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	[-]	28.3
ACCESS-CM2_BARPA	[-]	28.9	28.8	28.3	0.534	1.26	0.404	0.871	0.805	0.971	0.998	0.890
ACCESS-CM2_CCAM	[-]	28.9	28.9	28.3	0.538	1.52	0.289	0.864	0.765	0.979	0.990	0.873
ACCESS-CM2_CMIP6	[-]	27.7	27.7	28.1	-0.448	1.41	0.357	0.868	0.773	0.972	0.999	0.877
ACCESS-ESM1-5_BARPA	[-]	29.9	29.9	28.3	1.56	1.83	0.325	0.724	0.829	0.976	0.999	0.871
ACCESS-ESM1-5_CCAM	[-]	29.3	29.3	28.3	1.00	1.54	0.369	0.809	0.792	0.973	0.998	0.873
ACCESS-ESM1-5_CMIP6	[-]	28.2	28.2	28.3	-0.0538	1.34	0.509	0.861	0.793	0.965	0.995	0.882
CESM2_BARPA	[-]	28.7	28.6	28.3	0.326	1.38	0.418	0.833	0.808	0.958	0.974	0.876
CESM2_CCAM	[-]	29.0	29.0	28.3	0.698	1.37	0.345	0.842	0.796	0.975	0.999	0.882
CMCC-ESM2_BARPA	[-]	29.2	29.2	28.3	0.846	1.67	0.479	0.806	0.772	0.942	0.980	0.855
CMCC-ESM2_CCAM	[-]	28.2	28.1	28.3	-0.172	1.09	0.293	0.895	0.829	0.977	0.997	0.905
CMCC-ESM2_CMIP6	[-]	27.5	27.5	28.3	-0.750	1.38	0.590	0.827	0.817	0.936	0.994	0.878
CNRM-ESM2-1_CCAM	[-]	27.3	27.3	28.3	-1.06	1.70	0.590	0.751	0.832	0.959	0.952	0.865
CNRM-ESM2-1_CMIP6	[-]	28.8	28.8	28.2	0.564	1.21	0.512	0.839	0.844	0.966	0.991	0.897
EC-Earth3_BARPA	[-]	30.2	30.1	28.3	1.83	2.02	0.231	0.700	0.851	0.980	0.997	0.876
EC-Earth3_CCAM	[-]	29.8	29.8	28.3	1.46	2.06	0.283	0.716	0.839	0.976	0.936	0.861
EC-Earth3_CMIP6	[-]	29.3	29.3	28.3	1.02	1.86	0.414	0.749	0.813	0.966	0.951	0.858
ERA5_BARPA	[-]	28.6	28.6	28.3	0.303	0.868	0.265	0.898	0.871	0.974	0.996	0.922
ERA5_CCAM	[-]	28.5	28.5	28.3	0.179	0.831	0.201	0.880	0.888	0.983	0.991	0.926
MPI-ESM1-2-HR_BARPA	[-]	29.3	29.3	28.3	0.975	1.44	0.378	0.800	0.822	0.973	0.993	0.882
MPI-ESM1-2-HR_CMIP6	[-]	29.3	29.3	28.3	1.03	1.55	0.430	0.797	0.801	0.970	0.998	0.874
NorESM2-MM_BARPA	[-]	27.9	27.9	28.3	-0.428	1.68	0.387	0.840	0.764	0.966	0.991	0.865
NorESM2-MM_CCAM	[-]	26.2	26.1	28.3	-2.17	2.41	0.369	0.644	0.828	0.974	0.991	0.853
NorESM2-MM_CMIP6	[-]	26.8	26.8	28.3	-1.44	1.71	0.303	0.741	0.855	0.979	1.00	0.886

	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	[-]	25.0	25.1	24.9	0.176	1.17	0.00	0.943	0.817	1.00	0.995	0.925
ACCESS-CM2_CCAM	[-]	25.3	25.3	24.9	0.410	1.47	0.00	0.918	0.780	1.00	1.00	0.908
ACCESS-CM2_CMIP6	[-]	23.9	23.9	24.8	-0.854	1.56	0.00	0.853	0.804	1.00	0.961	0.893
ACCESS-ESM1-5_BARPA	[-]	26.1	26.1	24.9	1.23	1.60	0.0755	0.801	0.835	0.995	0.996	0.899
ACCESS-ESM1-5_CCAM	[-]	25.7	25.7	24.9	0.848	1.33	0.0565	0.858	0.836	0.996	0.998	0.912
ACCESS-ESM1-5_CMIP6	[-]	24.8	24.8	25.0	-0.240	1.35	0.636	0.878	0.819	0.958	0.905	0.882
CESM2_BARPA	[-]	24.7	24.7	24.9	-0.179	1.22	0.0132	0.951	0.809	0.999	0.989	0.923
CESM2_CCAM	[-]	26.0	26.0	24.9	1.13	1.76	0.0822	0.814	0.784	0.994	0.996	0.885
CMCC-ESM2_BARPA	[-]	25.3	25.3	24.9	0.466	1.29	0.0691	0.907	0.809	0.996	0.991	0.913
CMCC-ESM2_CCAM	[-]	24.4	24.4	24.9	-0.477	0.875	0.138	0.909	0.891	0.991	0.999	0.941
CMCC-ESM2_CMIP6	[-]	23.8	23.8	24.8	-1.02	1.49	0.468	0.795	0.873	0.970	0.939	0.892
CNRM-ESM2-1_CCAM	[-]	24.0	24.0	24.9	-0.887	1.64	1.00	0.839	0.796	0.934	0.982	0.877
CNRM-ESM2-1_CMIP6	[-]	25.1	25.1	25.1	0.0107	1.21	1.00	0.890	0.831	0.934	0.995	0.904
EC-Earth3_BARPA	[-]	26.8	26.8	24.9	1.90	2.09	0.00231	0.711	0.861	1.00	0.999	0.889
EC-Earth3_CCAM	[-]	26.9	26.9	24.9	2.04	2.19	0.00	0.692	0.868	1.00	0.994	0.886
EC-Earth3_CMIP6	[-]	26.4	26.4	24.9	1.49	1.73	0.277	0.768	0.858	0.981	0.968	0.890
ERA5_BARPA	[-]	24.9	24.9	24.9	-0.0167	0.863	0.00	0.955	0.864	1.00	0.991	0.943
ERA5_CCAM	[-]	24.7	24.7	24.9	-0.204	0.666	0.00	0.936	0.912	1.00	0.997	0.956
MPI-ESM1-2-HR_BARPA	[-]	26.1	26.1	24.9	1.23	1.76	0.00233	0.800	0.798	1.00	0.997	0.887
MPI-ESM1-2-HR_CMIP6	[-]	25.9	25.9	24.8	1.11	1.80	0.193	0.816	0.776	0.987	0.995	0.881
NorESM2-MM_BARPA	[-]	24.0	24.0	24.9	-0.899	1.80	0.347	0.848	0.757	0.978	0.995	0.879
NorESM2-MM_CCAM	[-]	22.6	22.7	24.9	-2.21	2.44	0.0142	0.668	0.832	0.999	0.990	0.868
NorESM2-MM_CMIP6	[-]	23.0	23.0	24.8	-1.84	1.95	0.00	0.717	0.898	1.00	0.985	0.900

	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	[-]	25.5
ACCESS-CM2_BARPA	[-]	25.5	25.5	25.5	0.0471	1.02	0.0969	0.895	0.816	0.994	0.995	0.914
ACCESS-CM2_CCAM	[-]	26.5	26.6	25.5	1.08	1.67	0.0908	0.761	0.747	0.994	0.999	0.864
ACCESS-CM2_CMIP6	[-]	24.7	24.7	25.2	-0.516	1.15	0.00	0.875	0.784	1.00	0.996	0.900
ACCESS-ESM1-5_BARPA	[-]	26.2	26.3	25.5	0.808	1.21	0.0923	0.808	0.831	0.994	0.996	0.903
ACCESS-ESM1-5_CCAM	[-]	26.7	26.7	25.5	1.27	1.54	0.275	0.730	0.820	0.981	1.00	0.878
ACCESS-ESM1-5_CMIP6	[-]	25.9	25.9	25.5	0.446	1.29	0.647	0.839	0.800	0.956	0.974	0.881
CESM2_BARPA	[-]	25.4	25.4	25.5	-0.0611	1.15	0.312	0.863	0.816	0.976	0.969	0.900
CESM2_CCAM	[-]	26.7	26.7	25.5	1.23	1.67	0.300	0.739	0.769	0.980	1.00	0.863
CMCC-ESM2_BARPA	[-]	25.8	25.8	25.5	0.361	1.20	0.152	0.834	0.815	0.990	0.968	0.899
CMCC-ESM2_CCAM	[-]	25.9	25.9	25.5	0.450	0.903	0.0704	0.854	0.870	0.995	0.991	0.923
CMCC-ESM2_CMIP6	[-]	24.4	24.4	25.3	-0.915	1.28	0.339	0.788	0.855	0.978	0.966	0.881
CNRM-ESM2-1_CCAM	[-]	24.6	24.6	25.5	-0.905	1.65	0.889	0.774	0.765	0.939	0.967	0.854
CNRM-ESM2-1_CMIP6	[-]	24.9	24.9	25.4	-0.478	1.19	0.895	0.823	0.813	0.940	0.945	0.874
EC-Earth3_BARPA	[-]	26.6	26.7	25.5	1.19	1.47	0.256	0.746	0.832	0.983	0.995	0.885
EC-Earth3_CCAM	[-]	27.3	27.3	25.5	1.85	2.02	0.0855	0.639	0.824	0.994	0.996	0.856
EC-Earth3_CMIP6	[-]	26.1	26.1	25.4	0.696	1.28	0.868	0.825	0.814	0.942	0.941	0.863
ERA5_BARPA	[-]	25.3	25.3	25.5	-0.174	0.861	0.0908	0.885	0.869	0.994	0.983	0.926
ERA5_CCAM	[-]	25.7	25.7	25.5	0.262	0.711	0.0491	0.889	0.890	0.997	1.00	0.935
MPI-ESM1-2-HR_BARPA	[-]	26.4	26.4	25.5	0.949	1.39	0.346	0.788	0.802	0.977	0.996	0.885
MPI-ESM1-2-HR_CMIP6	[-]	26.4	26.4	25.3	1.10	1.57	0.539	0.764	0.780	0.964	0.988	0.847
NorESM2-MM_BARPA	[-]	24.8	24.8	25.5	-0.626	1.48	0.103	0.829	0.769	0.993	0.975	0.882
NorESM2-MM_CCAM	[-]	23.8	23.8	25.5	-1.70	1.89	0.195	0.667	0.838	0.987	0.993	0.868
NorESM2-MM_CMIP6	[-]	23.8	23.8	25.3	-1.49	1.70	0.0826	0.702	0.845	0.994	0.984	0.869

