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	[-]	34.3
ACCESS-CM2_BARPA	[-]	35.1	35.0	34.3	0.757	1.35	0.300	0.847	0.824	0.977	0.999	0.894
ACCESS-CM2_CCAM	[-]	35.1	35.1	34.3	0.853	1.70	0.279	0.846	0.769	0.980	0.987	0.870
ACCESS-CM2_CMIP6	[-]	33.7	33.7	34.0	-0.270	1.44	0.293	0.872	0.784	0.976	0.999	0.883
ACCESS-ESM1-5_BARPA	[-]	35.8	35.8	34.3	1.51	1.81	0.284	0.746	0.835	0.974	0.999	0.878
ACCESS-ESM1-5_CCAM	[-]	35.6	35.5	34.3	1.26	1.78	0.339	0.782	0.797	0.976	0.997	0.870
ACCESS-ESM1-5_CMIP6	[-]	34.3	34.3	34.1	0.249	1.49	0.541	0.864	0.784	0.962	0.999	0.879
CESM2_BARPA	[-]	35.1	35.1	34.3	0.801	1.43	0.308	0.812	0.829	0.975	0.980	0.885
CESM2_CCAM	[-]	34.9	34.9	34.3	0.618	1.34	0.263	0.845	0.827	0.980	0.994	0.895
CMCC-ESM2_BARPA	[-]	35.5	35.4	34.3	1.16	1.77	0.274	0.776	0.795	0.977	0.987	0.866
CMCC-ESM2_CCAM	[-]	34.3	34.2	34.3	-0.0322	0.961	0.216	0.903	0.863	0.983	0.997	0.922
CMCC-ESM2_CMIP6	[-]	33.2	33.2	34.2	-1.02	1.48	0.493	0.795	0.845	0.946	0.997	0.886
CNRM-ESM2-1_CCAM	[-]	33.2	33.1	34.3	-1.13	1.77	0.476	0.753	0.848	0.967	0.950	0.873
CNRM-ESM2-1_CMIP6	[-]	34.3	34.3	34.1	0.264	1.16	0.456	0.870	0.843	0.970	0.994	0.904
EC-Earth3_BARPA	[-]	35.8	35.7	34.3	1.49	1.81	0.241	0.760	0.834	0.982	0.997	0.881
EC-Earth3_CCAM	[-]	35.4	35.3	34.3	1.07	1.68	0.205	0.793	0.847	0.985	0.956	0.885
EC-Earth3_CMIP6	[-]	34.8	34.8	34.2	0.632	1.69	0.357	0.791	0.814	0.974	0.955	0.870
ERA5_BARPA	[-]	34.8	34.7	34.3	0.440	0.945	0.204	0.886	0.876	0.985	0.997	0.924
ERA5_CCAM	[-]	34.6	34.6	34.3	0.308	0.842	0.161	0.895	0.900	0.988	0.993	0.935
MPI-ESM1-2-HR_BARPA	[-]	35.8	35.7	34.3	1.47	1.76	0.269	0.754	0.847	0.980	1.00	0.886
MPI-ESM1-2-HR_CMIP6	[-]	35.4	35.4	34.2	1.20	1.74	0.390	0.792	0.799	0.971	0.997	0.872
NorESM2-MM_BARPA	[-]	34.3	34.2	34.3	-0.0145	1.76	0.262	0.834	0.770	0.981	0.980	0.867
NorESM2-MM_CCAM	[-]	32.5	32.5	34.3	-1.76	2.17	0.248	0.709	0.819	0.983	0.995	0.865
NorESM2-MM_CMIP6	[-]	32.6	32.6	34.2	-1.60	1.97	0.263	0.730	0.838	0.981	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	[-]	30.7
ACCESS-CM2_BARPA	[-]	31.1	31.1	30.7	0.421	1.24	0.00941	0.922	0.833	0.999	0.997	0.926
ACCESS-CM2_CCAM	[-]	31.8	31.8	30.7	1.12	2.09	0.00941	0.830	0.751	0.999	1.00	0.879
ACCESS-CM2_CMIP6	[-]	30.3	30.3	30.7	-0.405	1.86	0.00	0.879	0.765	1.00	0.866	0.865
