Mean State

Mean State
All Models
Data Information

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.9
ACCESS-CM2_BARPA	[-]	21.5	21.5	21.9	-0.363	1.12	0.592	0.869	0.819	0.941	0.984	0.886
ACCESS-CM2_CCAM	[-]	20.6	20.7	21.9	-1.21	1.56	0.360	0.769	0.836	0.972	0.978	0.878
ACCESS-CM2_CMIP6	[-]	23.0	23.0	21.9	1.10	1.52	0.340	0.774	0.810	0.975	1.00	0.874
ACCESS-ESM1-5_BARPA	[-]	22.0	22.0	21.9	0.0972	0.972	0.571	0.891	0.838	0.942	0.985	0.899
ACCESS-ESM1-5_CCAM	[-]	21.2	21.2	21.9	-0.662	1.31	0.315	0.825	0.850	0.977	0.998	0.900
ACCESS-ESM1-5_CMIP6	[-]	23.2	23.2	22.0	1.25	1.65	0.295	0.743	0.814	0.979	0.997	0.869
CESM2_BARPA	[-]	21.0	21.1	21.9	-0.816	1.23	0.454	0.830	0.837	0.958	0.999	0.892
CESM2_CCAM	[-]	20.2	20.2	21.9	-1.69	1.94	0.250	0.713	0.841	0.982	0.998	0.875
CMCC-ESM2_BARPA	[-]	21.4	21.4	21.9	-0.483	1.00	0.365	0.867	0.850	0.968	0.999	0.907
CMCC-ESM2_CCAM	[-]	20.4	20.4	21.9	-1.44	1.73	0.259	0.729	0.850	0.981	0.986	0.879
CMCC-ESM2_CMIP6	[-]	23.4	23.4	21.9	1.48	1.76	0.414	0.722	0.843	0.963	0.997	0.873
CNRM-ESM2-1_CCAM	[-]	18.5	18.5	21.9	-3.32	3.46	0.466	0.499	0.855	0.963	0.870	0.808
CNRM-ESM2-1_CMIP6	[-]	22.4	22.4	21.9	0.497	1.23	0.329	0.832	0.834	0.977	0.997	0.895
EC-Earth3_BARPA	[-]	21.5	21.5	21.9	-0.374	1.14	0.416	0.836	0.827	0.966	0.962	0.884
EC-Earth3_CCAM	[-]	20.8	20.9	21.9	-1.00	1.50	0.212	0.751	0.874	0.985	0.895	0.876
EC-Earth3_CMIP6	[-]	21.9	21.9	21.9	-0.000791	1.35	0.158	0.793	0.846	0.989	0.912	0.877
ERA5_BARPA	[-]	21.1	21.1	21.9	-0.810	1.09	0.327	0.824	0.877	0.972	0.987	0.907
ERA5_CCAM	[-]	20.4	20.4	21.9	-1.51	1.70	0.166	0.716	0.889	0.988	0.973	0.891
MPI-ESM1-2-HR_BARPA	[-]	21.2	21.2	21.9	-0.624	1.16	0.430	0.820	0.844	0.959	0.988	0.891
MPI-ESM1-2-HR_CMIP6	[-]	24.4	24.4	21.9	2.47	2.82	0.273	0.593	0.756	0.980	0.999	0.817
NorESM2-MM_BARPA	[-]	20.9	20.9	21.9	-0.925	1.30	0.422	0.821	0.846	0.964	1.00	0.895
NorESM2-MM_CCAM	[-]	19.1	19.2	21.9	-2.71	2.85	0.295	0.566	0.840	0.979	0.989	0.843
NorESM2-MM_CMIP6	[-]	22.9	22.9	21.9	1.04	1.47	0.192	0.764	0.860	0.987	0.977	0.890

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.4
ACCESS-CM2_BARPA	[-]	18.8	18.8	18.4	0.362	0.692	0.120	0.922	0.892	0.992	0.994	0.943
ACCESS-CM2_CCAM	[-]	18.2	18.2	18.4	-0.224	0.759	0.0201	0.936	0.864	0.999	0.986	0.937
ACCESS-CM2_CMIP6	[-]	19.5	19.5	18.5	1.09	1.49	0.00	0.782	0.835	1.00	0.945	0.884
ACCESS-ESM1-5_BARPA	[-]	19.2	19.2	18.4	0.805	1.01	0.0291	0.839	0.883	0.998	0.993	0.923
ACCESS-ESM1-5_CCAM	[-]	18.8	18.9	18.4	0.413	0.795	0.00446	0.905	0.877	1.00	0.981	0.934
ACCESS-ESM1-5_CMIP6	[-]	20.3	20.3	18.7	1.61	1.75	0.0771	0.704	0.870	0.995	0.901	0.868
CESM2_BARPA	[-]	18.3	18.3	18.4	-0.137	0.671	0.216	0.945	0.876	0.986	0.993	0.942
CESM2_CCAM	[-]	17.9	18.0	18.4	-0.481	0.903	0.0570	0.895	0.858	0.996	0.990	0.926
CMCC-ESM2_BARPA	[-]	18.5	18.5	18.4	0.0708	0.468	0.00	0.953	0.919	1.00	0.994	0.961
CMCC-ESM2_CCAM	[-]	17.7	17.7	18.4	-0.734	0.958	0.337	0.855	0.884	0.978	0.970	0.917
CMCC-ESM2_CMIP6	[-]	20.3	20.3	18.4	1.86	1.99	0.214	0.670	0.874	0.986	0.989	0.879
CNRM-ESM2-1_CCAM	[-]	16.1	16.1	18.4	-2.35	2.46	0.659	0.601	0.864	0.958	0.945	0.844
CNRM-ESM2-1_CMIP6	[-]	19.0	19.0	18.7	0.277	1.14	0.192	0.905	0.804	0.988	0.986	0.908
EC-Earth3_BARPA	[-]	18.5	18.5	18.4	0.0304	0.681	0.339	0.934	0.880	0.977	0.985	0.937
EC-Earth3_CCAM	[-]	18.3	18.3	18.4	-0.129	0.841	0.0995	0.937	0.848	0.994	0.985	0.930
EC-Earth3_CMIP6	[-]	19.9	19.9	18.5	1.41	1.85	0.285	0.740	0.775	0.981	0.978	0.858
ERA5_BARPA	[-]	18.2	18.3	18.5	-0.202	0.463	0.00	0.941	0.929	1.00	0.994	0.962
ERA5_CCAM	[-]	17.6	17.6	18.5	-0.815	0.932	0.00	0.840	0.914	1.00	0.973	0.930
MPI-ESM1-2-HR_BARPA	[-]	18.5	18.6	18.4	0.117	0.656	0.00	0.920	0.897	1.00	0.990	0.946
MPI-ESM1-2-HR_CMIP6	[-]	21.9	21.9	18.4	3.48	3.83	0.00	0.470	0.710	1.00	0.993	0.784
NorESM2-MM_BARPA	[-]	18.1	18.1	18.4	-0.314	0.749	0.0218	0.929	0.870	0.999	0.996	0.940
NorESM2-MM_CCAM	[-]	16.8	16.8	18.4	-1.60	1.71	0.00891	0.710	0.880	0.999	0.959	0.886
NorESM2-MM_CMIP6	[-]	19.8	19.8	18.4	1.31	1.58	0.0411	0.753	0.851	0.997	0.988	0.892

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	19.0
ACCESS-CM2_BARPA	[-]	19.3	19.3	19.0	0.310	1.06	0.658	0.847	0.824	0.958	0.918	0.889
ACCESS-CM2_CCAM	[-]	18.9	18.9	19.0	-0.0891	0.873	0.270	0.885	0.828	0.983	0.967	0.911
ACCESS-CM2_CMIP6	[-]	20.8	20.8	19.4	1.34	1.53	0.288	0.684	0.826	0.981	1.00	0.853
ACCESS-ESM1-5_BARPA	[-]	19.8	19.8	19.0	0.824	1.25	0.624	0.812	0.816	0.960	0.928	0.878
ACCESS-ESM1-5_CCAM	[-]	19.7	19.8	19.0	0.795	1.12	0.310	0.810	0.823	0.980	0.991	0.895
ACCESS-ESM1-5_CMIP6	[-]	21.1	21.1	19.1	1.99	2.16	0.308	0.596	0.812	0.980	0.849	0.789
CESM2_BARPA	[-]	19.0	19.0	19.0	0.0481	0.903	0.735	0.875	0.831	0.953	0.962	0.905
CESM2_CCAM	[-]	18.7	18.7	19.0	-0.257	0.835	0.223	0.878	0.840	0.986	0.985	0.916
CMCC-ESM2_BARPA	[-]	19.1	19.1	19.0	0.118	0.741	0.0677	0.864	0.891	0.996	0.945	0.924
CMCC-ESM2_CCAM	[-]	18.7	18.7	19.0	-0.288	0.663	0.354	0.886	0.885	0.977	0.991	0.931
CMCC-ESM2_CMIP6	[-]	20.6	20.6	18.9	1.75	1.89	0.227	0.628	0.881	0.985	0.937	0.868
CNRM-ESM2-1_CCAM	[-]	16.7	16.7	19.0	-2.26	2.44	0.820	0.553	0.830	0.947	0.875	0.825
CNRM-ESM2-1_CMIP6	[-]	19.2	19.2	19.2	-0.0289	0.980	0.435	0.842	0.829	0.972	0.911	0.893
EC-Earth3_BARPA	[-]	19.1	19.1	19.0	0.101	1.22	0.478	0.804	0.803	0.969	0.878	0.869
EC-Earth3_CCAM	[-]	18.8	18.8	19.0	-0.169	0.977	0.336	0.842	0.833	0.978	0.920	0.895
EC-Earth3_CMIP6	[-]	19.3	19.3	19.0	0.362	1.19	0.504	0.838	0.787	0.957	0.917	0.864
ERA5_BARPA	[-]	18.9	18.9	19.0	-0.0756	0.678	0.0320	0.866	0.911	0.998	0.953	0.933
ERA5_CCAM	[-]	18.5	18.5	19.0	-0.462	0.700	0.00188	0.856	0.910	1.00	0.986	0.938
MPI-ESM1-2-HR_BARPA	[-]	18.9	18.9	19.0	-0.0491	1.36	0.450	0.751	0.822	0.971	0.811	0.857
MPI-ESM1-2-HR_CMIP6	[-]	21.4	21.4	19.0	2.32	2.51	0.236	0.560	0.785	0.984	0.782	0.793
NorESM2-MM_BARPA	[-]	19.0	19.1	19.0	0.0815	0.666	0.351	0.913	0.869	0.977	0.992	0.932
NorESM2-MM_CCAM	[-]	17.7	17.7	19.0	-1.25	1.41	0.317	0.713	0.850	0.980	0.986	0.879
NorESM2-MM_CMIP6	[-]	20.5	20.5	18.9	1.62	1.83	0.219	0.637	0.854	0.986	0.959	0.863