	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	[-]	32.3
ACCESS-CM2_BARPA	[-]	33.3	33.3	32.3	0.954	1.47	0.898	0.723	0.714	0.930	1.00	0.833
ACCESS-CM2_CCAM	[-]	32.6	32.5	32.3	0.247	1.40	0.651	0.814	0.666	0.948	0.970	0.839
ACCESS-CM2_CMIP6	[-]	32.0	32.0	32.0	-0.0131	1.50	0.979	0.806	0.632	0.915	0.999	0.813
ACCESS-ESM1-5_BARPA	[-]	34.0	33.9	32.3	1.59	1.82	0.479	0.594	0.765	0.956	1.00	0.826
ACCESS-ESM1-5_CCAM	[-]	33.2	33.2	32.3	0.880	1.48	0.473	0.738	0.690	0.960	0.996	0.838
ACCESS-ESM1-5_CMIP6	[-]	32.3	32.3	32.1	0.190	1.28	0.611	0.799	0.701	0.954	1.00	0.846
CESM2_BARPA	[-]	34.0	33.9	32.3	1.60	2.01	1.04	0.588	0.691	0.891	0.998	0.787
CESM2_CCAM	[-]	33.5	33.4	32.3	1.13	1.66	0.809	0.684	0.681	0.937	0.999	0.819
CMCC-ESM2_BARPA	[-]	34.2	34.2	32.3	1.86	2.33	1.70	0.543	0.646	0.766	0.995	0.738
CMCC-ESM2_CCAM	[-]	32.0	32.0	32.3	-0.314	1.14	0.480	0.827	0.748	0.959	0.964	0.871
CMCC-ESM2_CMIP6	[-]	31.0	31.0	32.2	-1.15	1.74	1.10	0.686	0.712	0.872	0.998	0.813
CNRM-ESM2-1_CCAM	[-]	30.0	30.0	32.3	-2.30	2.44	0.526	0.477	0.784	0.956	0.990	0.802
CNRM-ESM2-1_CMIP6	[-]	32.3	32.3	32.1	0.212	1.11	0.302	0.768	0.781	0.980	0.915	0.862
EC-Earth3_BARPA	[-]	33.5	33.4	32.3	1.10	1.42	0.548	0.702	0.765	0.953	0.999	0.849
EC-Earth3_CCAM	[-]	31.6	31.6	32.3	-0.707	1.45	0.308	0.740	0.705	0.970	0.948	0.840
EC-Earth3_CMIP6	[-]	31.3	31.3	32.2	-0.847	1.89	0.375	0.678	0.624	0.967	0.976	0.801
ERA5_BARPA	[-]	33.1	33.0	32.3	0.702	1.08	0.743	0.782	0.800	0.927	1.00	0.872
ERA5_CCAM	[-]	31.7	31.7	32.3	-0.612	1.05	0.516	0.784	0.789	0.956	0.989	0.876
MPI-ESM1-2-HR_BARPA	[-]	33.6	33.5	32.3	1.24	1.65	0.783	0.664	0.711	0.941	0.998	0.822
MPI-ESM1-2-HR_CMIP6	[-]	33.2	33.2	32.2	0.999	1.55	0.523	0.708	0.707	0.960	0.999	0.833
NorESM2-MM_BARPA	[-]	33.1	33.0	32.3	0.741	1.58	1.01	0.766	0.679	0.910	0.998	0.826
NorESM2-MM_CCAM	[-]	30.0	30.0	32.3	-2.35	2.53	0.624	0.475	0.753	0.951	0.999	0.790
NorESM2-MM_CMIP6	[-]	30.9	30.9	32.2	-1.28	1.59	0.729	0.650	0.809	0.948	0.994	0.842

	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	[-]	21.7
ACCESS-CM2_BARPA	[-]	22.1	22.1	21.7	0.360	1.09	0.108	0.921	0.854	0.993	0.992	0.930
ACCESS-CM2_CCAM	[-]	22.7	22.7	21.7	0.991	1.85	0.0429	0.844	0.780	0.997	1.00	0.891
ACCESS-CM2_CMIP6	[-]	21.1	21.1	21.6	-0.416	1.47	0.0480	0.895	0.824	0.997	0.989	0.915
ACCESS-ESM1-5_BARPA	[-]	23.2	23.2	21.7	1.50	1.85	0.0784	0.777	0.842	0.995	0.987	0.894
ACCESS-ESM1-5_CCAM	[-]	23.2	23.2	21.7	1.44	2.04	0.0442	0.786	0.789	0.997	1.00	0.881
ACCESS-ESM1-5_CMIP6	[-]	21.9	21.9	21.6	0.234	1.36	0.107	0.890	0.838	0.993	0.947	0.908
CESM2_BARPA	[-]	21.0	21.1	21.7	-0.662	1.19	0.0652	0.894	0.857	0.996	0.989	0.926
CESM2_CCAM	[-]	22.4	22.4	21.7	0.697	1.55	0.0611	0.885	0.802	0.996	0.999	0.908
CMCC-ESM2_BARPA	[-]	21.7	21.7	21.7	0.00149	0.981	0.106	0.953	0.861	0.993	0.993	0.940
CMCC-ESM2_CCAM	[-]	21.8	21.8	21.7	0.103	0.958	0.0665	0.922	0.877	0.996	1.00	0.941
CMCC-ESM2_CMIP6	[-]	21.2	21.2	21.6	-0.391	0.969	0.129	0.892	0.906	0.992	0.997	0.942
CNRM-ESM2-1_CCAM	[-]	22.1	22.1	21.7	0.390	1.35	0.914	0.911	0.820	0.941	0.998	0.907
CNRM-ESM2-1_CMIP6	[-]	23.0	23.0	21.6	1.46	1.71	0.872	0.778	0.871	0.944	1.00	0.895
EC-Earth3_BARPA	[-]	24.0	24.0	21.7	2.30	2.40	0.0202	0.682	0.895	0.999	0.989	0.892
EC-Earth3_CCAM	[-]	24.6	24.6	21.7	2.88	2.97	0.0306	0.619	0.886	0.998	1.00	0.877
EC-Earth3_CMIP6	[-]	24.0	24.0	21.6	2.38	2.48	0.0216	0.671	0.898	0.999	0.991	0.890
ERA5_BARPA	[-]	21.6	21.7	21.8	-0.0976	0.684	0.0373	0.948	0.912	0.998	0.994	0.957
ERA5_CCAM	[-]	22.4	22.4	21.8	0.608	1.00	0.0571	0.891	0.892	0.996	0.999	0.939
MPI-ESM1-2-HR_BARPA	[-]	22.1	22.1	21.7	0.361	1.18	0.0692	0.919	0.842	0.996	0.984	0.925
MPI-ESM1-2-HR_CMIP6	[-]	22.3	22.3	21.7	0.587	1.47	0.0546	0.891	0.811	0.996	1.00	0.912
NorESM2-MM_BARPA	[-]	20.8	20.9	21.7	-0.860	1.33	0.532	0.865	0.854	0.966	0.997	0.913
NorESM2-MM_CCAM	[-]	20.4	20.4	21.7	-1.35	1.68	0.0533	0.802	0.857	0.997	0.993	0.906
NorESM2-MM_CMIP6	[-]	20.1	20.1	21.6	-1.41	1.67	0.306	0.787	0.874	0.980	0.981	0.902

	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	[-]	29.2
ACCESS-CM2_BARPA	[-]	29.7	29.7	29.2	0.495	1.25	0.348	0.914	0.827	0.977	1.00	0.922
ACCESS-CM2_CCAM	[-]	29.6	29.6	29.2	0.387	1.42	0.233	0.915	0.803	0.984	0.972	0.910
ACCESS-CM2_CMIP6	[-]	28.5	28.5	29.2	-0.653	1.44	0.263	0.884	0.808	0.982	0.998	0.911
ACCESS-ESM1-5_BARPA	[-]	30.9	30.9	29.2	1.64	1.91	0.353	0.753	0.849	0.976	1.00	0.891
ACCESS-ESM1-5_CCAM	[-]	30.1	30.1	29.2	0.886	1.44	0.425	0.858	0.826	0.971	0.998	0.906
ACCESS-ESM1-5_CMIP6	[-]	28.7	28.7	29.1	-0.366	1.35	0.503	0.897	0.820	0.966	0.996	0.913
CESM2_BARPA	[-]	29.4	29.5	29.2	0.231	1.24	0.326	0.905	0.832	0.966	0.974	0.915
CESM2_CCAM	[-]	29.7	29.8	29.2	0.533	1.18	0.273	0.906	0.840	0.982	1.00	0.924
CMCC-ESM2_BARPA	[-]	30.0	30.0	29.2	0.817	1.70	0.236	0.860	0.784	0.977	0.976	0.894
CMCC-ESM2_CCAM	[-]	28.9	28.9	29.2	-0.302	1.12	0.294	0.926	0.840	0.977	0.996	0.929
CMCC-ESM2_CMIP6	[-]	28.4	28.4	29.2	-0.737	1.39	0.534	0.868	0.829	0.939	0.987	0.903
CNRM-ESM2-1_CCAM	[-]	28.2	28.2	29.2	-1.04	1.55	0.556	0.806	0.866	0.962	0.903	0.887
CNRM-ESM2-1_CMIP6	[-]	29.9	29.9	29.3	0.574	1.11	0.500	0.883	0.876	0.967	0.940	0.908
EC-Earth3_BARPA	[-]	31.3	31.3	29.2	2.04	2.19	0.180	0.704	0.878	0.983	0.985	0.887
EC-Earth3_CCAM	[-]	30.9	30.9	29.2	1.72	2.03	0.359	0.752	0.879	0.970	0.860	0.873
EC-Earth3_CMIP6	[-]	30.5	30.5	29.2	1.30	1.78	0.477	0.794	0.861	0.959	0.893	0.880
ERA5_BARPA	[-]	29.6	29.6	29.2	0.336	0.832	0.189	0.933	0.885	0.980	0.998	0.946
ERA5_CCAM	[-]	29.5	29.5	29.2	0.267	0.701	0.136	0.920	0.923	0.987	0.988	0.952
MPI-ESM1-2-HR_BARPA	[-]	30.3	30.3	29.2	1.11	1.42	0.327	0.824	0.863	0.978	0.996	0.913
MPI-ESM1-2-HR_CMIP6	[-]	30.3	30.3	29.2	1.13	1.55	0.466	0.820	0.839	0.969	1.00	0.903
NorESM2-MM_BARPA	[-]	28.5	28.5	29.2	-0.673	1.81	0.230	0.874	0.764	0.978	0.992	0.893
NorESM2-MM_CCAM	[-]	26.8	26.8	29.2	-2.42	2.64	0.383	0.657	0.849	0.974	0.996	0.869
NorESM2-MM_CMIP6	[-]	27.6	27.6	29.2	-1.56	1.80	0.206	0.763	0.867	0.985	1.00	0.901

	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	[-]	16.7	16.6	16.5	0.133	0.964	0.270	0.847	0.863	0.983	0.964	0.913
ACCESS-CM2_CCAM	[-]	18.0	17.9	16.5	1.42	1.92	0.243	0.713	0.756	0.984	0.922	0.852
ACCESS-CM2_CMIP6	[-]	16.3	16.3	16.4	-0.0965	0.854	0.215	0.879	0.837	0.986	0.999	0.860
ACCESS-ESM1-5_BARPA	[-]	17.6	17.5	16.5	1.02	1.36	0.240	0.774	0.842	0.985	0.951	0.890
ACCESS-ESM1-5_CCAM	[-]	18.1	17.9	16.5	1.49	1.91	0.290	0.704	0.776	0.981	0.917	0.858
ACCESS-ESM1-5_CMIP6	[-]	18.0	18.0	16.8	1.21	1.52	0.243	0.732	0.796	0.984	0.999	0.860
CESM2_BARPA	[-]	15.3	15.2	16.5	-1.23	1.50	0.411	0.740	0.854	0.974	0.964	0.880
CESM2_CCAM	[-]	16.8	16.6	16.5	0.187	1.73	0.460	0.761	0.759	0.971	0.842	0.853
CMCC-ESM2_BARPA	[-]	16.2	16.1	16.5	-0.394	0.917	0.456	0.846	0.889	0.971	0.966	0.913
CMCC-ESM2_CCAM	[-]	17.3	17.1	16.5	0.684	1.10	0.491	0.811	0.865	0.969	0.959	0.901
CMCC-ESM2_CMIP6	[-]	17.1	17.1	16.6	0.451	1.02	0.555	0.852	0.856	0.964	0.997	0.895
CNRM-ESM2-1_CCAM	[-]	17.3	17.2	16.5	0.758	1.53	0.542	0.776	0.785	0.965	0.907	0.870
CNRM-ESM2-1_CMIP6	[-]	16.7	16.7	15.5	1.20	1.29	0.228	0.720	0.896	0.985	0.969	0.856
EC-Earth3_BARPA	[-]	18.2	18.2	16.5	1.71	1.85	0.130	0.669	0.858	0.992	0.951	0.869
EC-Earth3_CCAM	[-]	19.5	19.4	16.5	2.92	3.03	0.221	0.501	0.828	0.986	0.932	0.821
EC-Earth3_CMIP6	[-]	18.8	18.8	16.5	2.33	2.47	0.209	0.565	0.817	0.987	0.974	0.837
ERA5_BARPA	[-]	16.2	16.2	16.5	-0.312	0.856	0.288	0.843	0.915	0.982	0.977	0.928
ERA5_CCAM	[-]	17.7	17.5	16.5	1.07	1.31	0.391	0.764	0.872	0.975	0.962	0.898
MPI-ESM1-2-HR_BARPA	[-]	16.2	16.1	16.5	-0.313	1.24	0.415	0.825	0.819	0.973	0.917	0.885
MPI-ESM1-2-HR_CMIP6	[-]	16.5	16.5	16.2	0.360	1.69	0.462	0.796	0.711	0.970	0.896	0.808
NorESM2-MM_BARPA	[-]	15.6	15.5	16.5	-0.915	1.16	0.413	0.790	0.897	0.973	0.978	0.905
NorESM2-MM_CCAM	[-]	15.9	15.8	16.5	-0.655	1.19	0.255	0.815	0.842	0.984	0.955	0.897
NorESM2-MM_CMIP6	[-]	16.2	16.2	16.6	-0.438	0.843	0.375	0.853	0.869	0.976	0.990	0.866