ACCESS-ESM1-5_BARPA	[-]	31.9	31.9	30.7	1.20	1.62	0.0748	0.822	0.843	0.994	0.998	0.907
ACCESS-ESM1-5_CCAM	[-]	32.0	32.0	30.7	1.29	1.87	0.0258	0.809	0.803	0.998	1.00	0.891
ACCESS-ESM1-5_CMIP6	[-]	31.0	31.0	31.0	0.00883	1.66	0.957	0.895	0.782	0.936	0.901	0.868
CESM2_BARPA	[-]	31.0	31.0	30.7	0.254	1.04	0.122	0.938	0.854	0.992	0.993	0.934
CESM2_CCAM	[-]	32.3	32.3	30.7	1.56	1.99	0.112	0.775	0.817	0.992	0.974	0.881
CMCC-ESM2_BARPA	[-]	31.5	31.5	30.7	0.820	1.49	0.00941	0.870	0.820	0.999	0.993	0.909
CMCC-ESM2_CCAM	[-]	30.6	30.6	30.7	-0.146	0.882	0.00941	0.925	0.891	0.999	0.993	0.945
CMCC-ESM2_CMIP6	[-]	29.4	29.4	30.7	-1.26	1.71	0.00	0.774	0.898	1.00	0.878	0.889
CNRM-ESM2-1_CCAM	[-]	30.1	30.2	30.7	-0.572	1.83	0.978	0.886	0.767	0.937	0.981	0.879
CNRM-ESM2-1_CMIP6	[-]	30.8	30.8	31.0	-0.157	1.53	0.997	0.911	0.790	0.935	0.998	0.895
EC-Earth3_BARPA	[-]	32.5	32.5	30.7	1.77	2.00	0.00941	0.750	0.861	0.999	0.999	0.898
EC-Earth3_CCAM	[-]	32.9	32.9	30.7	2.20	2.57	0.0581	0.699	0.803	0.995	0.988	0.864
EC-Earth3_CMIP6	[-]	32.3	32.3	30.7	1.60	2.09	0.696	0.776	0.806	0.947	0.922	0.856
ERA5_BARPA	[-]	30.9	30.9	30.7	0.171	0.856	0.00941	0.946	0.880	0.999	0.994	0.947
ERA5_CCAM	[-]	31.0	31.0	30.7	0.234	0.963	0.0117	0.932	0.872	0.999	1.00	0.942
MPI-ESM1-2-HR_BARPA	[-]	32.6	32.6	30.7	1.91	2.14	0.0118	0.731	0.857	0.999	1.00	0.893
MPI-ESM1-2-HR_CMIP6	[-]	32.5	32.5	30.7	1.85	2.33	0.256	0.738	0.794	0.983	0.967	0.862
NorESM2-MM_BARPA	[-]	30.0	30.0	30.7	-0.698	1.97	0.0184	0.893	0.742	0.999	0.992	0.888
NorESM2-MM_CCAM	[-]	28.9	28.9	30.7	-1.83	2.41	0.00941	0.743	0.776	0.999	0.997	0.867
NorESM2-MM_CMIP6	[-]	28.7	28.7	30.7	-1.97	2.21	0.00	0.722	0.867	1.00	0.940	0.881

	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	[-]	30.7
ACCESS-CM2_BARPA	[-]	31.0	31.0	30.7	0.295	1.20	0.0790	0.878	0.826	0.995	0.995	0.913
ACCESS-CM2_CCAM	[-]	32.3	32.3	30.7	1.60	2.24	0.0622	0.716	0.739	0.996	0.998	0.848
ACCESS-CM2_CMIP6	[-]	29.7	29.7	30.0	-0.360	1.28	0.00	0.892	0.783	1.00	0.998	0.902
ACCESS-ESM1-5_BARPA	[-]	31.5	31.5	30.7	0.816	1.39	0.209	0.824	0.823	0.986	0.998	0.900
ACCESS-ESM1-5_CCAM	[-]	32.3	32.3	30.7	1.56	1.96	0.316	0.721	0.799	0.979	0.995	0.869
ACCESS-ESM1-5_CMIP6	[-]	31.2	31.2	30.4	0.807	1.71	1.03	0.825	0.770	0.931	0.988	0.844
CESM2_BARPA	[-]	31.0	31.0	30.7	0.294	1.21	0.378	0.850	0.845	0.973	0.974	0.908