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.2
ACCESS-CM2_BARPA	[-]	23.3	23.4	24.2	-0.796	1.51	1.76	0.765	0.669	0.789	1.00	0.795
ACCESS-CM2_CCAM	[-]	23.0	23.0	24.2	-1.18	1.46	0.971	0.684	0.765	0.916	0.984	0.832
ACCESS-CM2_CMIP6	[-]	25.6	25.6	24.3	1.31	1.66	0.941	0.637	0.749	0.927	0.999	0.822
ACCESS-ESM1-5_BARPA	[-]	23.8	23.8	24.2	-0.383	1.27	1.65	0.847	0.689	0.809	0.996	0.824
ACCESS-ESM1-5_CCAM	[-]	24.0	24.1	24.2	-0.0981	0.913	0.562	0.863	0.786	0.958	0.980	0.887
ACCESS-ESM1-5_CMIP6	[-]	26.0	26.0	24.3	1.69	1.92	0.614	0.569	0.764	0.952	0.991	0.800
CESM2_BARPA	[-]	23.4	23.4	24.2	-0.748	1.35	1.30	0.781	0.701	0.871	1.00	0.828
CESM2_CCAM	[-]	23.2	23.3	24.2	-0.924	1.27	0.695	0.742	0.764	0.949	0.996	0.856
CMCC-ESM2_BARPA	[-]	23.4	23.5	24.2	-0.726	1.26	1.21	0.774	0.728	0.882	0.997	0.837
CMCC-ESM2_CCAM	[-]	22.8	22.9	24.2	-1.34	1.54	0.506	0.639	0.811	0.963	0.983	0.850
CMCC-ESM2_CMIP6	[-]	26.2	26.2	24.2	1.98	2.20	0.922	0.528	0.766	0.903	0.987	0.779
CNRM-ESM2-1_CCAM	[-]	20.2	20.2	24.2	-3.97	4.03	0.986	0.274	0.792	0.902	0.996	0.746
CNRM-ESM2-1_CMIP6	[-]	24.0	24.0	24.2	-0.203	1.27	0.495	0.801	0.712	0.965	0.919	0.835
EC-Earth3_BARPA	[-]	22.7	22.8	24.2	-1.41	1.98	1.16	0.629	0.633	0.893	1.00	0.778
EC-Earth3_CCAM	[-]	22.2	22.3	24.2	-1.89	2.00	0.506	0.537	0.823	0.962	0.973	0.828
EC-Earth3_CMIP6	[-]	23.2	23.2	24.2	-1.05	1.30	0.273	0.694	0.813	0.979	0.988	0.869
ERA5_BARPA	[-]	22.9	23.0	24.2	-1.21	1.45	1.10	0.678	0.774	0.896	0.995	0.832
ERA5_CCAM	[-]	22.6	22.6	24.2	-1.56	1.67	0.498	0.599	0.846	0.960	0.971	0.847
MPI-ESM1-2-HR_BARPA	[-]	22.7	22.8	24.2	-1.44	1.95	1.35	0.625	0.654	0.861	0.996	0.773
MPI-ESM1-2-HR_CMIP6	[-]	26.4	26.4	24.2	2.24	2.51	0.647	0.496	0.709	0.954	0.968	0.776
NorESM2-MM_BARPA	[-]	23.5	23.6	24.2	-0.641	1.08	1.15	0.805	0.779	0.891	0.997	0.861
NorESM2-MM_CCAM	[-]	21.8	21.9	24.2	-2.31	2.40	0.700	0.470	0.810	0.947	0.951	0.797
NorESM2-MM_CMIP6	[-]	26.3	26.3	24.2	2.10	2.17	0.311	0.500	0.833	0.978	0.996	0.806

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	17.4
ACCESS-CM2_BARPA	[-]	18.0	18.0	17.4	0.600	0.894	0.0321	0.893	0.893	0.998	0.984	0.937
ACCESS-CM2_CCAM	[-]	17.3	17.3	17.4	-0.157	0.904	0.0631	0.936	0.864	0.996	0.981	0.935
ACCESS-CM2_CMIP6	[-]	18.6	18.6	17.3	1.34	1.82	0.00	0.771	0.820	1.00	0.994	0.888
ACCESS-ESM1-5_BARPA	[-]	18.4	18.4	17.4	0.971	1.15	0.0257	0.836	0.899	0.998	0.983	0.926
ACCESS-ESM1-5_CCAM	[-]	17.8	17.9	17.4	0.417	1.13	0.0231	0.881	0.862	0.999	0.977	0.922
ACCESS-ESM1-5_CMIP6	[-]	19.2	19.2	17.4	1.83	2.11	0.00	0.717	0.830	1.00	0.860	0.849
CESM2_BARPA	[-]	17.0	17.0	17.4	-0.438	0.889	0.0263	0.896	0.891	0.998	0.983	0.936
CESM2_CCAM	[-]	16.6	16.6	17.4	-0.864	1.19	0.0135	0.847	0.884	0.999	0.986	0.924
CMCC-ESM2_BARPA	[-]	17.4	17.5	17.4	0.0134	0.735	0.0139	0.934	0.895	0.999	0.985	0.947
CMCC-ESM2_CCAM	[-]	17.2	17.2	17.4	-0.210	1.08	0.00673	0.863	0.891	1.00	0.982	0.929
CMCC-ESM2_CMIP6	[-]	18.7	18.7	17.4	1.27	1.51	0.00	0.791	0.881	1.00	0.967	0.906
CNRM-ESM2-1_CCAM	[-]	16.5	16.6	17.4	-0.874	1.46	0.302	0.811	0.886	0.980	0.988	0.913
CNRM-ESM2-1_CMIP6	[-]	18.7	18.7	17.5	1.23	1.43	0.269	0.796	0.887	0.982	1.00	0.913
EC-Earth3_BARPA	[-]	18.1	18.1	17.4	0.688	1.00	0.118	0.880	0.885	0.992	0.978	0.928
EC-Earth3_CCAM	[-]	18.4	18.4	17.4	0.986	1.37	0.0120	0.832	0.864	0.999	0.997	0.916
EC-Earth3_CMIP6	[-]	19.2	19.2	17.3	1.92	2.16	0.0346	0.700	0.833	0.998	1.00	0.877
ERA5_BARPA	[-]	17.4	17.4	17.5	-0.0265	0.609	0.0444	0.948	0.913	0.997	0.984	0.955
ERA5_CCAM	[-]	17.4	17.4	17.5	-0.0322	0.975	0.00673	0.865	0.920	1.00	0.990	0.941
MPI-ESM1-2-HR_BARPA	[-]	17.8	17.8	17.4	0.395	0.773	0.0293	0.915	0.900	0.998	0.989	0.945
MPI-ESM1-2-HR_CMIP6	[-]	20.6	20.6	17.4	3.21	3.55	0.0179	0.558	0.759	0.999	0.999	0.821
NorESM2-MM_BARPA	[-]	16.8	16.8	17.4	-0.603	0.983	0.0438	0.882	0.884	0.997	0.979	0.930
NorESM2-MM_CCAM	[-]	16.0	16.0	17.4	-1.40	1.76	0.0481	0.765	0.875	0.997	0.960	0.897
NorESM2-MM_CMIP6	[-]	17.9	17.9	17.4	0.494	1.21	0.359	0.903	0.829	0.977	0.994	0.915

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	22.7
ACCESS-CM2_BARPA	[-]	22.2	22.2	22.7	-0.478	1.11	0.335	0.895	0.850	0.975	0.995	0.924
ACCESS-CM2_CCAM	[-]	21.1	21.1	22.7	-1.58	1.81	0.211	0.751	0.859	0.986	0.992	0.890
ACCESS-CM2_CMIP6	[-]	23.7	23.7	22.7	1.02	1.48	0.184	0.826	0.833	0.987	1.00	0.905
ACCESS-ESM1-5_BARPA	[-]	22.7	22.7	22.7	0.00968	0.850	0.336	0.923	0.879	0.969	0.995	0.938
ACCESS-ESM1-5_CCAM	[-]	21.5	21.5	22.7	-1.18	1.49	0.262	0.806	0.878	0.982	0.978	0.910
ACCESS-ESM1-5_CMIP6	[-]	23.6	23.6	22.6	0.929	1.44	0.215	0.833	0.834	0.986	0.999	0.906
CESM2_BARPA	[-]	21.7	21.7	22.7	-0.928	1.25	0.242	0.844	0.872	0.978	0.981	0.917
CESM2_CCAM	[-]	20.4	20.5	22.7	-2.22	2.39	0.130	0.672	0.857	0.991	0.999	0.874
CMCC-ESM2_BARPA	[-]	22.2	22.2	22.7	-0.505	0.985	0.200	0.893	0.878	0.985	0.988	0.932
CMCC-ESM2_CCAM	[-]	20.8	20.9	22.7	-1.82	2.05	0.177	0.716	0.854	0.988	0.999	0.885
CMCC-ESM2_CMIP6	[-]	24.0	24.0	22.7	1.34	1.68	0.328	0.785	0.859	0.974	0.998	0.902
CNRM-ESM2-1_CCAM	[-]	18.9	18.9	22.7	-3.81	3.88	0.260	0.500	0.877	0.982	0.913	0.823
CNRM-ESM2-1_CMIP6	[-]	23.4	23.4	22.8	0.640	1.19	0.255	0.855	0.875	0.982	0.999	0.919
EC-Earth3_BARPA	[-]	22.3	22.3	22.7	-0.357	0.935	0.211	0.896	0.880	0.984	0.984	0.935
EC-Earth3_CCAM	[-]	21.4	21.4	22.7	-1.30	1.49	0.129	0.785	0.907	0.991	0.918	0.900
EC-Earth3_CMIP6	[-]	22.5	22.5	22.7	-0.136	1.19	0.0892	0.848	0.880	0.994	0.914	0.906
ERA5_BARPA	[-]	21.8	21.8	22.7	-0.916	1.14	0.178	0.842	0.895	0.987	0.998	0.928
ERA5_CCAM	[-]	20.8	20.8	22.7	-1.91	2.02	0.0951	0.705	0.897	0.994	0.998	0.895
MPI-ESM1-2-HR_BARPA	[-]	22.1	22.1	22.7	-0.579	0.972	0.214	0.874	0.899	0.982	0.997	0.936
MPI-ESM1-2-HR_CMIP6	[-]	25.2	25.2	22.7	2.57	2.93	0.185	0.623	0.779	0.987	0.990	0.844
NorESM2-MM_BARPA	[-]	21.5	21.5	22.7	-1.15	1.47	0.272	0.815	0.856	0.978	0.987	0.906
NorESM2-MM_CCAM	[-]	19.4	19.4	22.7	-3.24	3.38	0.188	0.553	0.840	0.987	0.998	0.845
NorESM2-MM_CMIP6	[-]	23.5	23.5	22.7	0.821	1.32	0.0954	0.833	0.877	0.994	0.928	0.915

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	14.2
ACCESS-CM2_BARPA	[-]	14.9	14.8	14.2	0.583	1.03	0.213	0.850	0.841	0.984	0.982	0.918
ACCESS-CM2_CCAM	[-]	14.3	14.2	14.2	0.00913	1.20	0.230	0.860	0.789	0.985	0.971	0.901
ACCESS-CM2_CMIP6	[-]	15.6	15.6	14.9	0.726	1.10	0.429	0.823	0.815	0.972	1.00	0.815
ACCESS-ESM1-5_BARPA	[-]	15.3	15.3	14.2	1.04	1.27	0.406	0.787	0.849	0.974	0.982	0.903
ACCESS-ESM1-5_CCAM	[-]	14.5	14.5	14.2	0.244	1.17	0.325	0.845	0.801	0.979	0.966	0.900
ACCESS-ESM1-5_CMIP6	[-]	16.9	16.9	14.7	2.19	2.33	0.234	0.560	0.815	0.985	0.924	0.795
CESM2_BARPA	[-]	13.6	13.6	14.2	-0.648	1.22	0.0508	0.792	0.839	0.997	0.984	0.897
CESM2_CCAM	[-]	13.2	13.2	14.2	-1.07	1.61	0.0440	0.729	0.824	0.997	0.961	0.877
CMCC-ESM2_BARPA	[-]	14.3	14.3	14.2	0.0586	0.857	0.0535	0.878	0.859	0.997	0.990	0.930
CMCC-ESM2_CCAM	[-]	14.2	14.1	14.2	-0.0768	0.937	0.0974	0.880	0.834	0.994	0.979	0.914
CMCC-ESM2_CMIP6	[-]	16.2	16.2	14.7	1.53	1.67	0.426	0.667	0.839	0.966	0.999	0.853
CNRM-ESM2-1_CCAM	[-]	13.8	13.7	14.2	-0.499	1.13	0.831	0.833	0.826	0.946	0.955	0.883
CNRM-ESM2-1_CMIP6	[-]	15.5	15.5	14.0	1.48	1.56	0.648	0.653	0.881	0.958	0.929	0.810
EC-Earth3_BARPA	[-]	15.4	15.4	14.2	1.15	1.30	0.321	0.755	0.865	0.979	0.990	0.899
EC-Earth3_CCAM	[-]	15.3	15.3	14.2	1.05	1.42	0.133	0.772	0.804	0.991	0.967	0.881
EC-Earth3_CMIP6	[-]	15.9	15.9	14.4	1.47	1.86	0.124	0.687	0.762	0.992	0.942	0.851
ERA5_BARPA	[-]	14.4	14.4	14.2	0.142	0.642	0.0409	0.897	0.903	0.997	0.993	0.947
ERA5_CCAM	[-]	14.2	14.2	14.2	-0.0360	0.787	0.0711	0.869	0.888	0.995	0.969	0.929
MPI-ESM1-2-HR_BARPA	[-]	14.5	14.4	14.2	0.224	1.18	0.283	0.818	0.817	0.982	0.959	0.898
MPI-ESM1-2-HR_CMIP6	[-]	15.9	15.9	14.1	1.74	2.37	0.197	0.656	0.703	0.987	0.861	0.793
NorESM2-MM_BARPA	[-]	13.8	13.7	14.2	-0.497	0.935	0.429	0.840	0.869	0.972	0.995	0.914
NorESM2-MM_CCAM	[-]	12.8	12.8	14.2	-1.46	1.75	0.449	0.686	0.831	0.971	0.974	0.859
NorESM2-MM_CMIP6	[-]	15.2	15.2	14.7	0.537	1.03	0.798	0.836	0.840	0.949	0.997	0.885