	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	[-]	23.3
ACCESS-CM2_BARPA	[-]	23.7	23.7	23.3	0.371	1.25	0.212	0.901	0.810	0.986	0.997	0.910
ACCESS-CM2_CCAM	[-]	24.9	24.8	23.3	1.50	2.14	0.193	0.745	0.750	0.988	0.987	0.852
ACCESS-CM2_CMIP6	[-]	23.0	23.0	22.7	0.225	1.37	0.175	0.886	0.777	0.989	0.961	0.890
ACCESS-ESM1-5_BARPA	[-]	25.0	24.9	23.3	1.61	1.95	0.176	0.734	0.814	0.989	1.00	0.876
ACCESS-ESM1-5_CCAM	[-]	24.8	24.8	23.3	1.46	2.08	0.148	0.752	0.759	0.990	0.998	0.864
ACCESS-ESM1-5_CMIP6	[-]	23.9	23.9	23.0	0.898	1.33	0.429	0.838	0.834	0.972	0.991	0.897
CESM2_BARPA	[-]	22.6	22.6	23.3	-0.740	1.22	0.119	0.855	0.861	0.992	0.997	0.921
CESM2_CCAM	[-]	23.6	23.6	23.3	0.312	1.48	0.109	0.890	0.781	0.993	0.998	0.903
CMCC-ESM2_BARPA	[-]	23.2	23.1	23.3	-0.149	1.03	0.145	0.920	0.851	0.991	0.996	0.932
CMCC-ESM2_CCAM	[-]	23.7	23.6	23.3	0.341	1.09	0.137	0.890	0.844	0.991	0.995	0.920
CMCC-ESM2_CMIP6	[-]	22.6	22.6	22.9	-0.345	0.981	0.207	0.867	0.889	0.987	0.982	0.914
CNRM-ESM2-1_CCAM	[-]	23.4	23.4	23.3	0.0763	1.54	0.371	0.846	0.790	0.976	0.938	0.879
CNRM-ESM2-1_CMIP6	[-]	24.6	24.6	23.2	1.37	1.84	0.314	0.756	0.795	0.980	0.973	0.859
EC-Earth3_BARPA	[-]	25.6	25.6	23.3	2.28	2.51	0.150	0.645	0.830	0.990	0.997	0.861
EC-Earth3_CCAM	[-]	26.4	26.4	23.3	3.08	3.22	0.0825	0.557	0.835	0.995	0.992	0.840
EC-Earth3_CMIP6	[-]	25.4	25.4	23.1	2.27	2.42	0.144	0.647	0.853	0.991	0.998	0.854
ERA5_BARPA	[-]	23.2	23.2	23.3	-0.139	0.775	0.109	0.915	0.897	0.993	0.994	0.944
ERA5_CCAM	[-]	24.3	24.3	23.3	0.992	1.27	0.154	0.819	0.862	0.990	0.988	0.907
MPI-ESM1-2-HR_BARPA	[-]	23.3	23.3	23.3	-0.0385	1.24	0.186	0.902	0.814	0.988	0.999	0.914
MPI-ESM1-2-HR_CMIP6	[-]	23.7	23.7	23.3	0.419	1.20	0.133	0.890	0.832	0.991	1.00	0.912
NorESM2-MM_BARPA	[-]	22.3	22.3	23.3	-0.976	1.43	0.156	0.828	0.845	0.990	0.993	0.908
NorESM2-MM_CCAM	[-]	22.0	21.9	23.3	-1.35	1.81	0.118	0.781	0.816	0.992	0.994	0.888
NorESM2-MM_CMIP6	[-]	21.7	21.7	22.9	-1.23	1.52	0.207	0.786	0.863	0.987	0.996	0.901

	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	[-]	29.8
ACCESS-CM2_BARPA	[-]	31.0	30.9	29.8	1.16	1.49	0.841	0.546	0.703	0.934	0.963	0.777
ACCESS-CM2_CCAM	[-]	31.1	30.9	29.8	1.19	1.75	0.884	0.565	0.563	0.932	0.994	0.741
ACCESS-CM2_CMIP6	[-]	28.9	28.9	28.6	0.208	1.02	1.03	0.816	0.614	0.907	0.965	0.802
ACCESS-ESM1-5_BARPA	[-]	31.4	31.3	29.8	1.57	1.72	0.419	0.468	0.771	0.968	0.977	0.793
ACCESS-ESM1-5_CCAM	[-]	31.6	31.5	29.8	1.76	1.93	0.347	0.437	0.706	0.974	0.993	0.770
ACCESS-ESM1-5_CMIP6	[-]	30.8	30.8	29.9	0.921	1.42	0.761	0.655	0.587	0.950	0.218	0.601
CESM2_BARPA	[-]	31.6	31.5	29.8	1.76	1.89	0.580	0.432	0.776	0.953	0.981	0.784
CESM2_CCAM	[-]	31.4	31.2	29.8	1.48	1.71	0.407	0.499	0.687	0.970	0.995	0.777
CMCC-ESM2_BARPA	[-]	31.4	31.3	29.8	1.55	1.78	0.527	0.469	0.721	0.954	0.973	0.773
CMCC-ESM2_CCAM	[-]	30.5	30.3	29.8	0.575	0.892	0.259	0.738	0.789	0.982	0.981	0.863
CMCC-ESM2_CMIP6	[-]	29.7	29.7	30.0	-0.248	0.998	0.570	0.673	0.697	0.962	0.978	0.813
CNRM-ESM2-1_CCAM	[-]	28.5	28.4	29.8	-1.36	1.61	0.403	0.528	0.684	0.973	0.996	0.783
CNRM-ESM2-1_CMIP6	[-]	30.3	30.3	30.0	0.314	1.12	0.509	0.695	0.586	0.966	0.881	0.760
EC-Earth3_BARPA	[-]	30.4	30.4	29.8	0.604	0.910	0.309	0.729	0.758	0.979	0.999	0.854
EC-Earth3_CCAM	[-]	29.9	29.7	29.8	-0.0126	1.06	0.198	0.722	0.706	0.987	0.929	0.822
EC-Earth3_CMIP6	[-]	29.5	29.5	29.9	-0.342	1.38	0.323	0.650	0.607	0.979	0.957	0.777
ERA5_BARPA	[-]	30.5	30.5	29.8	0.701	0.909	0.309	0.674	0.836	0.979	0.994	0.867
ERA5_CCAM	[-]	30.1	30.0	29.8	0.250	0.888	0.397	0.744	0.772	0.974	0.970	0.854
MPI-ESM1-2-HR_BARPA	[-]	30.5	30.4	29.8	0.685	1.23	0.568	0.652	0.680	0.960	0.968	0.800
MPI-ESM1-2-HR_CMIP6	[-]	31.0	31.0	29.1	1.91	2.25	0.611	0.446	0.632	0.959	0.963	0.737
NorESM2-MM_BARPA	[-]	31.0	31.0	29.8	1.23	1.35	0.441	0.546	0.817	0.971	0.997	0.831
NorESM2-MM_CCAM	[-]	28.7	28.6	29.8	-1.16	1.40	0.704	0.566	0.765	0.948	0.980	0.809
NorESM2-MM_CMIP6	[-]	29.4	29.4	30.0	-0.553	1.19	0.683	0.609	0.714	0.954	0.952	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	[-]	22.7
ACCESS-CM2_BARPA	[-]	23.6	23.6	22.8		17.7	0.753	1.01	0.627	0.520	0.674	0.929	0.998	0.759
ACCESS-CM2_CCAM	[-]	23.5	23.5	23.1		15.0	0.377	0.780	0.686	0.641	0.699	0.922	0.999	0.792
ACCESS-CM2_CMIP6	[-]	23.7	23.7	23.1	23.4		0.642	1.02	0.639	0.517	0.666	0.928	0.997	0.755
ACCESS-ESM1-5_BARPA	[-]	24.0	24.0	22.8		17.7	1.20	1.34	0.767	0.399	0.672	0.906	0.998	0.730
ACCESS-ESM1-5_CCAM	[-]	23.9	23.9	23.1		15.0	0.783	0.969	0.727	0.520	0.711	0.917	0.999	0.772
ACCESS-ESM1-5_CMIP6	[-]	24.0	23.9	22.9	26.4		1.02	1.28	0.784	0.423	0.677	0.904	0.997	0.736
CESM2_BARPA	[-]	23.3	23.3	22.8		17.7	0.483	1.20	0.814	0.467	0.677	0.889	0.989	0.740
CESM2_CCAM	[-]	23.4	23.4	23.1		15.0	0.360	1.19	1.02	0.468	0.684	0.862	0.985	0.737
CMCC-ESM2_BARPA	[-]	23.4	23.4	22.8		17.7	0.589	1.08	0.832	0.502	0.705	0.883	0.994	0.758
CMCC-ESM2_CCAM	[-]	23.3	23.3	23.1		15.0	0.258	0.847	0.964	0.552	0.731	0.861	0.997	0.774
CMCC-ESM2_CMIP6	[-]	23.2	23.1	23.0	26.3		0.163	0.835	1.03	0.570	0.739	0.845	0.997	0.778
CNRM-ESM2-1_CCAM	[-]	21.5	21.5	23.1		15.0	-1.55	1.77	0.763	0.361	0.675	0.901	0.992	0.721
CNRM-ESM2-1_CMIP6	[-]	22.8	22.7	22.9	27.1		-0.214	0.892	0.658	0.570	0.673	0.915	0.996	0.765
EC-Earth3_BARPA	[-]	24.1	24.1	22.8		17.7	1.22	1.45	0.713	0.420	0.649	0.909	0.991	0.724
EC-Earth3_CCAM	[-]	24.0	24.0	23.1		15.0	0.931	1.20	0.719	0.505	0.696	0.917	0.988	0.760
EC-Earth3_CMIP6	[-]	23.6	23.5	23.0	25.9		0.517	1.07	0.819	0.593	0.705	0.896	0.980	0.776
ERA5_BARPA	[-]	23.2	23.2	22.8		17.7	0.321	0.500	0.357	0.667	0.860	0.958	0.998	0.869
ERA5_CCAM	[-]	23.1	23.1	23.1		15.0	-0.0226	0.332	0.439	0.827	0.875	0.945	0.999	0.904
MPI-ESM1-2-HR_BARPA	[-]	23.0	23.0	22.8		17.7	0.200	0.994	0.910	0.534	0.662	0.875	0.993	0.745
MPI-ESM1-2-HR_CMIP6	[-]	23.5	23.4	22.9	26.7		0.539	1.12	1.05	0.491	0.686	0.852	0.992	0.741
NorESM2-MM_BARPA	[-]	23.4	23.4	22.8		17.7	0.527	1.05	0.650	0.509	0.729	0.917	0.997	0.776
NorESM2-MM_CCAM	[-]	21.5	21.5	23.1		15.0	-1.57	1.69	1.14	0.320	0.673	0.858	0.998	0.704
NorESM2-MM_CMIP6	[-]	23.1	23.0	23.0	25.7		0.0113	0.766	0.683	0.624	0.761	0.918	0.997	0.812

