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	[-]	304.
ACCESS-ESM1-5	[-]	304.	304.	304.	302.			-0.167	1.91	0.918		0.504	0.481	0.884	0.972	0.664
BCC-CSM2-MR	[-]	304.	304.	304.	302.			0.232	1.65	0.800		0.544	0.496	0.909	0.997	0.689
BGCLND	[-]	305.	305.	304.	302.	303.		1.56	1.81	0.315		0.360	0.809	0.964	1.00	0.788
BGCLNDATM_progCO2	[-]	301.	301.	304.	301.	303.		-2.32	2.55	0.816		0.270	0.642	0.889	0.975	0.684
CanESM5	[-]	303.	303.	304.	303.			-0.571	2.55	1.04		0.374	0.438	0.860	0.934	0.609
CNRM-ESM2-1	[-]	304.	304.	304.	302.			0.201	2.37	0.837		0.406	0.433	0.896	0.908	0.615
EC-Earth3-CC	[-]	302.	303.	304.	300.			-0.672	1.98	0.901		0.554	0.391	0.905	0.994	0.647
MeanCMIP6	[-]	303.	303.	304.	301.			-0.869	1.64	0.743		0.478	0.596	0.910	1.00	0.716
MIROC-ES2L	[-]	302.	302.	304.	302.			-1.76	2.88	1.19		0.326	0.527	0.834	0.922	0.627
MPI-ESM1-2-LR	[-]	302.	302.	304.	303.			-1.58	2.37	0.814		0.390	0.496	0.904	0.986	0.654
MRI-ESM2-0	[-]	303.	303.	304.	303.			-0.400	1.97	1.21		0.512	0.425	0.836	0.992	0.638
UKESM1-0-LL	[-]	304.	304.	304.	301.			0.206	1.79	0.824		0.512	0.531	0.912	0.982	0.693

	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.
ACCESS-ESM1-5	[-]	304.	304.	304.	303.			-0.412	1.43	1.98		0.296	0.399	0.717	0.993	0.561
BCC-CSM2-MR	[-]	303.	303.	304.	303.			-0.902	1.48	2.57		0.281	0.426	0.597	0.998	0.546
BGCLND	[-]	304.	305.	304.	303.	304.		0.860	1.53	0.742		0.186	0.709	0.889	0.873	0.673
BGCLNDATM_progCO2	[-]	302.	302.	304.	301.	304.		-2.22	2.34	1.62		0.104	0.550	0.768	0.997	0.594
CanESM5	[-]	301.	301.	304.	302.			-2.26	2.44	2.70		0.0968	0.473	0.553	0.992	0.517
CNRM-ESM2-1	[-]	300.	300.	304.	301.			-3.25	3.33	1.61		0.0469	0.459	0.755	0.793	0.502
EC-Earth3-CC	[-]	301.	301.	304.	301.			-2.59	2.75	1.43		0.105	0.444	0.796	0.812	0.520
MeanCMIP6	[-]	301.	301.	304.	302.			-2.21	2.33	1.66		0.0996	0.539	0.751	0.993	0.584
MIROC-ES2L	[-]	301.	301.	304.	301.			-2.85	2.98	1.60		0.0630	0.436	0.754	0.953	0.528
MPI-ESM1-2-LR	[-]	300.	300.	304.	302.			-3.32	3.43	1.68		0.0438	0.460	0.754	0.891	0.522
MRI-ESM2-0	[-]	302.	302.	304.	302.			-1.99	2.23	1.67		0.141	0.466	0.757	0.890	0.544
UKESM1-0-LL	[-]	302.	302.	304.	302.			-2.08	2.31	1.71		0.134	0.438	0.745	0.983	0.548

	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	[-]	287.	291.	292.	252.			-1.09	3.05	0.524		0.664	0.690	0.940	1.00	0.797
BCC-CSM2-MR	[-]	287.	292.	292.	251.			-0.834	2.95	0.547		0.685	0.700	0.936	0.996	0.804
BGCLND	[-]	289.	293.	292.	252.	288.		0.848	1.66	0.172		0.698	0.893	0.981	0.996	0.892
BGCLNDATM_progCO2	[-]	286.	291.	292.	250.	288.		-1.62	3.02	0.418		0.620	0.758	0.954	0.995	0.817
CanESM5	[-]	287.	292.	292.	253.			-0.465	3.28	0.660		0.648	0.659	0.920	0.998	0.777
CNRM-ESM2-1	[-]	287.	291.	292.	249.			-0.995	2.72	0.570		0.673	0.723	0.940	1.00	0.812
EC-Earth3-CC	[-]	288.	291.	292.	269.			-1.19	2.74	0.559		0.687	0.701	0.941	1.00	0.806
MeanCMIP6	[-]	287.	291.	292.	254.			-1.18	2.49	0.441		0.691	0.751	0.950	0.999	0.829
MIROC-ES2L	[-]	289.	292.	292.	263.			-0.122	3.40	0.526		0.611	0.717	0.939	1.00	0.796
MPI-ESM1-2-LR	[-]	286.	290.	292.	248.			-2.00	3.32	0.502		0.607	0.719	0.946	1.00	0.798
MRI-ESM2-0	[-]	287.	292.	292.	249.			-0.546	2.77	0.576		0.688	0.695	0.933	1.00	0.802
UKESM1-0-LL	[-]	286.	291.	292.	249.			-1.81	3.15	0.534		0.632	0.718	0.939	0.991	0.800