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.5
ACCESS-CM2_BARPA	[-]	18.1	18.1	18.5	-0.327	0.796	0.344	0.909	0.886	0.976	1.00	0.937
ACCESS-CM2_CCAM	[-]	17.5	17.5	18.5	-0.945	1.40	0.415	0.823	0.835	0.973	0.981	0.900
ACCESS-CM2_CMIP6	[-]	19.4	19.4	18.5	0.906	1.40	0.404	0.813	0.794	0.974	0.999	0.863
ACCESS-ESM1-5_BARPA	[-]	18.5	18.5	18.5	0.0465	0.759	0.321	0.927	0.876	0.979	0.999	0.937
ACCESS-ESM1-5_CCAM	[-]	17.5	17.5	18.5	-0.917	1.51	0.298	0.813	0.818	0.980	0.999	0.900
ACCESS-ESM1-5_CMIP6	[-]	19.7	19.7	18.4	1.28	1.76	0.247	0.760	0.789	0.984	0.994	0.812
CESM2_BARPA	[-]	16.7	16.8	18.5	-1.68	1.82	0.321	0.702	0.871	0.979	0.989	0.887
CESM2_CCAM	[-]	16.2	16.3	18.5	-2.19	2.26	0.331	0.635	0.904	0.978	0.996	0.885
CMCC-ESM2_BARPA	[-]	17.3	17.4	18.5	-1.11	1.33	0.282	0.790	0.875	0.981	0.988	0.907
CMCC-ESM2_CCAM	[-]	17.2	17.2	18.5	-1.26	1.62	0.244	0.757	0.863	0.984	0.998	0.899
CMCC-ESM2_CMIP6	[-]	19.3	19.3	18.3	1.03	1.33	0.268	0.812	0.851	0.980	0.967	0.897
CNRM-ESM2-1_CCAM	[-]	16.6	16.7	18.5	-1.78	2.11	0.449	0.694	0.852	0.971	0.996	0.868
CNRM-ESM2-1_CMIP6	[-]	19.4	19.4	18.6	0.817	1.38	0.356	0.820	0.812	0.977	0.991	0.881
EC-Earth3_BARPA	[-]	18.8	18.9	18.5	0.426	0.842	0.487	0.893	0.882	0.969	0.993	0.928
EC-Earth3_CCAM	[-]	18.9	19.0	18.5	0.488	1.18	0.192	0.852	0.839	0.988	0.990	0.907
EC-Earth3_CMIP6	[-]	19.6	19.6	18.5	1.11	1.78	0.236	0.771	0.766	0.985	0.993	0.858
ERA5_BARPA	[-]	17.6	17.6	18.5	-0.850	0.993	0.209	0.840	0.915	0.987	0.999	0.936
ERA5_CCAM	[-]	17.5	17.5	18.5	-0.960	1.31	0.207	0.799	0.900	0.987	0.999	0.917
MPI-ESM1-2-HR_BARPA	[-]	17.5	17.6	18.5	-0.862	1.11	0.233	0.816	0.900	0.984	0.986	0.926
MPI-ESM1-2-HR_CMIP6	[-]	20.1	20.1	18.5	1.65	2.13	0.223	0.714	0.762	0.986	0.955	0.848
NorESM2-MM_BARPA	[-]	16.8	16.9	18.5	-1.59	1.70	0.308	0.720	0.893	0.980	0.999	0.899
NorESM2-MM_CCAM	[-]	15.7	15.8	18.5	-2.71	2.83	0.317	0.569	0.873	0.979	0.999	0.860
NorESM2-MM_CMIP6	[-]	18.3	18.3	18.3	0.0374	0.947	0.445	0.909	0.843	0.968	0.999	0.910

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.8
ACCESS-CM2_BARPA	[-]	23.3	23.5	23.8	-0.353	0.986	1.57	0.784	0.622	0.828	0.998	0.787
ACCESS-CM2_CCAM	[-]	23.1	23.2	23.8	-0.659	0.977	1.04	0.682	0.730	0.913	1.00	0.820
ACCESS-CM2_CMIP6	[-]	25.6	25.6	24.2	1.45	1.70	1.22	0.458	0.615	0.896	0.999	0.728
ACCESS-ESM1-5_BARPA	[-]	23.9	24.0	23.8	0.175	0.930	1.64	0.828	0.628	0.814	0.999	0.796
ACCESS-ESM1-5_CCAM	[-]	24.3	24.3	23.8	0.506	0.879	1.19	0.755	0.714	0.886	0.997	0.824
ACCESS-ESM1-5_CMIP6	[-]	26.7	26.7	25.0	1.75	1.92	1.03	0.328	0.604	0.930	0.998	0.703
CESM2_BARPA	[-]	23.5	23.6	23.8	-0.230	0.908	1.33	0.779	0.652	0.857	0.996	0.802
CESM2_CCAM	[-]	23.4	23.5	23.8	-0.332	0.833	1.01	0.732	0.739	0.907	0.998	0.832
CMCC-ESM2_BARPA	[-]	23.2	23.3	23.8	-0.478	0.943	0.941	0.762	0.656	0.922	0.999	0.815
CMCC-ESM2_CCAM	[-]	22.8	22.9	23.8	-0.909	1.07	1.10	0.603	0.818	0.880	0.995	0.824
CMCC-ESM2_CMIP6	[-]	25.9	25.9	24.3	1.64	1.73	0.557	0.413	0.760	0.951	0.977	0.774
CNRM-ESM2-1_CCAM	[-]	20.6	20.7	23.8	-3.17	3.21	0.834	0.189	0.749	0.933	0.999	0.721
CNRM-ESM2-1_CMIP6	[-]	24.1	24.1	25.0	-0.889	1.35	0.853	0.586	0.557	0.943	0.761	0.695
EC-Earth3_BARPA	[-]	22.5	22.7	23.8	-1.15	1.68	0.716	0.545	0.517	0.952	1.00	0.727
EC-Earth3_CCAM	[-]	22.5	22.5	23.8	-1.30	1.45	0.717	0.507	0.758	0.951	0.995	0.798
EC-Earth3_CMIP6	[-]	22.6	22.6	23.9	-1.29	1.38	0.325	0.491	0.779	0.978	0.995	0.807
ERA5_BARPA	[-]	23.1	23.3	23.8	-0.574	0.741	0.815	0.733	0.807	0.934	1.00	0.861
ERA5_CCAM	[-]	22.9	23.0	23.8	-0.857	1.01	0.478	0.622	0.820	0.959	0.995	0.846
MPI-ESM1-2-HR_BARPA	[-]	22.7	22.8	23.8	-1.02	1.45	1.54	0.591	0.576	0.833	0.992	0.729
MPI-ESM1-2-HR_CMIP6	[-]	25.1	25.1	24.4	0.736	1.27	0.882	0.665	0.596	0.934	0.944	0.764
NorESM2-MM_BARPA	[-]	23.7	23.8	23.8	-0.00947	0.623	0.869	0.818	0.767	0.925	0.998	0.865
NorESM2-MM_CCAM	[-]	22.4	22.4	23.8	-1.39	1.47	0.888	0.471	0.781	0.922	0.995	0.791
NorESM2-MM_CMIP6	[-]	25.7	25.7	24.3	1.44	1.51	0.464	0.439	0.784	0.969	0.918	0.778

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model Period Mean (complement) [degC]	Benchmark Period Mean (complement) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.8
ACCESS-CM2_BARPA	[-]	22.7	22.7	21.9		17.8	0.774	1.11	0.865	0.501	0.675	0.898	0.997	0.749
ACCESS-CM2_CCAM	[-]	22.4	22.4	22.1		15.2	0.216	0.894	0.862	0.595	0.708	0.901	0.997	0.782
ACCESS-CM2_CMIP6	[-]	23.2	23.2	22.1	23.8		1.06	1.24	0.815	0.451	0.671	0.906	0.997	0.739
ACCESS-ESM1-5_BARPA	[-]	23.0	23.0	21.9		17.8	1.11	1.30	0.939	0.422	0.683	0.887	0.997	0.734
ACCESS-ESM1-5_CCAM	[-]	22.8	22.8	22.1		15.2	0.627	1.02	0.864	0.517	0.721	0.903	0.997	0.772
ACCESS-ESM1-5_CMIP6	[-]	23.5	23.4	21.9	26.5		1.41	1.53	0.854	0.375	0.678	0.900	0.998	0.726
CESM2_BARPA	[-]	22.4	22.4	21.9		17.8	0.460	1.36	0.919	0.434	0.682	0.885	0.979	0.732
CESM2_CCAM	[-]	22.2	22.2	22.1		15.2	0.0457	1.33	1.03	0.445	0.695	0.865	0.976	0.735
CMCC-ESM2_BARPA	[-]	22.5	22.5	21.9		17.8	0.580	1.17	1.02	0.474	0.709	0.862	0.988	0.748
CMCC-ESM2_CCAM	[-]	22.3	22.3	22.1		15.2	0.140	1.05	1.08	0.503	0.734	0.849	0.989	0.762
CMCC-ESM2_CMIP6	[-]	22.8	22.7	22.0	26.4		0.674	1.05	1.10	0.504	0.737	0.841	0.993	0.763
CNRM-ESM2-1_CCAM	[-]	20.7	20.7	22.1		15.2	-1.44	1.70	0.817	0.403	0.697	0.900	0.985	0.736
CNRM-ESM2-1_CMIP6	[-]	22.0	21.8	22.0	26.8		-0.112	0.792	0.774	0.636	0.679	0.902	0.997	0.779
EC-Earth3_BARPA	[-]	23.0	23.0	21.9		17.8	1.08	1.43	0.896	0.414	0.642	0.885	0.990	0.714
EC-Earth3_CCAM	[-]	22.8	22.8	22.1		15.2	0.646	1.20	0.805	0.476	0.696	0.900	0.987	0.751
EC-Earth3_CMIP6	[-]	22.5	22.5	22.1	25.7		0.384	1.02	0.920	0.614	0.695	0.875	0.972	0.770
ERA5_BARPA	[-]	22.3	22.3	21.9		17.8	0.341	0.695	0.557	0.600	0.836	0.933	0.995	0.840
ERA5_CCAM	[-]	22.0	22.0	22.1		15.2	-0.163	0.577	0.603	0.689	0.852	0.924	0.997	0.863
MPI-ESM1-2-HR_BARPA	[-]	22.1	22.1	21.9		17.8	0.152	1.11	0.965	0.511	0.661	0.870	0.987	0.738
MPI-ESM1-2-HR_CMIP6	[-]	22.9	22.7	21.9	26.7		0.802	1.38	0.959	0.436	0.693	0.870	0.983	0.735
NorESM2-MM_BARPA	[-]	22.5	22.5	21.9		17.8	0.618	1.17	0.873	0.472	0.736	0.893	0.991	0.766
NorESM2-MM_CCAM	[-]	20.6	20.6	22.1		15.2	-1.58	1.69	1.19	0.343	0.693	0.854	0.995	0.715
NorESM2-MM_CMIP6	[-]	22.7	22.6	22.0	25.9		0.533	0.863	0.869	0.562	0.768	0.894	0.996	0.797