	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	[-]	27.8
ACCESS-CM2_BARPA	[-]	28.9	28.9	27.8		28.0	1.07	1.32	1.44	0.246	0.551	0.817	0.979	0.629
ACCESS-CM2_CCAM	[-]	28.4	28.4	27.8		28.0	0.579	0.843	1.40	0.410	0.594	0.827	0.992	0.683
ACCESS-CM2_CMIP6	[-]	29.0	29.0	27.8			1.14	1.29	1.45	0.237	0.546	0.818	0.999	0.629
ACCESS-ESM1-5_BARPA	[-]	29.1	29.1	27.8		28.0	1.30	1.46	1.71	0.193	0.537	0.761	0.986	0.603
ACCESS-ESM1-5_CCAM	[-]	28.8	28.8	27.8		28.0	0.929	1.06	1.51	0.284	0.616	0.804	0.994	0.663
ACCESS-ESM1-5_CMIP6	[-]	29.3	29.3	27.9	29.3		1.48	1.57	1.79	0.164	0.545	0.747	1.00	0.600
CESM2_BARPA	[-]	29.1	29.1	27.8		28.0	1.23	1.51	1.54	0.239	0.490	0.786	0.957	0.592
CESM2_CCAM	[-]	29.0	29.0	27.8		28.0	1.18	1.39	2.04	0.278	0.512	0.709	0.836	0.569
CMCC-ESM2_BARPA	[-]	29.0	29.0	27.8		28.0	1.11	1.35	1.46	0.245	0.559	0.788	0.973	0.625
CMCC-ESM2_CCAM	[-]	28.6	28.6	27.8		28.0	0.743	0.956	1.76	0.338	0.616	0.741	0.986	0.659
CMCC-ESM2_CMIP6	[-]	28.5	28.5	27.8	28.8		0.643	0.938	1.75	0.358	0.635	0.734	0.991	0.671
CNRM-ESM2-1_CCAM	[-]	25.8	25.8	27.8		28.0	-2.03	2.06	1.64	0.0945	0.629	0.756	0.998	0.621
CNRM-ESM2-1_CMIP6	[-]	27.2	27.2	27.8	27.2		-0.607	0.842	1.44	0.407	0.589	0.787	0.973	0.669
EC-Earth3_BARPA	[-]	28.4	28.4	27.8		28.0	0.540	0.981	1.50	0.400	0.496	0.780	0.982	0.631
EC-Earth3_CCAM	[-]	28.1	28.1	27.8		28.0	0.210	0.627	1.32	0.545	0.599	0.820	0.998	0.712
EC-Earth3_CMIP6	[-]	27.5	27.5	27.8	27.4		-0.379	0.631	1.53	0.564	0.632	0.773	0.995	0.719
ERA5_BARPA	[-]	28.4	28.4	27.8		28.0	0.523	0.782	0.755	0.358	0.764	0.902	0.996	0.757
ERA5_CCAM	[-]	27.9	27.9	27.8		28.0	0.0318	0.325	0.951	0.776	0.791	0.867	0.997	0.845
MPI-ESM1-2-HR_BARPA	[-]	28.5	28.5	27.8		28.0	0.615	1.04	1.48	0.362	0.464	0.784	0.981	0.611
MPI-ESM1-2-HR_CMIP6	[-]	28.7	28.7	27.8	28.7		0.829	1.32	1.78	0.232	0.536	0.735	0.981	0.604
NorESM2-MM_BARPA	[-]	29.0	29.0	27.8		28.0	1.11	1.34	1.37	0.215	0.628	0.802	0.994	0.653
NorESM2-MM_CCAM	[-]	26.7	26.7	27.8		28.0	-1.11	1.23	1.81	0.231	0.581	0.740	0.996	0.626
NorESM2-MM_CMIP6	[-]	28.4	28.4	27.8	28.2		0.573	0.738	1.32	0.419	0.678	0.816	0.986	0.715

	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	[-]	25.0	25.1	24.9	0.176	1.17	0.00	0.943	0.817	1.00	0.995	0.914
ACCESS-CM2_CCAM	[-]	25.3	25.3	24.9	0.410	1.47	0.00	0.918	0.780	1.00	1.00	0.896
ACCESS-CM2_CMIP6	[-]	23.9	23.9	24.8	-0.854	1.56	0.00	0.853	0.804	1.00	0.961	0.884
ACCESS-ESM1-5_BARPA	[-]	26.1	26.1	24.9	1.23	1.60	0.0755	0.801	0.835	0.995	0.996	0.893
ACCESS-ESM1-5_CCAM	[-]	25.7	25.7	24.9	0.848	1.33	0.0565	0.858	0.836	0.996	0.998	0.905
ACCESS-ESM1-5_CMIP6	[-]	24.8	24.8	25.0	-0.240	1.35	0.636	0.878	0.819	0.958	0.905	0.875
CESM2_BARPA	[-]	24.7	24.7	24.9	-0.179	1.22	0.0132	0.951	0.809	0.999	0.989	0.911
CESM2_CCAM	[-]	26.0	26.0	24.9	1.13	1.76	0.0822	0.814	0.784	0.994	0.996	0.875
CMCC-ESM2_BARPA	[-]	25.3	25.3	24.9	0.466	1.29	0.0691	0.907	0.809	0.996	0.991	0.902
CMCC-ESM2_CCAM	[-]	24.4	24.4	24.9	-0.477	0.875	0.138	0.909	0.891	0.991	0.999	0.936
CMCC-ESM2_CMIP6	[-]	23.8	23.8	24.8	-1.02	1.49	0.468	0.795	0.873	0.970	0.939	0.890
CNRM-ESM2-1_CCAM	[-]	24.0	24.0	24.9	-0.887	1.64	1.00	0.839	0.796	0.934	0.982	0.869
CNRM-ESM2-1_CMIP6	[-]	25.1	25.1	25.1	0.0107	1.21	1.00	0.890	0.831	0.934	0.995	0.896
EC-Earth3_BARPA	[-]	26.8	26.8	24.9	1.90	2.09	0.00231	0.711	0.861	1.00	0.999	0.886
EC-Earth3_CCAM	[-]	26.9	26.9	24.9	2.04	2.19	0.00	0.692	0.868	1.00	0.994	0.884
EC-Earth3_CMIP6	[-]	26.4	26.4	24.9	1.49	1.73	0.277	0.768	0.858	0.981	0.968	0.887
ERA5_BARPA	[-]	24.9	24.9	24.9	-0.0167	0.863	0.00	0.955	0.864	1.00	0.991	0.935
ERA5_CCAM	[-]	24.7	24.7	24.9	-0.204	0.666	0.00	0.936	0.912	1.00	0.997	0.952
MPI-ESM1-2-HR_BARPA	[-]	26.1	26.1	24.9	1.23	1.76	0.00233	0.800	0.798	1.00	0.997	0.878
MPI-ESM1-2-HR_CMIP6	[-]	25.9	25.9	24.8	1.11	1.80	0.193	0.816	0.776	0.987	0.995	0.870
NorESM2-MM_BARPA	[-]	24.0	24.0	24.9	-0.899	1.80	0.347	0.848	0.757	0.978	0.995	0.867
NorESM2-MM_CCAM	[-]	22.6	22.7	24.9	-2.21	2.44	0.0142	0.668	0.832	0.999	0.990	0.864
NorESM2-MM_CMIP6	[-]	23.0	23.0	24.8	-1.84	1.95	0.00	0.717	0.898	1.00	0.985	0.900

	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	[-]	27.2
ACCESS-CM2_BARPA	[-]	27.4	27.4	27.2	0.172	0.999	0.142	0.914	0.808	0.990	0.998	0.904
ACCESS-CM2_CCAM	[-]	28.4	28.4	27.2	1.11	1.69	0.133	0.756	0.740	0.991	0.994	0.844
ACCESS-CM2_CMIP6	[-]	26.0	26.0	26.5	-0.511	1.15	0.00	0.875	0.784	1.00	0.944	0.877
ACCESS-ESM1-5_BARPA	[-]	28.1	28.2	27.2	0.914	1.26	0.135	0.796	0.825	0.991	0.995	0.886
ACCESS-ESM1-5_CCAM	[-]	28.5	28.5	27.2	1.27	1.53	0.403	0.728	0.816	0.973	0.997	0.866
ACCESS-ESM1-5_CMIP6	[-]	27.4	27.4	27.2	0.191	1.16	0.917	0.858	0.801	0.938	0.937	0.867
CESM2_BARPA	[-]	27.5	27.6	27.2	0.318	1.10	0.457	0.893	0.798	0.965	0.989	0.889
CESM2_CCAM	[-]	28.5	28.5	27.2	1.26	1.64	0.436	0.731	0.776	0.971	0.993	0.849
CMCC-ESM2_BARPA	[-]	27.9	28.0	27.2	0.731	1.29	0.222	0.829	0.790	0.985	0.974	0.874
CMCC-ESM2_CCAM	[-]	27.9	27.9	27.2	0.639	0.927	0.0726	0.841	0.870	0.995	1.00	0.915
CMCC-ESM2_CMIP6	[-]	26.0	26.0	27.2	-1.22	1.44	0.180	0.742	0.863	0.988	0.975	0.886
CNRM-ESM2-1_CCAM	[-]	26.0	26.0	27.2	-1.27	1.66	0.848	0.736	0.787	0.943	0.939	0.839
CNRM-ESM2-1_CMIP6	[-]	26.3	26.3	27.2	-0.881	1.19	0.845	0.806	0.822	0.943	0.995	0.878
EC-Earth3_BARPA	[-]	28.5	28.6	27.2	1.32	1.52	0.202	0.722	0.837	0.986	0.997	0.876
EC-Earth3_CCAM	[-]	29.0	28.9	27.2	1.71	1.86	0.122	0.655	0.831	0.992	0.974	0.857
EC-Earth3_CMIP6	[-]	27.6	27.6	27.2	0.315	0.953	0.859	0.879	0.829	0.942	0.959	0.888
ERA5_BARPA	[-]	27.3	27.3	27.2	0.0859	0.763	0.133	0.916	0.860	0.991	0.994	0.924
ERA5_CCAM	[-]	27.5	27.5	27.2	0.219	0.649	0.0663	0.899	0.893	0.996	0.982	0.932
MPI-ESM1-2-HR_BARPA	[-]	28.3	28.3	27.2	1.06	1.38	0.506	0.769	0.815	0.966	0.998	0.873
MPI-ESM1-2-HR_CMIP6	[-]	28.1	28.1	27.2	0.988	1.36	0.716	0.780	0.807	0.952	0.964	0.862
NorESM2-MM_BARPA	[-]	26.9	26.9	27.2	-0.312	1.43	0.145	0.871	0.739	0.990	0.986	0.865
NorESM2-MM_CCAM	[-]	25.4	25.4	27.2	-1.86	2.03	0.285	0.639	0.837	0.981	0.956	0.850
NorESM2-MM_CMIP6	[-]	25.6	25.6	27.2	-1.67	1.87	0.124	0.667	0.848	0.992	0.968	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	[-]	21.7
ACCESS-CM2_BARPA	[-]	21.5	21.4	21.7	-0.223	1.07	0.00	0.853	0.831	1.00	0.976	0.898
ACCESS-CM2_CCAM	[-]	22.7	22.7	21.7	1.01	1.62	0.00	0.771	0.762	1.00	0.967	0.853
ACCESS-CM2_CMIP6	[-]	21.2	21.2	21.8	-0.528	1.15	0.00	0.876	0.784	1.00	1.00	0.889
ACCESS-ESM1-5_BARPA	[-]	22.3	22.2	21.7	0.580	1.10	0.00	0.835	0.846	1.00	0.987	0.903
ACCESS-ESM1-5_CCAM	[-]	22.9	22.9	21.7	1.27	1.55	0.00	0.737	0.827	1.00	0.982	0.875
ACCESS-ESM1-5_CMIP6	[-]	22.3	22.3	21.2	1.06	1.59	0.00	0.795	0.798	1.00	0.952	0.868
CESM2_BARPA	[-]	20.8	20.8	21.7	-0.878	1.26	0.00	0.798	0.852	1.00	0.969	0.894
CESM2_CCAM	[-]	22.8	22.8	21.7	1.16	1.73	0.00604	0.757	0.753	1.00	0.984	0.849
CMCC-ESM2_BARPA	[-]	21.2	21.2	21.7	-0.438	1.00	0.00	0.844	0.867	1.00	0.980	0.912
CMCC-ESM2_CCAM	[-]	21.7	21.7	21.7	0.0428	0.851	0.0657	0.882	0.870	0.996	0.967	0.917
CMCC-ESM2_CMIP6	[-]	21.1	21.1	21.4	-0.297	0.953	0.661	0.881	0.840	0.958	0.760	0.856
CNRM-ESM2-1_CCAM	[-]	21.6	21.5	21.7	-0.113	1.62	0.979	0.858	0.716	0.932	0.981	0.841
CNRM-ESM2-1_CMIP6	[-]	21.6	21.6	21.1	0.470	1.16	1.01	0.863	0.791	0.933	0.879	0.851
EC-Earth3_BARPA	[-]	22.6	22.6	21.7	0.911	1.38	0.372	0.797	0.820	0.975	0.987	0.880
EC-Earth3_CCAM	[-]	23.8	23.8	21.7	2.15	2.35	0.00649	0.605	0.809	1.00	0.979	0.840
EC-Earth3_CMIP6	[-]	23.1	23.1	21.6	1.51	1.96	0.888	0.709	0.781	0.940	0.843	0.811
ERA5_BARPA	[-]	20.9	20.9	21.7	-0.736	1.07	0.00	0.817	0.887	1.00	0.975	0.913
ERA5_CCAM	[-]	22.0	22.0	21.7	0.354	0.844	0.0120	0.867	0.883	0.999	0.976	0.922
MPI-ESM1-2-HR_BARPA	[-]	22.4	22.4	21.7	0.705	1.41	0.00	0.829	0.775	1.00	0.984	0.872
MPI-ESM1-2-HR_CMIP6	[-]	22.8	22.8	21.5	1.33	2.00	0.177	0.730	0.726	0.988	0.786	0.791
NorESM2-MM_BARPA	[-]	20.4	20.4	21.7	-1.30	1.61	0.0118	0.738	0.834	0.999	0.969	0.875
NorESM2-MM_CCAM	[-]	20.3	20.3	21.7	-1.36	1.61	0.00	0.728	0.841	1.00	0.984	0.879
NorESM2-MM_CMIP6	[-]	20.3	20.3	21.4	-1.11	1.34	0.00	0.771	0.840	1.00	0.842	0.859

