847	0.994	0.995	0.875
MPI-ESM1-2-LR	[-]	272.	272.	271.	274.			1.76	3.00	0.163		0.798	0.869	0.989	1.00	0.905
MRI-ESM2-0	[-]	273.	273.	271.	281.			2.44	3.35	0.101		0.771	0.855	0.993	0.999	0.895
UKESM1-0-LL	[-]	268.	269.	271.	275.			-1.28	3.22	0.157		0.803	0.828	0.989	0.994	0.888

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