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model Period Mean (complement) [degC]	Benchmark Period Mean (complement) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.6
ACCESS-CM2_BARPA	[-]	28.0	28.0	26.6		27.3	1.39	1.56	1.64	0.201	0.554	0.781	0.973	0.613
ACCESS-CM2_CCAM	[-]	27.3	27.3	26.6		27.3	0.694	1.02	1.50	0.337	0.609	0.811	0.951	0.663
ACCESS-CM2_CMIP6	[-]	28.2	28.2	26.6			1.59	1.71	1.57	0.151	0.548	0.797	0.999	0.609
ACCESS-ESM1-5_BARPA	[-]	28.1	28.1	26.6		27.3	1.55	1.67	1.80	0.164	0.561	0.745	0.981	0.602
ACCESS-ESM1-5_CCAM	[-]	27.6	27.6	26.6		27.3	1.04	1.19	1.58	0.271	0.634	0.796	0.976	0.662
ACCESS-ESM1-5_CMIP6	[-]	28.5	28.5	26.6	28.8		1.93	1.99	1.72	0.105	0.556	0.764	0.890	0.574
CESM2_BARPA	[-]	28.1	28.1	26.6		27.3	1.54	1.72	1.58	0.199	0.507	0.787	0.966	0.593
CESM2_CCAM	[-]	27.6	27.6	26.6		27.3	0.994	1.27	1.90	0.289	0.548	0.725	0.935	0.609
CMCC-ESM2_BARPA	[-]	28.0	28.0	26.6		27.3	1.41	1.58	1.70	0.200	0.554	0.746	0.970	0.605
CMCC-ESM2_CCAM	[-]	27.3	27.3	26.6		27.3	0.765	1.11	1.80	0.301	0.627	0.725	0.935	0.643
CMCC-ESM2_CMIP6	[-]	27.7	27.6	26.6	28.4		1.06	1.20	1.75	0.269	0.639	0.727	0.999	0.654
CNRM-ESM2-1_CCAM	[-]	24.8	24.8	26.6		27.3	-1.79	1.83	1.51	0.124	0.661	0.781	0.966	0.639
CNRM-ESM2-1_CMIP6	[-]	26.2	26.2	26.6	26.8		-0.366	0.620	1.47	0.555	0.606	0.791	0.990	0.710
EC-Earth3_BARPA	[-]	27.4	27.4	26.6		27.3	0.820	1.17	1.67	0.334	0.503	0.756	0.966	0.612
EC-Earth3_CCAM	[-]	26.8	26.8	26.6		27.3	0.257	0.828	1.43	0.436	0.605	0.800	0.946	0.678
EC-Earth3_CMIP6	[-]	26.1	26.1	26.6	26.8		-0.450	0.652	1.65	0.585	0.628	0.748	0.977	0.713
ERA5_BARPA	[-]	27.4	27.4	26.6		27.3	0.850	1.02	1.05	0.300	0.711	0.861	0.973	0.711
ERA5_CCAM	[-]	26.7	26.7	26.6		27.3	0.110	0.564	1.18	0.536	0.753	0.835	0.963	0.768
MPI-ESM1-2-HR_BARPA	[-]	27.5	27.5	26.6		27.3	0.932	1.24	1.67	0.303	0.469	0.754	0.975	0.594
MPI-ESM1-2-HR_CMIP6	[-]	27.7	27.6	26.6	28.2		1.08	1.31	1.71	0.227	0.595	0.741	0.966	0.625
NorESM2-MM_BARPA	[-]	28.1	28.1	26.6		27.3	1.49	1.58	1.51	0.176	0.633	0.787	0.973	0.640
NorESM2-MM_CCAM	[-]	25.7	25.7	26.6		27.3	-0.911	1.01	1.69	0.310	0.623	0.766	1.00	0.664
NorESM2-MM_CMIP6	[-]	27.4	27.4	26.6	27.8		0.845	0.938	1.43	0.329	0.698	0.808	0.998	0.706

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.4
ACCESS-CM2_BARPA	[-]	18.8	18.8	18.4	0.362	0.692	0.120	0.922	0.892	0.992	0.994	0.938
ACCESS-CM2_CCAM	[-]	18.2	18.2	18.4	-0.224	0.759	0.0201	0.936	0.864	0.999	0.986	0.930
ACCESS-CM2_CMIP6	[-]	19.5	19.5	18.5	1.09	1.49	0.00	0.782	0.835	1.00	0.945	0.879
ACCESS-ESM1-5_BARPA	[-]	19.2	19.2	18.4	0.805	1.01	0.0291	0.839	0.883	0.998	0.993	0.919
ACCESS-ESM1-5_CCAM	[-]	18.8	18.9	18.4	0.413	0.795	0.00446	0.905	0.877	1.00	0.981	0.928
ACCESS-ESM1-5_CMIP6	[-]	20.3	20.3	18.7	1.61	1.75	0.0771	0.704	0.870	0.995	0.901	0.868
CESM2_BARPA	[-]	18.3	18.3	18.4	-0.137	0.671	0.216	0.945	0.876	0.986	0.993	0.935
CESM2_CCAM	[-]	17.9	18.0	18.4	-0.481	0.903	0.0570	0.895	0.858	0.996	0.990	0.920
CMCC-ESM2_BARPA	[-]	18.5	18.5	18.4	0.0708	0.468	0.00	0.953	0.919	1.00	0.994	0.957
CMCC-ESM2_CCAM	[-]	17.7	17.7	18.4	-0.734	0.958	0.337	0.855	0.884	0.978	0.970	0.914
CMCC-ESM2_CMIP6	[-]	20.3	20.3	18.4	1.86	1.99	0.214	0.670	0.874	0.986	0.989	0.879
CNRM-ESM2-1_CCAM	[-]	16.1	16.1	18.4	-2.35	2.46	0.659	0.601	0.864	0.958	0.945	0.846
CNRM-ESM2-1_CMIP6	[-]	19.0	19.0	18.7	0.277	1.14	0.192	0.905	0.804	0.988	0.986	0.897
EC-Earth3_BARPA	[-]	18.5	18.5	18.4	0.0304	0.681	0.339	0.934	0.880	0.977	0.985	0.931
EC-Earth3_CCAM	[-]	18.3	18.3	18.4	-0.129	0.841	0.0995	0.937	0.848	0.994	0.985	0.922
EC-Earth3_CMIP6	[-]	19.9	19.9	18.5	1.41	1.85	0.285	0.740	0.775	0.981	0.978	0.850
ERA5_BARPA	[-]	18.2	18.3	18.5	-0.202	0.463	0.00	0.941	0.929	1.00	0.994	0.959
ERA5_CCAM	[-]	17.6	17.6	18.5	-0.815	0.932	0.00	0.840	0.914	1.00	0.973	0.928
MPI-ESM1-2-HR_BARPA	[-]	18.5	18.6	18.4	0.117	0.656	0.00	0.920	0.897	1.00	0.990	0.941
MPI-ESM1-2-HR_CMIP6	[-]	21.9	21.9	18.4	3.48	3.83	0.00	0.470	0.710	1.00	0.993	0.776
NorESM2-MM_BARPA	[-]	18.1	18.1	18.4	-0.314	0.749	0.0218	0.929	0.870	0.999	0.996	0.933
NorESM2-MM_CCAM	[-]	16.8	16.8	18.4	-1.60	1.71	0.00891	0.710	0.880	0.999	0.959	0.886
NorESM2-MM_CMIP6	[-]	19.8	19.8	18.4	1.31	1.58	0.0411	0.753	0.851	0.997	0.988	0.888

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	20.1
ACCESS-CM2_BARPA	[-]	19.9	20.0	20.1	-0.162	0.873	0.960	0.908	0.808	0.938	0.960	0.884
ACCESS-CM2_CCAM	[-]	19.8	19.8	20.1	-0.317	0.814	0.394	0.895	0.827	0.975	0.977	0.900
ACCESS-CM2_CMIP6	[-]	21.6	21.6	20.2	1.35	1.53	0.397	0.681	0.824	0.975	0.955	0.851
ACCESS-ESM1-5_BARPA	[-]	20.5	20.5	20.1	0.395	0.965	0.867	0.891	0.802	0.944	0.965	0.881
ACCESS-ESM1-5_CCAM	[-]	20.8	20.8	20.1	0.696	1.07	0.440	0.826	0.809	0.972	0.986	0.880
ACCESS-ESM1-5_CMIP6	[-]	21.9	21.9	20.3	1.59	1.79	0.436	0.647	0.803	0.972	0.887	0.822
CESM2_BARPA	[-]	19.8	19.8	20.1	-0.284	0.843	0.948	0.900	0.820	0.939	0.987	0.893
CESM2_CCAM	[-]	19.7	19.7	20.1	-0.432	0.768	0.140	0.878	0.851	0.991	0.996	0.913
CMCC-ESM2_BARPA	[-]	19.8	19.9	20.1	-0.254	0.593	0.0991	0.898	0.893	0.994	0.964	0.928
CMCC-ESM2_CCAM	[-]	19.7	19.7	20.1	-0.399	0.637	0.362	0.887	0.887	0.977	0.994	0.926
CMCC-ESM2_CMIP6	[-]	22.2	22.2	20.1	2.15	2.20	0.229	0.568	0.884	0.985	0.924	0.849
CNRM-ESM2-1_CCAM	[-]	17.3	17.3	20.1	-2.79	2.86	0.848	0.463	0.847	0.946	0.940	0.809
CNRM-ESM2-1_CMIP6	[-]	20.0	20.0	20.4	-0.448	0.888	0.456	0.866	0.822	0.970	0.994	0.895
EC-Earth3_BARPA	[-]	19.6	19.6	20.1	-0.509	1.00	0.418	0.852	0.807	0.973	0.955	0.879
EC-Earth3_CCAM	[-]	19.5	19.6	20.1	-0.555	0.851	0.389	0.849	0.854	0.975	0.954	0.898
EC-Earth3_CMIP6	[-]	20.1	20.1	20.1	-0.0105	0.802	0.209	0.887	0.843	0.984	0.933	0.898
ERA5_BARPA	[-]	19.7	19.7	20.1	-0.424	0.592	0.00	0.880	0.918	1.00	0.970	0.937
ERA5_CCAM	[-]	19.5	19.5	20.1	-0.602	0.753	0.00	0.845	0.898	1.00	0.982	0.925
MPI-ESM1-2-HR_BARPA	[-]	19.3	19.3	20.1	-0.833	1.10	0.659	0.791	0.837	0.958	0.926	0.870
MPI-ESM1-2-HR_CMIP6	[-]	21.9	21.9	20.2	1.70	1.83	0.308	0.639	0.838	0.980	0.920	0.843
NorESM2-MM_BARPA	[-]	20.0	20.0	20.1	-0.0773	0.585	0.513	0.933	0.871	0.967	0.994	0.927
NorESM2-MM_CCAM	[-]	18.8	18.8	20.1	-1.34	1.47	0.375	0.690	0.848	0.976	0.970	0.867
NorESM2-MM_CMIP6	[-]	22.1	22.1	20.1	2.00	2.08	0.114	0.580	0.865	0.993	1.00	0.860