	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	[-]	31.3
ACCESS-CM2_BARPA	[-]	32.2	32.1	31.3	0.808	1.38	0.709	0.783	0.731	0.951	0.999	0.839
ACCESS-CM2_CCAM	[-]	32.0	31.9	31.3	0.610	1.33	0.690	0.830	0.716	0.952	0.991	0.841
ACCESS-CM2_CMIP6	[-]	30.7	30.7	31.1	-0.440	1.45	0.594	0.819	0.681	0.961	0.985	0.825
ACCESS-ESM1-5_BARPA	[-]	32.8	32.8	31.3	1.44	1.70	0.341	0.657	0.775	0.965	1.00	0.835
ACCESS-ESM1-5_CCAM	[-]	32.2	32.2	31.3	0.838	1.15	0.223	0.781	0.801	0.985	0.993	0.872
ACCESS-ESM1-5_CMIP6	[-]	30.9	30.9	31.1	-0.224	1.08	0.462	0.849	0.774	0.969	0.981	0.869
CESM2_BARPA	[-]	32.7	32.7	31.3	1.36	1.82	1.16	0.668	0.712	0.889	1.00	0.796
CESM2_CCAM	[-]	32.3	32.3	31.3	0.966	1.33	0.481	0.751	0.772	0.968	1.00	0.853
CMCC-ESM2_BARPA	[-]	33.0	33.0	31.3	1.62	2.10	0.974	0.620	0.681	0.914	0.999	0.779
CMCC-ESM2_CCAM	[-]	31.3	31.3	31.3	-0.00889	0.646	0.192	0.900	0.866	0.984	0.987	0.921
CMCC-ESM2_CMIP6	[-]	29.8	29.8	31.2	-1.39	1.67	0.677	0.671	0.810	0.949	0.999	0.848
CNRM-ESM2-1_CCAM	[-]	29.0	29.0	31.3	-2.30	2.39	0.206	0.510	0.843	0.986	0.986	0.834
CNRM-ESM2-1_CMIP6	[-]	30.5	30.5	31.0	-0.546	1.26	0.391	0.800	0.763	0.974	0.924	0.845
EC-Earth3_BARPA	[-]	32.4	32.4	31.3	1.08	1.47	0.578	0.744	0.765	0.954	0.996	0.845
EC-Earth3_CCAM	[-]	31.1	31.1	31.3	-0.225	0.932	0.192	0.832	0.824	0.987	0.955	0.885
EC-Earth3_CMIP6	[-]	30.4	30.4	31.2	-0.795	1.41	0.334	0.751	0.756	0.978	0.983	0.845
ERA5_BARPA	[-]	31.9	31.9	31.3	0.573	0.989	0.926	0.842	0.813	0.915	0.999	0.876
ERA5_CCAM	[-]	30.8	30.8	31.3	-0.562	0.799	0.453	0.823	0.877	0.969	0.986	0.906
MPI-ESM1-2-HR_BARPA	[-]	32.4	32.4	31.3	1.08	1.57	0.521	0.729	0.725	0.964	1.00	0.829
MPI-ESM1-2-HR_CMIP6	[-]	31.8	31.8	31.2	0.643	1.38	0.484	0.801	0.726	0.968	0.997	0.844
NorESM2-MM_BARPA	[-]	32.0	32.0	31.3	0.653	1.48	0.925	0.820	0.709	0.925	1.00	0.832
NorESM2-MM_CCAM	[-]	28.7	28.7	31.3	-2.60	2.70	0.353	0.471	0.815	0.976	0.993	0.814
NorESM2-MM_CMIP6	[-]	29.3	29.3	31.2	-1.88	2.00	0.577	0.590	0.839	0.962	0.977	0.841

	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	[-]	32.9
ACCESS-CM2_BARPA	[-]	34.1	34.0	32.9	1.05	1.53	1.02	0.683	0.703	0.916	0.982	0.797
ACCESS-CM2_CCAM	[-]	33.0	32.9	32.9	0.00529	1.45	0.625	0.804	0.632	0.945	0.976	0.798
ACCESS-CM2_CMIP6	[-]	32.9	32.9	32.6	0.262	1.53	1.23	0.798	0.601	0.886	0.857	0.748
ACCESS-ESM1-5_BARPA	[-]	34.7	34.6	32.9	1.69	1.90	0.571	0.552	0.758	0.949	0.995	0.803
ACCESS-ESM1-5_CCAM	[-]	33.9	33.8	32.9	0.908	1.70	0.640	0.709	0.616	0.944	0.987	0.774
ACCESS-ESM1-5_CMIP6	[-]	33.2	33.2	32.7	0.462	1.42	0.709	0.766	0.653	0.943	0.904	0.784
CESM2_BARPA	[-]	34.8	34.7	32.9	1.77	2.15	0.958	0.535	0.677	0.891	0.995	0.755
CESM2_CCAM	[-]	34.3	34.2	32.9	1.23	1.89	1.03	0.639	0.620	0.917	0.999	0.759
CMCC-ESM2_BARPA	[-]	35.1	35.0	32.9	2.02	2.49	2.19	0.492	0.623	0.667	1.00	0.681
CMCC-ESM2_CCAM	[-]	32.5	32.4	32.9	-0.518	1.47	0.673	0.778	0.670	0.942	0.953	0.803
CMCC-ESM2_CMIP6	[-]	31.8	31.8	32.8	-0.990	1.78	1.39	0.696	0.645	0.820	0.995	0.760
CNRM-ESM2-1_CCAM	[-]	30.7	30.6	32.9	-2.30	2.48	0.740	0.454	0.745	0.935	0.980	0.772
CNRM-ESM2-1_CMIP6	[-]	33.5	33.5	32.8	0.687	1.02	0.246	0.747	0.792	0.984	0.999	0.863
EC-Earth3_BARPA	[-]	34.2	34.0	32.9	1.11	1.39	0.528	0.674	0.765	0.952	1.00	0.831
EC-Earth3_CCAM	[-]	32.0	31.9	32.9	-1.03	1.79	0.385	0.679	0.625	0.958	0.994	0.776
EC-Earth3_CMIP6	[-]	31.9	31.9	32.8	-0.880	2.20	0.401	0.632	0.541	0.961	0.934	0.722
ERA5_BARPA	[-]	33.8	33.7	32.9	0.789	1.14	0.621	0.741	0.791	0.935	0.991	0.850
ERA5_CCAM	[-]	32.4	32.3	32.9	-0.645	1.22	0.558	0.758	0.730	0.947	0.988	0.831
MPI-ESM1-2-HR_BARPA	[-]	34.4	34.3	32.9	1.34	1.71	0.958	0.620	0.701	0.926	1.00	0.790
MPI-ESM1-2-HR_CMIP6	[-]	34.1	34.1	32.8	1.24	1.66	0.549	0.645	0.694	0.955	0.967	0.791
NorESM2-MM_BARPA	[-]	33.8	33.7	32.9	0.799	1.64	1.07	0.730	0.659	0.900	0.961	0.782
NorESM2-MM_CCAM	[-]	30.8	30.8	32.9	-2.18	2.41	0.804	0.478	0.711	0.933	0.958	0.758
NorESM2-MM_CMIP6	[-]	32.0	32.0	32.8	-0.868	1.31	0.833	0.690	0.789	0.939	0.949	0.831