	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.
ACCESS-ESM1-5	[-]	272.	272.	273.	268.			-1.04	3.35	0.120		0.867	0.814	0.991	0.993	0.896
BCC-CSM2-MR	[-]	271.	271.	273.	268.			-2.12	4.03	0.0988		0.815	0.807	0.993	1.00	0.884
BGCLND	[-]	273.	273.	273.	271.	273.		-0.366	1.52	0.0399		0.918	0.917	0.997	0.991	0.948
BGCLNDATM_progCO2	[-]	273.	273.	273.	272.	273.		0.0143	3.56	0.0542		0.867	0.808	0.996	0.994	0.895
CanESM5	[-]	272.	273.	273.	269.			-0.708	3.22	0.102		0.857	0.828	0.993	0.990	0.899
CNRM-ESM2-1	[-]	273.	273.	273.	271.			-0.0213	2.80	0.0867		0.884	0.842	0.994	0.984	0.909
EC-Earth3-CC	[-]	272.	271.	273.	273.			-1.45	3.47	0.117		0.841	0.832	0.992	0.998	0.899
MeanCMIP6	[-]	271.	271.	273.	269.			-1.85	3.09	0.0494		0.834	0.854	0.997	0.999	0.907
MIROC-ES2L	[-]	272.	273.	273.	271.			-0.471	3.74	0.0549		0.820	0.825	0.996	1.00	0.893
MPI-ESM1-2-LR	[-]	271.	271.	273.	269.			-1.87	3.89	0.137		0.811	0.824	0.990	0.999	0.890
MRI-ESM2-0	[-]	273.	273.	273.	271.			0.373	3.08	0.0814		0.875	0.835	0.995	1.00	0.908
UKESM1-0-LL	[-]	269.	269.	273.	267.			-3.75	4.61	0.0802		0.739	0.823	0.994	0.985	0.873

	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.
ACCESS-ESM1-5	[-]	305.	305.	304.	303.			0.962	3.30	1.24		0.230	0.249	0.833	0.838	0.480
BCC-CSM2-MR	[-]	306.	306.	304.	302.			1.51	2.82	1.58		0.231	0.358	0.778	0.874	0.520
BGCLND	[-]	305.	305.	304.	303.	305.		1.41	1.68	0.466		0.269	0.827	0.935	1.00	0.772
BGCLNDATM_progCO2	[-]	302.	302.	304.	301.	305.		-2.04	2.44	1.15		0.181	0.503	0.852	0.968	0.601
CanESM5	[-]	304.	305.	304.	303.			0.542	3.56	1.64		0.292	0.182	0.761	0.704	0.424
CNRM-ESM2-1	[-]	303.	302.	304.	301.			-1.55	2.49	1.19		0.305	0.307	0.850	0.944	0.543
EC-Earth3-CC	[-]	303.	303.	304.	300.			-0.802	2.58	1.42		0.325	0.318	0.795	0.901	0.531
MeanCMIP6	[-]	303.	303.	304.	301.			-0.879	2.09	1.36		0.442	0.415	0.800	0.979	0.610
MIROC-ES2L	[-]	301.	301.	304.	301.			-3.17	3.81	1.47		0.129	0.410	0.802	0.965	0.543
MPI-ESM1-2-LR	[-]	301.	301.	304.	303.			-2.68	3.56	1.14		0.189	0.322	0.850	0.942	0.525
MRI-ESM2-0	[-]	302.	302.	304.	303.			-1.75	2.48	1.49		0.230	0.454	0.787	0.985	0.582
UKESM1-0-LL	[-]	303.	303.	304.	301.			-1.52	2.70	2.14		0.326	0.314	0.679	0.984	0.523

	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	[-]	280.	280.	281.	284.			-0.865	2.98	0.153		0.859	0.832	0.989	1.00	0.902
BCC-CSM2-MR	[-]	279.	279.	281.	282.			-1.96	3.50	0.136		0.817	0.821	0.991	1.00	0.890
BGCLND	[-]	282.	282.	281.	284.	284.		0.235	1.30	0.0543		0.917	0.938	0.996	0.999	0.957
BGCLNDATM_progCO2	[-]	280.	280.	281.	284.	284.		-1.14	3.06	0.147		0.853	0.840	0.990	0.984	0.901
CanESM5	[-]	280.	280.	281.	281.			-0.756	3.01	0.202		0.846	0.836	0.986	0.999	0.901
CNRM-ESM2-1	[-]	281.	281.	281.	284.			-0.588	2.60	0.233		0.856	0.870	0.984	0.996	0.915
EC-Earth3-CC	[-]	282.	280.	281.	284.			-1.34	2.91	0.245		0.842	0.852	0.983	0.997	0.905
MeanCMIP6	[-]	280.	280.	281.	282.			-1.66	2.70	0.0982		0.832	0.870	0.993	1.00	0.913
MIROC-ES2L	[-]	281.	281.	281.	283.			-0.0809	3.45	0.0878		0.814	0.835	0.994	1.00	0.896
MPI-ESM1-2-LR	[-]	279.	280.	281.	280.			-1.57	3.29	0.217		0.809	0.850	0.985	1.00	0.899
MRI-ESM2-0	[-]	281.	281.	281.	286.			-0.514	2.74	0.128		0.863	0.851	0.991	0.991	0.909
UKESM1-0-LL	[-]	278.	279.	281.	280.			-2.58	3.59	0.160		0.780	0.845	0.989	0.994	0.891

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