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.5
ACCESS-CM2_BARPA	[-]	17.8	17.8	16.5	1.33	1.48	0.00619	0.715	0.858	1.00	0.999	0.886
ACCESS-CM2_CCAM	[-]	16.9	16.9	16.5	0.402	1.00	0.00	0.861	0.830	1.00	0.986	0.902
ACCESS-CM2_CMIP6	[-]	18.6	18.6	17.3	1.31	1.51	0.00	0.692	0.832	1.00	0.811	0.833
ACCESS-ESM1-5_BARPA	[-]	18.3	18.2	16.5	1.75	1.88	0.100	0.641	0.846	0.993	1.00	0.865
ACCESS-ESM1-5_CCAM	[-]	17.5	17.5	16.5	1.01	1.24	0.0306	0.775	0.852	0.998	0.990	0.893
ACCESS-ESM1-5_CMIP6	[-]	19.1	19.1	16.1	2.94	3.03	0.00	0.475	0.833	1.00	0.586	0.745
CESM2_BARPA	[-]	17.3	17.3	16.5	0.764	1.03	0.274	0.822	0.856	0.982	0.999	0.903
CESM2_CCAM	[-]	16.6	16.6	16.5	0.122	0.982	0.402	0.876	0.818	0.974	0.995	0.896
CMCC-ESM2_BARPA	[-]	17.4	17.4	16.5	0.920	1.06	0.00	0.792	0.887	1.00	1.00	0.913
CMCC-ESM2_CCAM	[-]	16.4	16.5	16.5	-0.0466	0.720	0.336	0.885	0.881	0.978	0.993	0.924
CMCC-ESM2_CMIP6	[-]	17.5	17.5	16.5	0.957	1.25	0.224	0.749	0.875	0.986	0.995	0.896
CNRM-ESM2-1_CCAM	[-]	15.4	15.4	16.5	-1.10	1.53	0.760	0.745	0.794	0.951	0.997	0.856
CNRM-ESM2-1_CMIP6	[-]	17.3	17.3	16.3	0.958	1.19	0.387	0.786	0.845	0.975	0.962	0.883
EC-Earth3_BARPA	[-]	17.9	17.9	16.5	1.42	1.70	0.607	0.701	0.793	0.959	0.998	0.849
EC-Earth3_CCAM	[-]	17.2	17.2	16.5	0.664	1.25	0.220	0.828	0.787	0.986	0.990	0.875
EC-Earth3_CMIP6	[-]	17.8	17.8	16.6	1.16	2.03	1.13	0.732	0.668	0.901	0.995	0.793
ERA5_BARPA	[-]	17.2	17.2	16.5	0.676	0.865	0.101	0.837	0.895	0.994	0.999	0.924
ERA5_CCAM	[-]	16.3	16.4	16.5	-0.159	0.586	0.00595	0.881	0.934	1.00	0.994	0.949
MPI-ESM1-2-HR_BARPA	[-]	18.2	18.1	16.5	1.64	1.91	0.00	0.664	0.790	1.00	0.999	0.849
MPI-ESM1-2-HR_CMIP6	[-]	20.3	20.3	16.7	3.58	3.90	0.0889	0.397	0.676	0.994	0.969	0.742
NorESM2-MM_BARPA	[-]	16.9	16.9	16.5	0.424	0.842	0.00	0.871	0.864	1.00	0.999	0.920
NorESM2-MM_CCAM	[-]	15.4	15.4	16.5	-1.06	1.28	0.189	0.761	0.854	0.988	0.965	0.884
NorESM2-MM_CMIP6	[-]	17.3	17.3	16.5	0.838	1.34	0.431	0.753	0.832	0.972	0.932	0.864

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.2
ACCESS-CM2_BARPA	[-]	22.2	22.2	23.2	-0.973	1.52	1.38	0.734	0.697	0.861	0.981	0.794
ACCESS-CM2_CCAM	[-]	22.0	22.1	23.2	-1.12	1.39	0.840	0.703	0.785	0.930	0.978	0.836
ACCESS-CM2_CMIP6	[-]	24.3	24.3	23.3	0.986	1.40	0.865	0.719	0.762	0.942	0.971	0.831
ACCESS-ESM1-5_BARPA	[-]	22.8	22.8	23.2	-0.386	1.23	1.58	0.861	0.704	0.826	0.980	0.815
ACCESS-ESM1-5_CCAM	[-]	23.2	23.3	23.2	0.0606	0.930	0.515	0.878	0.782	0.958	0.992	0.878
ACCESS-ESM1-5_CMIP6	[-]	24.7	24.7	23.2	1.55	1.81	0.409	0.612	0.766	0.973	0.953	0.814
CESM2_BARPA	[-]	22.3	22.3	23.2	-0.868	1.36	0.949	0.755	0.724	0.927	0.994	0.825
CESM2_CCAM	[-]	22.3	22.4	23.2	-0.824	1.14	0.478	0.769	0.787	0.966	0.999	0.862
CMCC-ESM2_BARPA	[-]	22.2	22.2	23.2	-0.951	1.30	1.01	0.737	0.759	0.912	0.998	0.833
CMCC-ESM2_CCAM	[-]	22.0	22.1	23.2	-1.11	1.29	0.393	0.691	0.866	0.971	0.996	0.878
CMCC-ESM2_CMIP6	[-]	25.3	25.3	23.1	2.14	2.25	0.655	0.524	0.827	0.953	0.999	0.826
CNRM-ESM2-1_CCAM	[-]	19.1	19.2	23.2	-3.99	4.05	0.567	0.295	0.806	0.956	0.982	0.769
CNRM-ESM2-1_CMIP6	[-]	22.5	22.5	23.0	-0.542	1.43	0.245	0.779	0.711	0.983	0.924	0.822
EC-Earth3_BARPA	[-]	21.6	21.7	23.2	-1.51	2.05	0.885	0.622	0.646	0.940	0.994	0.770
EC-Earth3_CCAM	[-]	21.5	21.6	23.2	-1.61	1.74	0.400	0.599	0.850	0.973	0.990	0.852
EC-Earth3_CMIP6	[-]	22.4	22.4	23.1	-0.681	1.03	0.102	0.770	0.843	0.993	1.00	0.890
ERA5_BARPA	[-]	21.9	22.0	23.2	-1.22	1.40	0.766	0.683	0.813	0.946	0.977	0.846
ERA5_CCAM	[-]	21.8	21.9	23.2	-1.34	1.48	0.259	0.653	0.864	0.982	0.984	0.870
MPI-ESM1-2-HR_BARPA	[-]	21.5	21.5	23.2	-1.67	2.10	1.42	0.592	0.671	0.853	0.997	0.756
MPI-ESM1-2-HR_CMIP6	[-]	25.2	25.2	23.1	2.12	2.48	0.737	0.542	0.689	0.951	0.932	0.761
NorESM2-MM_BARPA	[-]	22.4	22.5	23.2	-0.731	1.07	0.818	0.793	0.798	0.943	0.974	0.861
NorESM2-MM_CCAM	[-]	21.0	21.1	23.2	-2.12	2.21	0.538	0.520	0.830	0.963	0.955	0.819
NorESM2-MM_CMIP6	[-]	25.1	25.1	23.1	1.94	2.03	0.131	0.550	0.840	0.991	0.991	0.843

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.9
ACCESS-CM2_BARPA	[-]	24.1	24.2	24.9	-0.678	1.50	2.00	0.785	0.650	0.741	1.00	0.765
ACCESS-CM2_CCAM	[-]	23.6	23.6	24.9	-1.21	1.50	1.06	0.671	0.751	0.907	0.971	0.810
ACCESS-CM2_CMIP6	[-]	26.5	26.5	25.0	1.51	1.82	0.990	0.585	0.740	0.918	0.990	0.794
ACCESS-ESM1-5_BARPA	[-]	24.4	24.5	24.9	-0.380	1.30	1.69	0.837	0.679	0.799	1.00	0.799
ACCESS-ESM1-5_CCAM	[-]	24.6	24.7	24.9	-0.204	0.902	0.593	0.853	0.789	0.959	0.953	0.869
ACCESS-ESM1-5_CMIP6	[-]	26.8	26.8	25.0	1.79	2.00	0.748	0.541	0.763	0.939	0.812	0.764
CESM2_BARPA	[-]	24.1	24.2	24.9	-0.667	1.33	1.53	0.798	0.685	0.833	1.00	0.800
CESM2_CCAM	[-]	23.8	23.9	24.9	-0.990	1.35	0.840	0.723	0.748	0.937	0.986	0.829
CMCC-ESM2_BARPA	[-]	24.2	24.3	24.9	-0.576	1.22	1.34	0.799	0.707	0.862	0.999	0.815
CMCC-ESM2_CCAM	[-]	23.3	23.4	24.9	-1.50	1.70	0.581	0.605	0.775	0.957	0.980	0.818
CMCC-ESM2_CMIP6	[-]	26.8	26.8	24.9	1.87	2.16	1.10	0.531	0.725	0.869	0.747	0.719
CNRM-ESM2-1_CCAM	[-]	20.8	20.9	24.9	-3.95	4.01	1.27	0.260	0.783	0.866	0.999	0.738
CNRM-ESM2-1_CMIP6	[-]	25.0	25.0	25.0	0.00853	1.18	0.651	0.814	0.713	0.953	0.864	0.812
EC-Earth3_BARPA	[-]	23.5	23.5	24.9	-1.34	1.94	1.35	0.635	0.624	0.862	0.999	0.749
EC-Earth3_CCAM	[-]	22.7	22.8	24.9	-2.07	2.17	0.576	0.495	0.805	0.955	0.980	0.808
EC-Earth3_CMIP6	[-]	23.7	23.7	24.9	-1.28	1.48	0.380	0.647	0.794	0.971	0.994	0.840
ERA5_BARPA	[-]	23.6	23.7	24.9	-1.20	1.49	1.33	0.674	0.748	0.863	1.00	0.806
ERA5_CCAM	[-]	23.1	23.2	24.9	-1.71	1.80	0.658	0.562	0.834	0.945	0.967	0.829
MPI-ESM1-2-HR_BARPA	[-]	23.5	23.6	24.9	-1.28	1.84	1.30	0.647	0.643	0.867	0.991	0.758
MPI-ESM1-2-HR_CMIP6	[-]	27.2	27.2	24.9	2.32	2.52	0.586	0.465	0.722	0.957	0.996	0.772
NorESM2-MM_BARPA	[-]	24.2	24.3	24.9	-0.582	1.09	1.38	0.813	0.766	0.856	0.999	0.840
NorESM2-MM_CCAM	[-]	22.4	22.4	24.9	-2.43	2.53	0.809	0.437	0.797	0.937	0.938	0.782
NorESM2-MM_CMIP6	[-]	27.1	27.1	24.9	2.20	2.27	0.435	0.466	0.827	0.969	0.708	0.760

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	17.4
ACCESS-CM2_BARPA	[-]	18.0	18.0	17.4	0.600	0.894	0.0321	0.893	0.893	0.998	0.984	0.932
ACCESS-CM2_CCAM	[-]	17.3	17.3	17.4	-0.157	0.904	0.0631	0.936	0.864	0.996	0.981	0.928
ACCESS-CM2_CMIP6	[-]	18.6	18.6	17.3	1.34	1.82	0.00	0.771	0.820	1.00	0.994	0.881
ACCESS-ESM1-5_BARPA	[-]	18.4	18.4	17.4	0.971	1.15	0.0257	0.836	0.899	0.998	0.983	0.923
ACCESS-ESM1-5_CCAM	[-]	17.8	17.9	17.4	0.417	1.13	0.0231	0.881	0.862	0.999	0.977	0.916
ACCESS-ESM1-5_CMIP6	[-]	19.2	19.2	17.4	1.83	2.11	0.00	0.717	0.830	1.00	0.860	0.847
CESM2_BARPA	[-]	17.0	17.0	17.4	-0.438	0.889	0.0263	0.896	0.891	0.998	0.983	0.932
CESM2_CCAM	[-]	16.6	16.6	17.4	-0.864	1.19	0.0135	0.847	0.884	0.999	0.986	0.920
CMCC-ESM2_BARPA	[-]	17.4	17.5	17.4	0.0134	0.735	0.0139	0.934	0.895	0.999	0.985	0.942
CMCC-ESM2_CCAM	[-]	17.2	17.2	17.4	-0.210	1.08	0.00673	0.863	0.891	1.00	0.982	0.926
CMCC-ESM2_CMIP6	[-]	18.7	18.7	17.4	1.27	1.51	0.00	0.791	0.881	1.00	0.967	0.904
CNRM-ESM2-1_CCAM	[-]	16.5	16.6	17.4	-0.874	1.46	0.302	0.811	0.886	0.980	0.988	0.910
CNRM-ESM2-1_CMIP6	[-]	18.7	18.7	17.5	1.23	1.43	0.269	0.796	0.887	0.982	1.00	0.911
EC-Earth3_BARPA	[-]	18.1	18.1	17.4	0.688	1.00	0.118	0.880	0.885	0.992	0.978	0.924
EC-Earth3_CCAM	[-]	18.4	18.4	17.4	0.986	1.37	0.0120	0.832	0.864	0.999	0.997	0.911
EC-Earth3_CMIP6	[-]	19.2	19.2	17.3	1.92	2.16	0.0346	0.700	0.833	0.998	1.00	0.873
ERA5_BARPA	[-]	17.4	17.4	17.5	-0.0265	0.609	0.0444	0.948	0.913	0.997	0.984	0.951
ERA5_CCAM	[-]	17.4	17.4	17.5	-0.0322	0.975	0.00673	0.865	0.920	1.00	0.990	0.939
MPI-ESM1-2-HR_BARPA	[-]	17.8	17.8	17.4	0.395	0.773	0.0293	0.915	0.900	0.998	0.989	0.940
MPI-ESM1-2-HR_CMIP6	[-]	20.6	20.6	17.4	3.21	3.55	0.0179	0.558	0.759	0.999	0.999	0.815
NorESM2-MM_BARPA	[-]	16.8	16.8	17.4	-0.603	0.983	0.0438	0.882	0.884	0.997	0.979	0.925
NorESM2-MM_CCAM	[-]	16.0	16.0	17.4	-1.40	1.76	0.0481	0.765	0.875	0.997	0.960	0.895
NorESM2-MM_CMIP6	[-]	17.9	17.9	17.4	0.494	1.21	0.359	0.903	0.829	0.977	0.994	0.907