	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	[-]	21.7
ACCESS-CM2_BARPA	[-]	22.1	22.1	21.7	0.360	1.09	0.108	0.921	0.854	0.993	0.992	0.923
ACCESS-CM2_CCAM	[-]	22.7	22.7	21.7	0.991	1.85	0.0429	0.844	0.780	0.997	1.00	0.880
ACCESS-CM2_CMIP6	[-]	21.1	21.1	21.6	-0.416	1.47	0.0480	0.895	0.824	0.997	0.989	0.906
ACCESS-ESM1-5_BARPA	[-]	23.2	23.2	21.7	1.50	1.85	0.0784	0.777	0.842	0.995	0.987	0.889
ACCESS-ESM1-5_CCAM	[-]	23.2	23.2	21.7	1.44	2.04	0.0442	0.786	0.789	0.997	1.00	0.872
ACCESS-ESM1-5_CMIP6	[-]	21.9	21.9	21.6	0.234	1.36	0.107	0.890	0.838	0.993	0.947	0.901
CESM2_BARPA	[-]	21.0	21.1	21.7	-0.662	1.19	0.0652	0.894	0.857	0.996	0.989	0.919
CESM2_CCAM	[-]	22.4	22.4	21.7	0.697	1.55	0.0611	0.885	0.802	0.996	0.999	0.897
CMCC-ESM2_BARPA	[-]	21.7	21.7	21.7	0.00149	0.981	0.106	0.953	0.861	0.993	0.993	0.932
CMCC-ESM2_CCAM	[-]	21.8	21.8	21.7	0.103	0.958	0.0665	0.922	0.877	0.996	1.00	0.934
CMCC-ESM2_CMIP6	[-]	21.2	21.2	21.6	-0.391	0.969	0.129	0.892	0.906	0.992	0.997	0.939
CNRM-ESM2-1_CCAM	[-]	22.1	22.1	21.7	0.390	1.35	0.914	0.911	0.820	0.941	0.998	0.898
CNRM-ESM2-1_CMIP6	[-]	23.0	23.0	21.6	1.46	1.71	0.872	0.778	0.871	0.944	1.00	0.893
EC-Earth3_BARPA	[-]	24.0	24.0	21.7	2.30	2.40	0.0202	0.682	0.895	0.999	0.989	0.892
EC-Earth3_CCAM	[-]	24.6	24.6	21.7	2.88	2.97	0.0306	0.619	0.886	0.998	1.00	0.878
EC-Earth3_CMIP6	[-]	24.0	24.0	21.6	2.38	2.48	0.0216	0.671	0.898	0.999	0.991	0.891
ERA5_BARPA	[-]	21.6	21.7	21.8	-0.0976	0.684	0.0373	0.948	0.912	0.998	0.994	0.953
ERA5_CCAM	[-]	22.4	22.4	21.8	0.608	1.00	0.0571	0.891	0.892	0.996	0.999	0.934
MPI-ESM1-2-HR_BARPA	[-]	22.1	22.1	21.7	0.361	1.18	0.0692	0.919	0.842	0.996	0.984	0.917
MPI-ESM1-2-HR_CMIP6	[-]	22.3	22.3	21.7	0.587	1.47	0.0546	0.891	0.811	0.996	1.00	0.902
NorESM2-MM_BARPA	[-]	20.8	20.9	21.7	-0.860	1.33	0.532	0.865	0.854	0.966	0.997	0.907
NorESM2-MM_CCAM	[-]	20.4	20.4	21.7	-1.35	1.68	0.0533	0.802	0.857	0.997	0.993	0.901
NorESM2-MM_CMIP6	[-]	20.1	20.1	21.6	-1.41	1.67	0.306	0.787	0.874	0.980	0.981	0.899

	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	[-]	30.6
ACCESS-CM2_BARPA	[-]	31.0	31.0	30.6	0.458	1.25	0.418	0.917	0.820	0.972	0.997	0.905
ACCESS-CM2_CCAM	[-]	30.7	30.7	30.6	0.0971	1.28	0.367	0.946	0.805	0.975	0.990	0.904
ACCESS-CM2_CMIP6	[-]	29.8	29.8	30.6	-0.774	1.51	0.388	0.870	0.799	0.974	0.998	0.888
ACCESS-ESM1-5_BARPA	[-]	32.1	32.1	30.6	1.54	1.82	0.503	0.760	0.847	0.966	0.999	0.884
ACCESS-ESM1-5_CCAM	[-]	31.3	31.3	30.6	0.771	1.28	0.645	0.872	0.838	0.956	1.00	0.901
ACCESS-ESM1-5_CMIP6	[-]	29.9	29.9	30.6	-0.628	1.44	0.705	0.880	0.812	0.953	0.991	0.889
CESM2_BARPA	[-]	31.0	31.1	30.6	0.480	1.34	0.514	0.893	0.815	0.947	0.964	0.887
CESM2_CCAM	[-]	31.1	31.1	30.6	0.517	1.08	0.434	0.906	0.851	0.971	0.998	0.915
CMCC-ESM2_BARPA	[-]	31.6	31.6	30.6	1.07	1.86	0.313	0.823	0.768	0.967	0.972	0.860
CMCC-ESM2_CCAM	[-]	30.2	30.2	30.6	-0.394	1.20	0.374	0.921	0.824	0.970	0.998	0.908
CMCC-ESM2_CMIP6	[-]	29.7	29.7	30.6	-0.870	1.64	0.752	0.846	0.791	0.911	0.974	0.863
CNRM-ESM2-1_CCAM	[-]	29.1	29.1	30.6	-1.47	1.72	0.666	0.763	0.871	0.954	0.948	0.882
CNRM-ESM2-1_CMIP6	[-]	30.8	30.8	30.6	0.199	0.820	0.639	0.928	0.891	0.958	0.992	0.932
EC-Earth3_BARPA	[-]	32.4	32.4	30.6	1.79	1.94	0.276	0.730	0.877	0.973	0.996	0.891
EC-Earth3_CCAM	[-]	31.7	31.7	30.6	1.12	1.57	0.519	0.821	0.865	0.955	0.893	0.880
EC-Earth3_CMIP6	[-]	31.3	31.3	30.5	0.797	1.50	0.655	0.849	0.841	0.942	0.909	0.876
ERA5_BARPA	[-]	31.0	31.0	30.6	0.414	0.871	0.295	0.925	0.878	0.969	0.996	0.929
ERA5_CCAM	[-]	30.6	30.6	30.6	-0.0116	0.563	0.214	0.944	0.927	0.980	1.00	0.955
MPI-ESM1-2-HR_BARPA	[-]	31.8	31.8	30.6	1.24	1.49	0.472	0.801	0.864	0.968	0.998	0.899
MPI-ESM1-2-HR_CMIP6	[-]	31.8	31.8	30.5	1.24	1.61	0.614	0.804	0.835	0.959	0.997	0.886
NorESM2-MM_BARPA	[-]	30.0	30.1	30.6	-0.523	1.91	0.354	0.891	0.732	0.965	0.983	0.861
NorESM2-MM_CCAM	[-]	28.0	28.0	30.6	-2.61	2.77	0.579	0.628	0.858	0.960	1.00	0.861
NorESM2-MM_CMIP6	[-]	29.0	29.0	30.6	-1.59	1.80	0.331	0.754	0.875	0.976	0.997	0.896

	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	[-]	27.0
ACCESS-CM2_BARPA	[-]	27.5	27.5	27.0	0.555	1.24	0.235	0.908	0.839	0.985	1.00	0.914
ACCESS-CM2_CCAM	[-]	27.8	27.9	27.0	0.864	1.65	0.0119	0.863	0.798	0.999	0.975	0.887
ACCESS-CM2_CMIP6	[-]	26.5	26.5	26.9	-0.456	1.31	0.0586	0.907	0.825	0.996	0.990	0.909
ACCESS-ESM1-5_BARPA	[-]	28.8	28.8	27.0	1.80	2.05	0.105	0.740	0.852	0.993	1.00	0.887
ACCESS-ESM1-5_CCAM	[-]	28.1	28.1	27.0	1.07	1.70	0.0629	0.836	0.806	0.996	0.999	0.889
ACCESS-ESM1-5_CMIP6	[-]	26.8	26.8	26.8	0.0363	1.20	0.191	0.923	0.834	0.987	0.991	0.914
CESM2_BARPA	[-]	26.8	26.8	27.0	-0.179	1.07	0.0171	0.927	0.860	0.999	0.987	0.926
CESM2_CCAM	[-]	27.5	27.6	27.0	0.558	1.34	0.00815	0.906	0.822	0.999	0.991	0.908
CMCC-ESM2_BARPA	[-]	27.4	27.4	27.0	0.408	1.42	0.110	0.921	0.809	0.993	0.985	0.904
CMCC-ESM2_CCAM	[-]	26.8	26.8	27.0	-0.151	0.986	0.164	0.935	0.866	0.989	0.993	0.930
CMCC-ESM2_CMIP6	[-]	26.4	26.4	26.9	-0.523	0.983	0.187	0.902	0.890	0.985	0.994	0.932
CNRM-ESM2-1_CCAM	[-]	26.7	26.7	27.0	-0.334	1.27	0.375	0.877	0.859	0.976	0.873	0.889
CNRM-ESM2-1_CMIP6	[-]	28.2	28.2	27.0	1.23	1.63	0.256	0.804	0.848	0.984	0.863	0.869
EC-Earth3_BARPA	[-]	29.5	29.5	27.0	2.46	2.58	0.0220	0.663	0.880	0.999	0.991	0.883
EC-Earth3_CCAM	[-]	29.7	29.7	27.0	2.70	2.79	0.0964	0.638	0.901	0.994	0.938	0.874
EC-Earth3_CMIP6	[-]	29.0	29.0	26.9	2.11	2.23	0.187	0.703	0.895	0.987	0.946	0.885
ERA5_BARPA	[-]	27.2	27.2	27.0	0.207	0.768	0.0149	0.947	0.897	0.999	1.00	0.948
ERA5_CCAM	[-]	27.7	27.7	27.0	0.724	0.928	0.00804	0.881	0.916	0.999	0.993	0.941
MPI-ESM1-2-HR_BARPA	[-]	27.9	27.9	27.0	0.889	1.30	0.0888	0.862	0.860	0.994	0.999	0.915
MPI-ESM1-2-HR_CMIP6	[-]	27.9	27.9	27.0	0.961	1.44	0.225	0.847	0.847	0.985	1.00	0.905
NorESM2-MM_BARPA	[-]	26.1	26.1	27.0	-0.920	1.63	0.0247	0.845	0.816	0.998	1.00	0.895
NorESM2-MM_CCAM	[-]	24.9	24.9	27.0	-2.11	2.42	0.0601	0.704	0.834	0.996	0.996	0.873
NorESM2-MM_CMIP6	[-]	25.4	25.4	26.9	-1.50	1.81	0.00749	0.776	0.855	1.00	0.999	0.897

	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	[-]	15.0
ACCESS-CM2_BARPA	[-]	15.0	15.0	15.0	0.00648	0.771	0.635	0.854	0.891	0.959	0.953	0.909
ACCESS-CM2_CCAM	[-]	16.0	16.0	15.0	0.964	1.43	0.423	0.761	0.776	0.973	0.979	0.853
ACCESS-CM2_CMIP6	[-]	14.5	14.5	14.2	0.340	0.744	0.497	0.861	0.867	0.968	0.239	0.760
ACCESS-ESM1-5_BARPA	[-]	15.9	15.9	15.0	0.875	1.19	0.692	0.771	0.848	0.956	0.955	0.875
ACCESS-ESM1-5_CCAM	[-]	16.2	16.1	15.0	1.13	1.51	0.231	0.736	0.784	0.985	0.986	0.855
ACCESS-ESM1-5_CMIP6	[-]	16.3	16.3	15.1	1.23	1.39	0.00	0.644	0.795	1.00	1.00	0.847
CESM2_BARPA	[-]	13.5	13.6	15.0	-1.43	1.61	0.155	0.687	0.861	0.990	0.968	0.873
CESM2_CCAM	[-]	14.3	14.2	15.0	-0.810	1.31	0.213	0.803	0.792	0.986	0.974	0.869
CMCC-ESM2_BARPA	[-]	14.5	14.5	15.0	-0.488	0.924	0.116	0.807	0.904	0.993	0.926	0.907
CMCC-ESM2_CCAM	[-]	15.4	15.4	15.0	0.409	0.815	0.174	0.838	0.895	0.989	0.938	0.911
CMCC-ESM2_CMIP6	[-]	15.2	15.2	15.1	0.126	0.863	0.00	0.909	0.794	1.00	1.00	0.899
CNRM-ESM2-1_CCAM	[-]	15.4	15.3	15.0	0.342	1.02	0.692	0.845	0.813	0.956	0.971	0.880
CNRM-ESM2-1_CMIP6	[-]	15.7	15.7	14.9	0.800	0.823	0.00	0.781	0.943	1.00	0.505	0.834
EC-Earth3_BARPA	[-]	16.4	16.4	15.0	1.45	1.55	0.173	0.681	0.871	0.989	0.954	0.873
EC-Earth3_CCAM	[-]	17.5	17.5	15.0	2.46	2.54	0.250	0.515	0.852	0.984	0.978	0.836
EC-Earth3_CMIP6	[-]	16.5	16.5	14.9	1.63	1.71	0.488	0.642	0.870	0.969	0.904	0.851
ERA5_BARPA	[-]	14.5	14.5	15.0	-0.499	0.826	0.0963	0.820	0.929	0.994	0.968	0.928
ERA5_CCAM	[-]	15.8	15.8	15.0	0.791	1.03	0.213	0.795	0.870	0.986	0.984	0.901
MPI-ESM1-2-HR_BARPA	[-]	14.3	14.3	15.0	-0.715	1.16	0.0768	0.797	0.833	0.995	0.946	0.881
MPI-ESM1-2-HR_CMIP6	[-]	14.4	14.4	14.9	-0.468	1.46	0.00	0.745	0.760	1.00	0.0854	0.670
NorESM2-MM_BARPA	[-]	14.0	14.0	15.0	-0.957	1.18	0.692	0.756	0.913	0.956	0.939	0.896
NorESM2-MM_CCAM	[-]	14.2	14.1	15.0	-0.919	1.27	0.557	0.780	0.826	0.964	0.990	0.877
NorESM2-MM_CMIP6	[-]	14.5	14.5	15.1	-0.575	0.766	0.488	0.855	0.870	0.969	0.482	0.809

	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	[-]	13.6
ACCESS-CM2_BARPA	[-]	13.2	13.2	13.6	-0.426	0.713	0.0474	0.857	0.878	0.997	0.983	0.919
ACCESS-CM2_CCAM	[-]	14.0	13.9	13.6	0.349	0.884	0.0474	0.857	0.807	0.997	0.983	0.890
ACCESS-CM2_CMIP6	[-]	13.3	13.3	13.5	-0.161	0.648	0.00	0.944	0.798	1.00	1.00	0.908
ACCESS-ESM1-5_BARPA	[-]	13.9	13.8	13.6	0.187	0.641	0.0474	0.890	0.862	0.997	0.989	0.920
ACCESS-ESM1-5_CCAM	[-]	13.8	13.8	13.6	0.181	0.775	0.0936	0.875	0.829	0.994	0.986	0.903
ACCESS-ESM1-5_CMIP6	[-]	15.2	15.2	13.9	1.35	1.61	0.496	0.672	0.780	0.968	0.921	0.824
CESM2_BARPA	[-]	11.8	11.7	13.6	-1.88	1.96	0.637	0.568	0.855	0.959	0.991	0.846
CESM2_CCAM	[-]	12.1	12.0	13.6	-1.56	1.72	0.701	0.631	0.819	0.955	0.967	0.838
CMCC-ESM2_BARPA	[-]	12.7	12.6	13.6	-0.953	1.04	0.794	0.759	0.901	0.949	0.976	0.897
CMCC-ESM2_CCAM	[-]	13.7	13.7	13.6	0.106	0.646	0.888	0.870	0.876	0.943	0.963	0.905
CMCC-ESM2_CMIP6	[-]	14.2	14.2	13.5	0.724	1.81	0.651	0.726	0.773	0.958	0.892	0.824
CNRM-ESM2-1_CCAM	[-]	13.1	13.1	13.6	-0.518	0.801	0.436	0.839	0.875	0.972	0.962	0.905
CNRM-ESM2-1_CMIP6	[-]	15.0	15.0	13.9	1.04	1.10	0.00	0.725	0.907	1.00	0.900	0.888
EC-Earth3_BARPA	[-]	14.7	14.7	13.6	1.09	1.23	0.0474	0.714	0.851	0.997	0.980	0.879
EC-Earth3_CCAM	[-]	15.6	15.5	13.6	1.95	2.03	0.0474	0.552	0.839	0.997	0.973	0.840
EC-Earth3_CMIP6	[-]	15.6	15.6	13.6	1.97	2.10	0.00	0.551	0.804	1.00	0.995	0.831
ERA5_BARPA	[-]	13.0	13.0	13.6	-0.646	0.759	0.279	0.821	0.933	0.982	0.987	0.931
ERA5_CCAM	[-]	14.1	14.0	13.6	0.419	0.633	0.405	0.851	0.906	0.974	0.987	0.925
MPI-ESM1-2-HR_BARPA	[-]	12.3	12.2	13.6	-1.39	1.51	0.653	0.666	0.849	0.958	0.977	0.860
MPI-ESM1-2-HR_CMIP6	[-]	12.8	12.8	13.4	-0.640	1.16	0.784	0.800	0.717	0.950	0.972	0.831
NorESM2-MM_BARPA	[-]	12.4	12.4	13.6	-1.24	1.29	0.0474	0.699	0.911	0.997	0.979	0.899
NorESM2-MM_CCAM	[-]	12.2	12.1	13.6	-1.49	1.59	0.0474	0.642	0.858	0.997	0.990	0.869
NorESM2-MM_CMIP6	[-]	13.4	13.4	13.5	-0.123	0.951	0.00	0.786	0.852	1.00	0.436	0.785

	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	[-]	17.6
ACCESS-CM2_BARPA	[-]	17.8	17.6	17.6	-0.0339	0.984	0.369	0.852	0.877	0.976	0.929	0.902
ACCESS-CM2_CCAM	[-]	19.5	19.3	17.6	1.71	2.19	0.151	0.676	0.756	0.990	0.916	0.819
ACCESS-CM2_CMIP6	[-]	18.1	18.1	18.0	0.0944	1.04	0.321	0.882	0.793	0.979	0.974	0.885
ACCESS-ESM1-5_BARPA	[-]	18.9	18.7	17.6	1.03	1.39	0.123	0.777	0.850	0.992	0.935	0.881
ACCESS-ESM1-5_CCAM	[-]	19.8	19.7	17.6	2.03	2.37	0.0845	0.637	0.770	0.995	0.951	0.824
ACCESS-ESM1-5_CMIP6	[-]	19.6	19.6	18.2	1.40	1.79	0.00	0.714	0.763	1.00	0.986	0.845
CESM2_BARPA	[-]	16.7	16.4	17.6	-1.19	1.48	0.0937	0.774	0.863	0.994	0.942	0.887
CESM2_CCAM	[-]	19.1	18.9	17.6	1.30	2.10	0.0936	0.724	0.722	0.994	0.911	0.815
CMCC-ESM2_BARPA	[-]	17.5	17.2	17.6	-0.397	1.02	0.0938	0.838	0.887	0.994	0.930	0.907
CMCC-ESM2_CCAM	[-]	18.6	18.4	17.6	0.777	1.22	0.0939	0.793	0.876	0.994	0.919	0.892
CMCC-ESM2_CMIP6	[-]	18.5	18.5	17.6	0.880	1.20	0.332	0.820	0.857	0.979	0.795	0.861
CNRM-ESM2-1_CCAM	[-]	18.9	18.8	17.6	1.15	1.91	0.890	0.745	0.743	0.943	0.910	0.817
CNRM-ESM2-1_CMIP6	[-]	18.3	18.3	17.0	1.35	1.53	0.660	0.728	0.866	0.958	0.756	0.835
EC-Earth3_BARPA	[-]	19.2	19.0	17.6	1.36	1.56	0.0846	0.737	0.871	0.995	0.931	0.881
EC-Earth3_CCAM	[-]	20.9	20.7	17.6	3.07	3.20	0.0658	0.510	0.822	0.996	0.938	0.818
EC-Earth3_CMIP6	[-]	20.3	20.3	17.9	2.46	2.65	0.169	0.578	0.805	0.989	0.999	0.835
ERA5_BARPA	[-]	17.3	17.0	17.6	-0.613	1.02	0.0844	0.822	0.920	0.995	0.957	0.923
ERA5_CCAM	[-]	18.9	18.7	17.6	1.09	1.38	0.0843	0.761	0.879	0.995	0.949	0.893
MPI-ESM1-2-HR_BARPA	[-]	18.0	17.7	17.6	0.0784	1.28	0.0845	0.842	0.811	0.995	0.882	0.868
MPI-ESM1-2-HR_CMIP6	[-]	18.9	18.9	17.6	1.30	2.40	0.00	0.757	0.650	1.00	0.979	0.807
NorESM2-MM_BARPA	[-]	16.8	16.5	17.6	-1.12	1.39	0.743	0.773	0.893	0.952	0.930	0.888
NorESM2-MM_CCAM	[-]	17.5	17.4	17.6	-0.253	1.13	0.104	0.868	0.835	0.993	0.946	0.895
NorESM2-MM_CMIP6	[-]	17.2	17.2	17.6	-0.413	0.833	0.660	0.872	0.870	0.958	0.949	0.904

	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	[-]	17.8
ACCESS-CM2_BARPA	[-]	18.5	18.6	17.8	0.782	1.22	0.102	0.832	0.823	0.993	0.995	0.893
ACCESS-CM2_CCAM	[-]	19.9	19.9	17.8	2.07	2.58	0.385	0.632	0.710	0.975	0.975	0.801
ACCESS-CM2_CMIP6	[-]	16.6	16.6	17.1	-0.544	0.792	0.00	0.867	0.876	1.00	0.466	0.817
ACCESS-ESM1-5_BARPA	[-]	19.4	19.4	17.8	1.64	1.90	0.261	0.691	0.814	0.983	0.989	0.858
ACCESS-ESM1-5_CCAM	[-]	19.8	19.7	17.8	1.93	2.36	0.701	0.652	0.742	0.955	0.992	0.816
ACCESS-ESM1-5_CMIP6	[-]	19.0	19.0	18.2	0.780	1.11	0.492	0.857	0.862	0.968	0.833	0.877
CESM2_BARPA	[-]	17.0	17.1	17.8	-0.740	1.14	0.780	0.846	0.840	0.950	0.997	0.894
CESM2_CCAM	[-]	18.4	18.4	17.8	0.598	1.52	0.870	0.870	0.742	0.944	0.984	0.857
CMCC-ESM2_BARPA	[-]	17.8	17.8	17.8	0.0432	0.702	0.847	0.938	0.874	0.946	0.998	0.926
CMCC-ESM2_CCAM	[-]	19.0	18.9	17.8	1.12	1.41	0.870	0.777	0.829	0.944	1.00	0.876
CMCC-ESM2_CMIP6	[-]	17.8	17.8	17.9	-0.101	0.426	0.983	0.940	0.924	0.937	0.959	0.937
CNRM-ESM2-1_CCAM	[-]	19.2	19.2	17.8	1.38	1.87	0.113	0.734	0.758	0.993	1.00	0.848
CNRM-ESM2-1_CMIP6	[-]	18.5	18.5	16.6	1.92	1.98	0.00	0.564	0.870	1.00	1.00	0.861
EC-Earth3_BARPA	[-]	20.4	20.5	17.8	2.68	2.80	0.215	0.550	0.839	0.986	0.979	0.839
EC-Earth3_CCAM	[-]	21.5	21.4	17.8	3.65	3.77	0.510	0.445	0.813	0.967	0.995	0.807
EC-Earth3_CMIP6	[-]	20.4	20.4	17.6	2.76	2.89	0.247	0.525	0.813	0.984	0.999	0.827
ERA5_BARPA	[-]	18.2	18.2	17.8	0.378	0.739	0.645	0.894	0.889	0.959	0.994	0.925
ERA5_CCAM	[-]	19.5	19.5	17.8	1.64	1.82	0.848	0.693	0.841	0.946	0.998	0.864
MPI-ESM1-2-HR_BARPA	[-]	17.9	18.0	17.8	0.177	1.07	0.836	0.930	0.802	0.946	0.993	0.895
MPI-ESM1-2-HR_CMIP6	[-]	18.4	18.4	17.8	0.618	1.43	0.983	0.869	0.753	0.937	0.905	0.843
NorESM2-MM_BARPA	[-]	17.3	17.4	17.8	-0.429	0.801	0.113	0.890	0.885	0.993	0.999	0.930
NorESM2-MM_CCAM	[-]	17.4	17.4	17.8	-0.426	0.958	0.408	0.890	0.848	0.974	0.999	0.912
NorESM2-MM_CMIP6	[-]	17.3	17.3	17.9	-0.594	0.823	0.198	0.867	0.878	0.987	1.00	0.922