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.5
ACCESS-CM2_BARPA	[-]	23.0	23.0	23.5	-0.532	1.12	0.405	0.894	0.838	0.968	0.997	0.907
ACCESS-CM2_CCAM	[-]	21.9	22.0	23.5	-1.57	1.81	0.288	0.745	0.850	0.981	0.990	0.883
ACCESS-CM2_CMIP6	[-]	24.5	24.5	23.5	1.00	1.40	0.261	0.824	0.840	0.981	0.999	0.897
ACCESS-ESM1-5_BARPA	[-]	23.4	23.4	23.5	-0.0716	0.846	0.407	0.929	0.867	0.959	0.995	0.924
ACCESS-ESM1-5_CCAM	[-]	22.6	22.7	23.5	-0.860	1.28	0.391	0.841	0.869	0.974	0.995	0.909
ACCESS-ESM1-5_CMIP6	[-]	24.5	24.5	23.5	0.925	1.39	0.264	0.825	0.843	0.982	0.988	0.896
CESM2_BARPA	[-]	22.8	22.8	23.5	-0.689	1.08	0.354	0.873	0.863	0.967	0.999	0.913
CESM2_CCAM	[-]	21.4	21.4	23.5	-2.07	2.28	0.170	0.682	0.840	0.989	0.999	0.870
CMCC-ESM2_BARPA	[-]	23.1	23.2	23.5	-0.364	0.882	0.272	0.908	0.876	0.978	0.995	0.927
CMCC-ESM2_CCAM	[-]	21.8	21.8	23.5	-1.70	1.99	0.250	0.723	0.835	0.983	0.999	0.875
CMCC-ESM2_CMIP6	[-]	25.0	25.0	23.5	1.49	1.84	0.436	0.760	0.847	0.964	0.997	0.883
CNRM-ESM2-1_CCAM	[-]	19.4	19.4	23.5	-4.12	4.19	0.306	0.457	0.868	0.978	0.986	0.831
CNRM-ESM2-1_CMIP6	[-]	24.2	24.2	23.6	0.596	1.09	0.362	0.871	0.873	0.975	0.969	0.912
EC-Earth3_BARPA	[-]	22.9	23.0	23.5	-0.564	0.963	0.265	0.887	0.872	0.980	1.00	0.922
EC-Earth3_CCAM	[-]	22.0	22.0	23.5	-1.56	1.69	0.191	0.740	0.904	0.987	0.978	0.903
EC-Earth3_CMIP6	[-]	23.1	23.1	23.5	-0.411	1.15	0.120	0.841	0.890	0.992	0.973	0.917
ERA5_BARPA	[-]	22.6	22.6	23.5	-0.932	1.13	0.250	0.836	0.892	0.981	0.997	0.920
ERA5_CCAM	[-]	21.6	21.7	23.5	-1.87	2.02	0.144	0.699	0.882	0.990	1.00	0.890
MPI-ESM1-2-HR_BARPA	[-]	22.9	22.9	23.5	-0.648	0.942	0.311	0.873	0.894	0.972	0.998	0.926
MPI-ESM1-2-HR_CMIP6	[-]	26.3	26.3	23.5	2.83	3.16	0.281	0.582	0.766	0.980	0.996	0.818
NorESM2-MM_BARPA	[-]	22.6	22.6	23.5	-0.936	1.31	0.375	0.840	0.848	0.968	0.998	0.900
NorESM2-MM_CCAM	[-]	20.4	20.4	23.5	-3.12	3.28	0.288	0.555	0.828	0.981	1.00	0.838
NorESM2-MM_CMIP6	[-]	24.8	24.8	23.5	1.29	1.54	0.141	0.776	0.882	0.991	0.993	0.905

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.3
ACCESS-CM2_BARPA	[-]	20.9	20.9	21.3	-0.389	1.09	0.219	0.896	0.871	0.986	0.992	0.923
ACCESS-CM2_CCAM	[-]	19.7	19.7	21.3	-1.60	1.83	0.0833	0.762	0.874	0.995	0.928	0.886
ACCESS-CM2_CMIP6	[-]	22.3	22.3	21.3	1.06	1.61	0.0579	0.829	0.821	0.996	0.991	0.892
ACCESS-ESM1-5_BARPA	[-]	21.4	21.4	21.3	0.143	0.857	0.218	0.912	0.898	0.986	0.999	0.939
ACCESS-ESM1-5_CCAM	[-]	19.6	19.6	21.3	-1.70	1.85	0.0503	0.747	0.894	0.997	0.992	0.905
ACCESS-ESM1-5_CMIP6	[-]	22.2	22.2	21.3	0.935	1.52	0.140	0.847	0.819	0.991	1.00	0.895
CESM2_BARPA	[-]	20.0	20.0	21.3	-1.32	1.52	0.0563	0.796	0.887	0.996	0.991	0.911
CESM2_CCAM	[-]	18.8	18.8	21.3	-2.46	2.58	0.0643	0.654	0.884	0.996	0.949	0.873
CMCC-ESM2_BARPA	[-]	20.5	20.6	21.3	-0.738	1.16	0.0811	0.869	0.880	0.995	0.993	0.923
CMCC-ESM2_CCAM	[-]	19.3	19.3	21.3	-2.02	2.15	0.0566	0.706	0.885	0.996	0.969	0.888
CMCC-ESM2_CMIP6	[-]	22.4	22.4	21.3	1.12	1.41	0.156	0.824	0.876	0.990	0.999	0.913
CNRM-ESM2-1_CCAM	[-]	18.0	18.0	21.3	-3.31	3.39	0.185	0.569	0.891	0.988	0.809	0.830
CNRM-ESM2-1_CMIP6	[-]	22.1	22.1	21.4	0.717	1.36	0.0658	0.826	0.880	0.996	0.965	0.909
EC-Earth3_BARPA	[-]	21.3	21.3	21.3	-0.0164	0.888	0.123	0.912	0.893	0.992	0.989	0.936
EC-Earth3_CCAM	[-]	20.4	20.4	21.3	-0.865	1.15	0.0273	0.858	0.912	0.998	0.819	0.900
EC-Earth3_CMIP6	[-]	21.6	21.6	21.3	0.312	1.26	0.0384	0.860	0.863	0.998	0.846	0.886
ERA5_BARPA	[-]	20.4	20.4	21.3	-0.890	1.17	0.0610	0.853	0.900	0.996	0.995	0.929
ERA5_CCAM	[-]	19.3	19.4	21.3	-1.96	2.02	0.0153	0.716	0.922	0.999	0.942	0.900
MPI-ESM1-2-HR_BARPA	[-]	20.8	20.8	21.3	-0.465	1.02	0.0532	0.877	0.907	0.997	1.00	0.937
MPI-ESM1-2-HR_CMIP6	[-]	23.4	23.4	21.3	2.16	2.56	0.0282	0.690	0.800	0.998	0.999	0.858
NorESM2-MM_BARPA	[-]	19.8	19.8	21.3	-1.49	1.74	0.102	0.775	0.870	0.993	0.998	0.901
NorESM2-MM_CCAM	[-]	17.8	17.9	21.3	-3.43	3.55	0.0228	0.549	0.861	0.999	0.992	0.852
NorESM2-MM_CMIP6	[-]	21.3	21.3	21.3	0.0719	0.975	0.0225	0.923	0.870	0.999	0.953	0.923

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.0
ACCESS-CM2_BARPA	[-]	12.8	12.9	13.0	-0.0447	0.508	0.231	0.922	0.888	0.979	0.999	0.935
ACCESS-CM2_CCAM	[-]	12.3	12.4	13.0	-0.587	0.912	0.463	0.831	0.838	0.970	0.998	0.895
ACCESS-CM2_CMIP6	[-]	13.6	13.6	12.7	0.894	1.12	0.487	0.774	0.839	0.969	0.000628	0.684
ACCESS-ESM1-5_BARPA	[-]	13.3	13.4	13.0	0.444	0.689	0.808	0.872	0.871	0.948	1.00	0.912
ACCESS-ESM1-5_CCAM	[-]	12.5	12.6	13.0	-0.397	0.785	0.714	0.870	0.845	0.954	0.998	0.902
ACCESS-ESM1-5_CMIP6	[-]	15.7	15.7	14.6	1.14	1.18	0.00	0.653	0.880	1.00	1.00	0.882
CESM2_BARPA	[-]	11.5	11.6	13.0	-1.35	1.45	0.140	0.668	0.859	0.991	0.996	0.875
CESM2_CCAM	[-]	11.1	11.2	13.0	-1.84	1.92	0.0391	0.579	0.856	0.997	1.00	0.858
CMCC-ESM2_BARPA	[-]	12.5	12.6	13.0	-0.355	0.604	0.0977	0.881	0.895	0.994	0.987	0.930
CMCC-ESM2_CCAM	[-]	12.5	12.6	13.0	-0.366	0.887	0.195	0.833	0.852	0.988	0.936	0.892
CMCC-ESM2_CMIP6	[-]	14.9	14.9	13.5	1.47	1.64	1.48	0.618	0.788	0.850	0.913	0.791
CNRM-ESM2-1_CCAM	[-]	11.9	12.0	13.0	-0.976	1.18	0.866	0.743	0.858	0.944	0.955	0.872
CNRM-ESM2-1_CMIP6	[-]	14.8	14.8	13.8	1.01	1.14	0.983	0.721	0.874	0.937	0.0495	0.691
EC-Earth3_BARPA	[-]	13.5	13.6	13.0	0.641	0.821	0.349	0.825	0.869	0.978	0.996	0.907
EC-Earth3_CCAM	[-]	13.5	13.6	13.0	0.613	1.00	0.191	0.818	0.821	0.988	0.974	0.884
EC-Earth3_CMIP6	[-]	13.8	13.8	13.1	0.719	1.11	0.166	0.785	0.795	0.989	0.914	0.856
ERA5_BARPA	[-]	12.5	12.6	13.0	-0.392	0.555	0.0579	0.881	0.918	0.996	0.997	0.942
ERA5_CCAM	[-]	12.3	12.4	13.0	-0.579	0.736	0.0971	0.834	0.910	0.994	0.998	0.929
MPI-ESM1-2-HR_BARPA	[-]	12.3	12.4	13.0	-0.628	0.956	0.503	0.826	0.821	0.968	0.999	0.887
MPI-ESM1-2-HR_CMIP6	[-]	13.6	13.6	12.9	0.655	1.18	0.325	0.817	0.753	0.979	0.797	0.820
NorESM2-MM_BARPA	[-]	12.0	12.1	13.0	-0.849	0.973	0.752	0.783	0.885	0.952	0.991	0.899
NorESM2-MM_CCAM	[-]	10.7	10.8	13.0	-2.21	2.28	0.847	0.518	0.851	0.946	0.992	0.831
NorESM2-MM_CMIP6	[-]	14.0	14.0	13.5	0.527	0.701	0.983	0.847	0.862	0.937	0.958	0.893

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.5
ACCESS-CM2_BARPA	[-]	12.4	12.4	12.5	-0.119	0.583	0.622	0.933	0.853	0.957	0.998	0.919
ACCESS-CM2_CCAM	[-]	11.7	11.8	12.5	-0.753	0.975	0.420	0.796	0.838	0.973	1.00	0.889
ACCESS-CM2_CMIP6	[-]	13.5	13.5	13.2	0.327	0.896	0.983	0.893	0.749	0.937	1.00	0.866
ACCESS-ESM1-5_BARPA	[-]	12.8	12.8	12.5	0.291	0.615	0.795	0.911	0.856	0.949	0.998	0.914
ACCESS-ESM1-5_CCAM	[-]	11.8	11.9	12.5	-0.621	0.904	0.593	0.827	0.831	0.962	1.00	0.890
ACCESS-ESM1-5_CMIP6	[-]	14.3	14.3	12.6	1.74	1.85	0.983	0.573	0.823	0.937	0.985	0.828
CESM2_BARPA	[-]	11.1	11.2	12.5	-1.36	1.48	0.110	0.658	0.844	0.993	0.995	0.867
CESM2_CCAM	[-]	10.4	10.5	12.5	-2.00	2.05	0.157	0.542	0.876	0.990	0.999	0.857
CMCC-ESM2_BARPA	[-]	12.0	12.0	12.5	-0.499	0.687	0.157	0.858	0.880	0.990	1.00	0.921
CMCC-ESM2_CCAM	[-]	11.9	12.1	12.5	-0.477	0.801	0.283	0.858	0.849	0.982	0.993	0.906
CMCC-ESM2_CMIP6	[-]	13.9	13.9	12.5	1.38	1.56	0.333	0.652	0.797	0.979	0.938	0.833
CNRM-ESM2-1_CCAM	[-]	11.3	11.5	12.5	-1.06	1.24	0.795	0.731	0.837	0.949	0.971	0.865
CNRM-ESM2-1_CMIP6	[-]	14.4	14.4	13.1	1.25	1.33	0.653	0.661	0.885	0.958	0.874	0.853
EC-Earth3_BARPA	[-]	13.3	13.4	12.5	0.833	0.988	0.624	0.773	0.852	0.960	0.994	0.886
EC-Earth3_CCAM	[-]	13.0	13.2	12.5	0.634	1.02	0.466	0.820	0.798	0.970	0.985	0.874
EC-Earth3_CMIP6	[-]	13.5	13.5	12.6	0.817	1.13	0.492	0.764	0.802	0.968	0.999	0.867
ERA5_BARPA	[-]	12.3	12.3	12.5	-0.219	0.423	0.125	0.918	0.918	0.992	1.00	0.949
ERA5_CCAM	[-]	11.9	12.0	12.5	-0.571	0.725	0.264	0.846	0.891	0.983	0.997	0.922
MPI-ESM1-2-HR_BARPA	[-]	11.7	11.7	12.5	-0.795	1.08	0.438	0.783	0.812	0.972	0.997	0.875
MPI-ESM1-2-HR_CMIP6	[-]	12.8	12.8	12.7	0.108	1.13	0.588	0.841	0.743	0.962	0.598	0.777
NorESM2-MM_BARPA	[-]	11.6	11.6	12.5	-0.900	1.00	0.654	0.763	0.882	0.958	1.00	0.897
NorESM2-MM_CCAM	[-]	10.3	10.4	12.5	-2.18	2.25	0.795	0.512	0.849	0.949	0.998	0.831
NorESM2-MM_CMIP6	[-]	13.0	13.0	12.5	0.426	0.962	0.651	0.801	0.840	0.958	0.984	0.885

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	14.3
ACCESS-CM2_BARPA	[-]	15.8	15.6	14.3	1.21	1.60	0.0283	0.754	0.787	0.998	0.996	0.864
ACCESS-CM2_CCAM	[-]	15.2	15.0	14.3	0.676	1.44	0.0378	0.843	0.753	0.998	0.996	0.869
ACCESS-CM2_CMIP6	[-]	16.4	16.4	15.6	0.865	1.22	0.00	0.789	0.801	1.00	0.998	0.878
ACCESS-ESM1-5_BARPA	[-]	16.3	16.1	14.3	1.74	1.97	0.151	0.664	0.807	0.990	0.997	0.853
ACCESS-ESM1-5_CCAM	[-]	15.4	15.2	14.3	0.888	1.42	0.0471	0.812	0.778	0.997	0.999	0.873
ACCESS-ESM1-5_CMIP6	[-]	18.3	18.3	15.4	2.85	3.00	0.00	0.467	0.788	1.00	0.974	0.803
CESM2_BARPA	[-]	14.7	14.5	14.3	0.132	1.06	0.0189	0.882	0.813	0.999	0.991	0.900
CESM2_CCAM	[-]	14.4	14.3	14.3	-0.0644	1.27	0.0189	0.876	0.768	0.999	0.999	0.882
CMCC-ESM2_BARPA	[-]	15.2	15.0	14.3	0.670	1.10	0.0189	0.846	0.832	0.999	0.998	0.901
CMCC-ESM2_CCAM	[-]	14.6	14.4	14.3	0.0881	0.953	0.0283	0.898	0.827	0.998	0.998	0.909
CMCC-ESM2_CMIP6	[-]	17.0	17.0	14.9	2.14	2.25	0.491	0.567	0.845	0.969	0.999	0.845
CNRM-ESM2-1_CCAM	[-]	14.3	14.1	14.3	-0.248	1.11	0.803	0.879	0.807	0.947	0.983	0.884
CNRM-ESM2-1_CMIP6	[-]	16.1	16.1	14.3	1.84	1.93	0.324	0.626	0.871	0.979	0.839	0.837
EC-Earth3_BARPA	[-]	16.1	15.9	14.3	1.52	1.71	0.131	0.699	0.839	0.991	1.00	0.873
EC-Earth3_CCAM	[-]	15.7	15.5	14.3	1.17	1.57	0.00961	0.754	0.795	0.999	0.989	0.866
EC-Earth3_CMIP6	[-]	16.5	16.5	14.6	1.91	2.43	0.00	0.622	0.701	1.00	0.977	0.800
ERA5_BARPA	[-]	15.0	14.8	14.4	0.488	0.838	0.0193	0.869	0.882	0.999	0.994	0.925
ERA5_CCAM	[-]	14.6	14.5	14.4	0.113	0.767	0.00929	0.884	0.888	0.999	1.00	0.932
MPI-ESM1-2-HR_BARPA	[-]	15.8	15.6	14.3	1.25	1.66	0.0472	0.746	0.784	0.997	0.998	0.862
MPI-ESM1-2-HR_CMIP6	[-]	17.7	17.7	14.3	3.38	3.87	0.00	0.439	0.632	1.00	0.817	0.704
NorESM2-MM_BARPA	[-]	14.6	14.4	14.3	0.0294	0.889	0.192	0.896	0.841	0.988	0.999	0.913
NorESM2-MM_CCAM	[-]	13.5	13.4	14.3	-0.951	1.38	0.143	0.789	0.814	0.991	0.994	0.881
NorESM2-MM_CMIP6	[-]	15.9	15.9	14.9	1.05	1.34	0.656	0.764	0.832	0.958	0.999	0.877

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	15.9
ACCESS-CM2_BARPA	[-]	16.6	16.6	15.9	0.657	0.943	0.146	0.867	0.871	0.988	0.996	0.918
ACCESS-CM2_CCAM	[-]	16.0	16.0	15.9	0.0588	1.22	0.203	0.939	0.772	0.987	0.994	0.893
ACCESS-CM2_CMIP6	[-]	16.7	16.7	16.1	0.604	1.02	0.656	0.868	0.836	0.958	0.284	0.756
ACCESS-ESM1-5_BARPA	[-]	17.0	16.9	15.9	1.03	1.20	0.225	0.801	0.881	0.986	0.999	0.910
ACCESS-ESM1-5_CCAM	[-]	16.4	16.3	15.9	0.416	1.27	0.259	0.883	0.785	0.983	0.977	0.883
ACCESS-ESM1-5_CMIP6	[-]	17.7	17.7	15.6	2.11	2.31	0.00	0.645	0.818	1.00	0.0576	0.668
CESM2_BARPA	[-]	15.2	15.2	15.9	-0.705	1.09	0.00	0.845	0.854	1.00	1.00	0.911
CESM2_CCAM	[-]	14.8	14.7	15.9	-1.20	1.54	0.00	0.765	0.836	1.00	0.993	0.886
CMCC-ESM2_BARPA	[-]	15.9	15.8	15.9	-0.0651	0.822	0.00	0.928	0.856	1.00	1.00	0.928
CMCC-ESM2_CCAM	[-]	16.1	16.1	15.9	0.158	1.04	0.00	0.898	0.824	1.00	0.934	0.896
CMCC-ESM2_CMIP6	[-]	17.0	17.0	16.1	0.883	1.06	0.00	0.816	0.876	1.00	0.999	0.913
CNRM-ESM2-1_CCAM	[-]	15.8	15.8	15.9	-0.155	1.06	0.870	0.898	0.823	0.944	0.889	0.875
CNRM-ESM2-1_CMIP6	[-]	17.9	17.9	16.0	1.92	1.95	0.983	0.582	0.911	0.937	1.00	0.868
EC-Earth3_BARPA	[-]	17.1	17.1	15.9	1.19	1.29	0.326	0.771	0.903	0.979	0.997	0.911
EC-Earth3_CCAM	[-]	17.4	17.3	15.9	1.43	1.73	0.0225	0.736	0.811	0.999	0.897	0.851
EC-Earth3_CMIP6	[-]	17.7	17.7	15.9	1.80	2.09	0.00	0.659	0.782	1.00	0.972	0.839
ERA5_BARPA	[-]	16.2	16.2	15.9	0.269	0.603	0.00	0.924	0.908	1.00	0.995	0.947
ERA5_CCAM	[-]	16.4	16.4	15.9	0.450	0.881	0.00	0.886	0.875	1.00	0.906	0.908
MPI-ESM1-2-HR_BARPA	[-]	16.1	16.1	15.9	0.160	0.808	0.338	0.922	0.859	0.978	0.994	0.922
MPI-ESM1-2-HR_CMIP6	[-]	17.9	17.9	16.0	1.88	2.39	0.00	0.656	0.723	1.00	0.992	0.819
NorESM2-MM_BARPA	[-]	15.3	15.2	15.9	-0.660	0.924	0.383	0.855	0.886	0.975	1.00	0.920
NorESM2-MM_CCAM	[-]	14.8	14.7	15.9	-1.18	1.55	0.361	0.773	0.827	0.977	0.966	0.874
NorESM2-MM_CMIP6	[-]	16.1	16.1	16.1	-0.0210	0.810	0.983	0.941	0.842	0.937	0.667	0.846