	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	[-]	22.0
ACCESS-CM2_BARPA	[-]	22.9	22.7	22.0	0.692	1.41	0.765	0.857	0.790	0.951	1.00	0.878
ACCESS-CM2_CCAM	[-]	24.0	23.8	22.0	1.79	2.47	0.504	0.689	0.713	0.968	0.995	0.816
ACCESS-CM2_CMIP6	[-]	21.5	21.5	20.7	0.754	1.42	0.250	0.815	0.736	0.984	1.00	0.854
ACCESS-ESM1-5_BARPA	[-]	23.9	23.7	22.0	1.68	2.01	0.253	0.709	0.807	0.984	0.996	0.860
ACCESS-ESM1-5_CCAM	[-]	23.6	23.5	22.0	1.49	2.07	0.198	0.733	0.754	0.987	0.997	0.845
ACCESS-ESM1-5_CMIP6	[-]	22.8	22.8	21.5	1.32	1.74	0.323	0.770	0.803	0.979	0.977	0.867
CESM2_BARPA	[-]	21.6	21.4	22.0	-0.658	1.18	0.0915	0.857	0.848	0.994	0.997	0.909
CESM2_CCAM	[-]	22.8	22.7	22.0	0.607	1.40	0.0852	0.852	0.796	0.995	0.986	0.885
CMCC-ESM2_BARPA	[-]	22.2	22.0	22.0	-0.0816	1.01	0.260	0.926	0.843	0.983	0.999	0.919
CMCC-ESM2_CCAM	[-]	22.8	22.7	22.0	0.628	1.34	0.0915	0.855	0.805	0.994	1.00	0.892
CMCC-ESM2_CMIP6	[-]	21.4	21.4	21.6	-0.192	1.36	0.277	0.778	0.888	0.982	0.863	0.880
CNRM-ESM2-1_CCAM	[-]	23.2	23.1	22.0	1.05	1.69	0.885	0.797	0.769	0.943	1.00	0.856
CNRM-ESM2-1_CMIP6	[-]	24.7	24.7	22.3	2.44	2.71	0.790	0.605	0.782	0.949	0.985	0.821
EC-Earth3_BARPA	[-]	24.8	24.6	22.0	2.56	2.67	0.146	0.594	0.866	0.991	0.992	0.862
EC-Earth3_CCAM	[-]	25.5	25.4	22.0	3.37	3.49	0.0988	0.503	0.835	0.994	0.988	0.831
EC-Earth3_CMIP6	[-]	24.0	24.0	21.4	2.59	2.73	0.146	0.588	0.843	0.991	0.842	0.821
ERA5_BARPA	[-]	22.6	22.4	22.1	0.327	0.889	0.146	0.911	0.867	0.991	0.999	0.927
ERA5_CCAM	[-]	23.4	23.3	22.1	1.22	1.53	0.119	0.771	0.836	0.992	1.00	0.887
MPI-ESM1-2-HR_BARPA	[-]	22.9	22.7	22.0	0.624	1.30	0.0980	0.867	0.805	0.994	0.995	0.893
MPI-ESM1-2-HR_CMIP6	[-]	23.2	23.2	21.9	1.27	1.60	0.00	0.768	0.818	1.00	0.985	0.878
NorESM2-MM_BARPA	[-]	21.5	21.3	22.0	-0.726	1.37	0.311	0.847	0.812	0.980	0.996	0.889
NorESM2-MM_CCAM	[-]	20.8	20.7	22.0	-1.37	1.83	0.0789	0.761	0.800	0.995	0.996	0.870
NorESM2-MM_CMIP6	[-]	20.6	20.6	21.6	-1.03	1.56	0.00	0.810	0.811	1.00	0.966	0.880

	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	[-]	23.6
ACCESS-CM2_BARPA	[-]	23.9	23.9	23.6	0.284	1.21	0.0617	0.913	0.815	0.996	0.998	0.907
ACCESS-CM2_CCAM	[-]	25.1	25.1	23.6	1.42	2.05	0.109	0.760	0.760	0.993	0.983	0.851
ACCESS-CM2_CMIP6	[-]	23.4	23.4	23.3	0.0656	1.36	0.152	0.907	0.789	0.990	0.960	0.887
ACCESS-ESM1-5_BARPA	[-]	25.2	25.2	23.6	1.59	1.94	0.155	0.740	0.815	0.990	1.00	0.872
ACCESS-ESM1-5_CCAM	[-]	25.1	25.1	23.6	1.45	2.08	0.135	0.758	0.760	0.991	0.997	0.853
ACCESS-ESM1-5_CMIP6	[-]	24.2	24.2	23.4	0.802	1.24	0.453	0.853	0.841	0.971	0.996	0.901
CESM2_BARPA	[-]	22.8	22.9	23.6	-0.762	1.23	0.127	0.855	0.864	0.992	0.995	0.914
CESM2_CCAM	[-]	23.9	23.9	23.6	0.232	1.51	0.115	0.901	0.777	0.993	0.998	0.889
CMCC-ESM2_BARPA	[-]	23.4	23.5	23.6	-0.168	1.03	0.113	0.918	0.854	0.993	0.994	0.922
CMCC-ESM2_CCAM	[-]	23.9	23.9	23.6	0.263	1.03	0.150	0.899	0.854	0.990	0.995	0.919
CMCC-ESM2_CMIP6	[-]	22.9	22.9	23.3	-0.386	0.880	0.188	0.891	0.889	0.988	0.984	0.928
CNRM-ESM2-1_CCAM	[-]	23.5	23.4	23.6	-0.186	1.50	0.231	0.859	0.796	0.985	0.939	0.875
CNRM-ESM2-1_CMIP6	[-]	24.6	24.6	23.5	1.10	1.63	0.197	0.793	0.798	0.987	0.972	0.870
EC-Earth3_BARPA	[-]	25.9	25.8	23.6	2.21	2.47	0.151	0.658	0.820	0.990	0.996	0.857
EC-Earth3_CCAM	[-]	26.7	26.6	23.6	3.00	3.14	0.0781	0.571	0.835	0.995	0.988	0.845
EC-Earth3_CMIP6	[-]	25.8	25.8	23.7	2.17	2.33	0.143	0.664	0.855	0.991	0.987	0.871
ERA5_BARPA	[-]	23.4	23.4	23.7	-0.266	0.744	0.0988	0.916	0.906	0.994	0.996	0.943
ERA5_CCAM	[-]	24.6	24.6	23.7	0.930	1.21	0.163	0.832	0.869	0.990	0.985	0.909
MPI-ESM1-2-HR_BARPA	[-]	23.4	23.4	23.6	-0.218	1.22	0.210	0.911	0.816	0.987	0.997	0.905
MPI-ESM1-2-HR_CMIP6	[-]	23.9	23.9	23.7	0.204	1.10	0.166	0.920	0.836	0.989	0.996	0.915
NorESM2-MM_BARPA	[-]	22.6	22.6	23.6	-1.04	1.45	0.114	0.823	0.854	0.993	0.994	0.904
NorESM2-MM_CCAM	[-]	22.3	22.3	23.6	-1.34	1.81	0.129	0.786	0.820	0.992	0.992	0.882
NorESM2-MM_CMIP6	[-]	22.0	22.0	23.3	-1.28	1.51	0.262	0.780	0.876	0.983	0.995	0.902

	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	[-]	29.8
ACCESS-CM2_BARPA	[-]	31.0	30.9	29.8	1.16	1.49	0.841	0.546	0.703	0.934	0.963	0.770
ACCESS-CM2_CCAM	[-]	31.1	30.9	29.8	1.19	1.75	0.884	0.565	0.563	0.932	0.994	0.723
ACCESS-CM2_CMIP6	[-]	28.9	28.9	28.6	0.208	1.02	1.03	0.816	0.614	0.907	0.965	0.783
ACCESS-ESM1-5_BARPA	[-]	31.4	31.3	29.8	1.57	1.72	0.419	0.468	0.771	0.968	0.977	0.791
ACCESS-ESM1-5_CCAM	[-]	31.6	31.5	29.8	1.76	1.93	0.347	0.437	0.706	0.974	0.993	0.763
ACCESS-ESM1-5_CMIP6	[-]	30.8	30.8	29.9	0.921	1.42	0.761	0.655	0.587	0.950	0.218	0.599
CESM2_BARPA	[-]	31.6	31.5	29.8	1.76	1.89	0.580	0.432	0.776	0.953	0.981	0.783
CESM2_CCAM	[-]	31.4	31.2	29.8	1.48	1.71	0.407	0.499	0.687	0.970	0.995	0.768
CMCC-ESM2_BARPA	[-]	31.4	31.3	29.8	1.55	1.78	0.527	0.469	0.721	0.954	0.973	0.768
CMCC-ESM2_CCAM	[-]	30.5	30.3	29.8	0.575	0.892	0.259	0.738	0.789	0.982	0.981	0.856
CMCC-ESM2_CMIP6	[-]	29.7	29.7	30.0	-0.248	0.998	0.570	0.673	0.697	0.962	0.978	0.801
CNRM-ESM2-1_CCAM	[-]	28.5	28.4	29.8	-1.36	1.61	0.403	0.528	0.684	0.973	0.996	0.773
CNRM-ESM2-1_CMIP6	[-]	30.3	30.3	30.0	0.314	1.12	0.509	0.695	0.586	0.966	0.881	0.743
EC-Earth3_BARPA	[-]	30.4	30.4	29.8	0.604	0.910	0.309	0.729	0.758	0.979	0.999	0.845
EC-Earth3_CCAM	[-]	29.9	29.7	29.8	-0.0126	1.06	0.198	0.722	0.706	0.987	0.929	0.810
EC-Earth3_CMIP6	[-]	29.5	29.5	29.9	-0.342	1.38	0.323	0.650	0.607	0.979	0.957	0.760
ERA5_BARPA	[-]	30.5	30.5	29.8	0.701	0.909	0.309	0.674	0.836	0.979	0.994	0.864
ERA5_CCAM	[-]	30.1	30.0	29.8	0.250	0.888	0.397	0.744	0.772	0.974	0.970	0.846
MPI-ESM1-2-HR_BARPA	[-]	30.5	30.4	29.8	0.685	1.23	0.568	0.652	0.680	0.960	0.968	0.788
MPI-ESM1-2-HR_CMIP6	[-]	31.0	31.0	29.1	1.91	2.25	0.611	0.446	0.632	0.959	0.963	0.727
NorESM2-MM_BARPA	[-]	31.0	31.0	29.8	1.23	1.35	0.441	0.546	0.817	0.971	0.997	0.829
NorESM2-MM_CCAM	[-]	28.7	28.6	29.8	-1.16	1.40	0.704	0.566	0.765	0.948	0.980	0.805
NorESM2-MM_CMIP6	[-]	29.4	29.4	30.0	-0.553	1.19	0.683	0.609	0.714	0.954	0.952	0.789

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:: Thu Sep 19 18:28:26 2024: ncatted -a missing_value,TX,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX/v20240411/TX_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 15:16:16 2024: cdo -f nc4c -b f32 -z zip_1 --shuffle setmissval,1.e+20 /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX/v20240411/TX_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX/v20240411/TX_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231_compressed.nc Tue May 14 23:03:22 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 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--lon_bnds 88.0 208.0 --sub_daily_agg max --drop_time_bounds TX /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX/v20240411/TX_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc

References:: ATBD of the ECA&D indices calculation (https://knmi-ecad-assets-prd.s3.amazonaws.com/documents/atbd.pdf)

Conventions:: CF-1.6

Cdi:: Climate Data Interface version 2.4.0 (https://mpimet.mpg.de/cdi)

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:: TX

Cdo:: Climate Data Operators version 2.4.0 (https://mpimet.mpg.de/cdo)

Nco:: netCDF Operators version 5.2.1 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco, Citation = 10.1016/j.envsoft.2008.03.004)

Mean State

Temporally integrated period mean

Spatially integrated regional mean

All Models

Data Information