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	19.1
ACCESS-CM2_BARPA	[-]	19.2	19.2	19.1	0.0968	0.868	0.317	0.936	0.864	0.980	0.975	0.924
ACCESS-CM2_CCAM	[-]	18.7	18.7	19.1	-0.394	1.20	0.290	0.898	0.824	0.981	0.996	0.905
ACCESS-CM2_CMIP6	[-]	20.2	20.2	19.1	1.08	1.50	0.243	0.788	0.796	0.984	0.691	0.811
ACCESS-ESM1-5_BARPA	[-]	19.5	19.5	19.1	0.410	0.901	0.133	0.909	0.881	0.991	0.956	0.924
ACCESS-ESM1-5_CCAM	[-]	18.9	19.0	19.1	-0.117	1.17	0.138	0.876	0.847	0.991	0.996	0.912
ACCESS-ESM1-5_CMIP6	[-]	20.1	20.1	18.3	1.83	2.18	0.00	0.709	0.799	1.00	0.202	0.702
CESM2_BARPA	[-]	17.8	17.8	19.1	-1.31	1.54	0.124	0.779	0.859	0.992	0.963	0.890
CESM2_CCAM	[-]	17.4	17.5	19.1	-1.62	1.75	0.00	0.735	0.894	1.00	0.994	0.903
CMCC-ESM2_BARPA	[-]	18.3	18.3	19.1	-0.814	1.27	0.0477	0.855	0.837	0.997	0.962	0.898
CMCC-ESM2_CCAM	[-]	18.7	18.7	19.1	-0.403	1.29	0.0130	0.841	0.857	0.999	0.957	0.902
CMCC-ESM2_CMIP6	[-]	20.5	20.5	18.8	1.75	1.89	0.00	0.723	0.876	1.00	0.966	0.888
CNRM-ESM2-1_CCAM	[-]	18.4	18.5	19.1	-0.628	1.41	0.843	0.822	0.863	0.946	0.933	0.885
CNRM-ESM2-1_CMIP6	[-]	20.7	20.7	19.2	1.49	1.62	0.403	0.751	0.887	0.973	0.886	0.877
EC-Earth3_BARPA	[-]	19.4	19.4	19.1	0.272	0.950	0.223	0.919	0.862	0.985	0.958	0.917
EC-Earth3_CCAM	[-]	20.1	20.1	19.1	1.01	1.30	0.0390	0.831	0.882	0.997	0.952	0.909
EC-Earth3_CMIP6	[-]	20.7	20.7	19.0	1.78	2.02	0.00	0.701	0.830	1.00	0.871	0.846
ERA5_BARPA	[-]	18.7	18.7	19.1	-0.426	0.744	0.0130	0.916	0.901	0.999	0.978	0.939
ERA5_CCAM	[-]	19.1	19.1	19.1	-0.0246	1.01	0.00651	0.864	0.905	1.00	0.947	0.924
MPI-ESM1-2-HR_BARPA	[-]	19.2	19.2	19.1	0.0797	0.691	0.0130	0.928	0.904	0.999	0.957	0.938
MPI-ESM1-2-HR_CMIP6	[-]	21.7	21.7	19.1	2.62	2.89	0.00	0.603	0.792	1.00	0.991	0.835
NorESM2-MM_BARPA	[-]	17.7	17.8	19.1	-1.32	1.60	0.0554	0.777	0.848	0.996	0.991	0.892
NorESM2-MM_CCAM	[-]	17.1	17.1	19.1	-1.98	2.27	0.291	0.689	0.841	0.981	0.989	0.868
NorESM2-MM_CMIP6	[-]	18.9	18.9	18.8	0.113	1.35	0.701	0.896	0.795	0.955	0.878	0.864

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.3
ACCESS-CM2_BARPA	[-]	17.8	17.9	18.3	-0.442	0.777	0.351	0.901	0.893	0.975	0.995	0.931
ACCESS-CM2_CCAM	[-]	17.2	17.2	18.3	-1.09	1.45	0.449	0.803	0.837	0.970	0.943	0.878
ACCESS-CM2_CMIP6	[-]	19.2	19.2	18.4	0.853	1.37	0.453	0.820	0.794	0.971	1.00	0.876
ACCESS-ESM1-5_BARPA	[-]	18.2	18.2	18.3	-0.0520	0.721	0.372	0.932	0.875	0.976	0.999	0.931
ACCESS-ESM1-5_CCAM	[-]	17.1	17.2	18.3	-1.13	1.60	0.342	0.795	0.811	0.977	0.974	0.874
ACCESS-ESM1-5_CMIP6	[-]	19.6	19.6	18.4	1.15	1.66	0.303	0.771	0.787	0.981	0.985	0.862
CESM2_BARPA	[-]	16.4	16.5	18.3	-1.77	1.89	0.375	0.682	0.875	0.976	0.995	0.880
CESM2_CCAM	[-]	15.9	16.0	18.3	-2.35	2.40	0.420	0.607	0.906	0.972	0.981	0.875
CMCC-ESM2_BARPA	[-]	17.0	17.1	18.3	-1.20	1.35	0.346	0.772	0.885	0.976	0.993	0.902
CMCC-ESM2_CCAM	[-]	16.8	16.8	18.3	-1.50	1.71	0.306	0.734	0.865	0.980	0.990	0.887
CMCC-ESM2_CMIP6	[-]	19.0	19.0	18.2	0.835	1.18	0.339	0.836	0.845	0.974	0.980	0.896
CNRM-ESM2-1_CCAM	[-]	16.2	16.2	18.3	-2.10	2.30	0.343	0.660	0.850	0.978	0.872	0.842
CNRM-ESM2-1_CMIP6	[-]	19.0	19.0	18.4	0.651	1.32	0.344	0.837	0.794	0.978	0.937	0.868
EC-Earth3_BARPA	[-]	18.7	18.8	18.3	0.467	0.813	0.558	0.886	0.887	0.964	0.989	0.923
EC-Earth3_CCAM	[-]	18.6	18.6	18.3	0.346	1.15	0.233	0.857	0.827	0.985	0.951	0.890
EC-Earth3_CMIP6	[-]	19.2	19.2	18.3	0.916	1.71	0.304	0.791	0.748	0.981	0.949	0.843
ERA5_BARPA	[-]	17.3	17.4	18.3	-0.964	1.06	0.262	0.819	0.919	0.983	0.991	0.926
ERA5_CCAM	[-]	17.1	17.1	18.3	-1.21	1.39	0.261	0.782	0.899	0.983	0.960	0.905
MPI-ESM1-2-HR_BARPA	[-]	17.1	17.2	18.3	-1.12	1.23	0.293	0.786	0.899	0.980	1.00	0.913
MPI-ESM1-2-HR_CMIP6	[-]	19.7	19.7	18.3	1.41	1.94	0.279	0.742	0.754	0.982	0.981	0.843
NorESM2-MM_BARPA	[-]	16.6	16.6	18.3	-1.67	1.73	0.376	0.705	0.906	0.976	0.996	0.898
NorESM2-MM_CCAM	[-]	15.4	15.4	18.3	-2.91	2.98	0.324	0.537	0.882	0.978	0.986	0.853
NorESM2-MM_CMIP6	[-]	18.2	18.2	18.2	0.0173	0.842	0.378	0.913	0.856	0.972	0.998	0.919

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.8
ACCESS-CM2_BARPA	[-]	23.3	23.5	23.8	-0.353	0.986	1.57	0.784	0.622	0.828	0.998	0.771
ACCESS-CM2_CCAM	[-]	23.1	23.2	23.8	-0.659	0.977	1.04	0.682	0.730	0.913	1.00	0.811
ACCESS-CM2_CMIP6	[-]	25.6	25.6	24.2	1.45	1.70	1.22	0.458	0.615	0.896	0.999	0.716
ACCESS-ESM1-5_BARPA	[-]	23.9	24.0	23.8	0.175	0.930	1.64	0.828	0.628	0.814	0.999	0.779
ACCESS-ESM1-5_CCAM	[-]	24.3	24.3	23.8	0.506	0.879	1.19	0.755	0.714	0.886	0.997	0.813
ACCESS-ESM1-5_CMIP6	[-]	26.7	26.7	25.0	1.75	1.92	1.03	0.328	0.604	0.930	0.998	0.693
CESM2_BARPA	[-]	23.5	23.6	23.8	-0.230	0.908	1.33	0.779	0.652	0.857	0.996	0.787
CESM2_CCAM	[-]	23.4	23.5	23.8	-0.332	0.833	1.01	0.732	0.739	0.907	0.998	0.823
CMCC-ESM2_BARPA	[-]	23.2	23.3	23.8	-0.478	0.943	0.941	0.762	0.656	0.922	0.999	0.799
CMCC-ESM2_CCAM	[-]	22.8	22.9	23.8	-0.909	1.07	1.10	0.603	0.818	0.880	0.995	0.823
CMCC-ESM2_CMIP6	[-]	25.9	25.9	24.3	1.64	1.73	0.557	0.413	0.760	0.951	0.977	0.772
CNRM-ESM2-1_CCAM	[-]	20.6	20.7	23.8	-3.17	3.21	0.834	0.189	0.749	0.933	0.999	0.724
CNRM-ESM2-1_CMIP6	[-]	24.1	24.1	25.0	-0.889	1.35	0.853	0.586	0.557	0.943	0.761	0.681
EC-Earth3_BARPA	[-]	22.5	22.7	23.8	-1.15	1.68	0.716	0.545	0.517	0.952	1.00	0.706
EC-Earth3_CCAM	[-]	22.5	22.5	23.8	-1.30	1.45	0.717	0.507	0.758	0.951	0.995	0.794
EC-Earth3_CMIP6	[-]	22.6	22.6	23.9	-1.29	1.38	0.325	0.491	0.779	0.978	0.995	0.804
ERA5_BARPA	[-]	23.1	23.3	23.8	-0.574	0.741	0.815	0.733	0.807	0.934	1.00	0.856
ERA5_CCAM	[-]	22.9	23.0	23.8	-0.857	1.01	0.478	0.622	0.820	0.959	0.995	0.843
MPI-ESM1-2-HR_BARPA	[-]	22.7	22.8	23.8	-1.02	1.45	1.54	0.591	0.576	0.833	0.992	0.714
MPI-ESM1-2-HR_CMIP6	[-]	25.1	25.1	24.4	0.736	1.27	0.882	0.665	0.596	0.934	0.944	0.747
NorESM2-MM_BARPA	[-]	23.7	23.8	23.8	-0.00947	0.623	0.869	0.818	0.767	0.925	0.998	0.855
NorESM2-MM_CCAM	[-]	22.4	22.4	23.8	-1.39	1.47	0.888	0.471	0.781	0.922	0.995	0.790
NorESM2-MM_CMIP6	[-]	25.7	25.7	24.3	1.44	1.51	0.464	0.439	0.784	0.969	0.918	0.779

Temporally integrated period mean

BENCHMARK MEAN Data not available

MODEL MEAN Data not available

BIAS

BIAS SCORE Data not available

RMSE

RMSE SCORE Data not available

BENCHMARK MAX MONTH Data not available

MODEL MAX MONTH Data not available

DIFFERENCE IN MAX MONTH Data not available

SEASONAL CYCLE SCORE Data not available

SPATIAL TAYLOR DIAGRAM Data not available

MODEL COLORS Data not available

Spatially integrated regional mean

MODEL COLORS Data not available

REGIONAL MEAN Data not available

ANNUAL CYCLE Data not available

MONTHLY ANOMALY Data not available

ANNUAL CYCLE Data not available

Data Information

Mean State
All Models
Data Information

Title:: ERA5 single-levels reanalysis 2m_temperature 19790101-19790131

History:: Tue May 14 23:03:14 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1979-01-01 --end_date 2021-12-31 --input_files /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790101-19790131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790201-19790228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790301-19790331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790401-19790430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790501-19790531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790601-19790630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790701-19790731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790801-19790831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790901-19790930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791001-19791031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791101-19791130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791201-19791231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800101-19800131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800201-19800229.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800301-19800331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800401-19800430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800501-19800531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800601-19800630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800701-19800731.nc 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References:: ATBD of the ECA&D indices calculation (https://knmi-ecad-assets-prd.s3.amazonaws.com/documents/atbd.pdf)

Conventions:: CF-1.6

License:: Licence to use Copernicus Products: https://apps.ecmwf.int/datasets/licences/copernicus/

Summary:: ERA5 is the fifth generation ECMWF atmospheric reanalysis of the global climate. This file is part of the ERA5 replica hosted at NCI Australia. For more information please see http://dx.doi.org/10.25914/5f48874388857

Icclim_version:: 6.5.0

Project_id:: indices

Frequency:: climdex

Variable_id:: TNx

Mean State

Temporally integrated period mean

Spatially integrated regional mean

All Models

Data Information