CESM2_CCAM	[-]	32.5	32.5	30.7	1.77	2.17	0.396	0.695	0.783	0.973	1.00	0.852
CMCC-ESM2_BARPA	[-]	31.4	31.4	30.7	0.737	1.51	0.202	0.802	0.814	0.986	0.965	0.894
CMCC-ESM2_CCAM	[-]	31.3	31.3	30.7	0.593	1.17	0.101	0.821	0.882	0.993	0.964	0.917
CMCC-ESM2_CMIP6	[-]	29.2	29.2	30.6	-1.40	1.62	0.0399	0.743	0.882	0.997	0.944	0.867
CNRM-ESM2-1_CCAM	[-]	30.1	30.1	30.7	-0.603	1.81	0.970	0.820	0.744	0.934	0.981	0.854
CNRM-ESM2-1_CMIP6	[-]	29.9	29.9	30.3	-0.350	1.32	0.554	0.904	0.770	0.964	0.975	0.896
EC-Earth3_BARPA	[-]	31.9	31.9	30.7	1.23	1.75	0.281	0.766	0.797	0.973	0.998	0.875
EC-Earth3_CCAM	[-]	32.6	32.6	30.7	1.92	2.35	0.361	0.676	0.764	0.966	0.999	0.840
EC-Earth3_CMIP6	[-]	31.5	31.5	30.6	0.880	1.74	1.01	0.821	0.770	0.915	0.900	0.848
ERA5_BARPA	[-]	30.7	30.7	30.7	0.00424	1.04	0.0662	0.880	0.859	0.996	0.983	0.923
ERA5_CCAM	[-]	31.2	31.2	30.7	0.505	1.08	0.146	0.866	0.853	0.990	0.997	0.918
MPI-ESM1-2-HR_BARPA	[-]	32.3	32.3	30.7	1.63	1.93	0.475	0.716	0.821	0.968	0.998	0.868
MPI-ESM1-2-HR_CMIP6	[-]	32.1	32.1	30.4	1.68	2.10	0.721	0.716	0.789	0.951	0.927	0.838
NorESM2-MM_BARPA	[-]	30.4	30.4	30.7	-0.270	1.67	0.391	0.844	0.771	0.974	0.942	0.879
NorESM2-MM_CCAM	[-]	29.8	29.8	30.7	-0.941	1.59	0.207	0.802	0.809	0.986	1.00	0.883
NorESM2-MM_CMIP6	[-]	29.2	29.2	30.6	-1.38	1.84	0.00	0.737	0.829	1.00	0.953	0.850

	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	[-]	35.9
ACCESS-CM2_BARPA	[-]	37.2	37.1	35.9	1.20	1.65	0.840	0.684	0.720	0.929	0.995	0.824
ACCESS-CM2_CCAM	[-]	36.7	36.6	35.9	0.756	1.66	0.538	0.751	0.653	0.960	0.957	0.819
ACCESS-CM2_CMIP6	[-]	35.8	35.8	35.5	0.319	1.59	0.899	0.794	0.626	0.921	0.994	0.815
ACCESS-ESM1-5_BARPA	[-]	37.7	37.6	35.9	1.70	2.03	0.832	0.589	0.732	0.917	0.999	0.805
ACCESS-ESM1-5_CCAM	[-]	37.4	37.3	35.9	1.39	1.85	0.502	0.646	0.692	0.962	0.989	0.815
ACCESS-ESM1-5_CMIP6	[-]	36.5	36.5	35.6	0.840	1.68	0.616	0.732	0.670	0.952	0.998	0.824
CESM2_BARPA	[-]	37.9	37.8	35.9	1.89	2.30	1.07	0.555	0.681	0.905	0.998	0.778
CESM2_CCAM	[-]	37.2	37.1	35.9	1.26	1.85	0.615	0.670	0.670	0.948	0.988	0.810
CMCC-ESM2_BARPA	[-]	38.1	38.0	35.9	2.08	2.51	0.951	0.523	0.659	0.912	0.998	0.767
CMCC-ESM2_CCAM	[-]	35.8	35.7	35.9	-0.204	1.10	0.593	0.813	0.774	0.948	0.935	0.868
CMCC-ESM2_CMIP6	[-]	34.2	34.2	35.7	-1.53	1.98	1.15	0.632	0.728	0.879	0.998	0.806
CNRM-ESM2-1_CCAM	[-]	33.9	33.8	35.9	-2.05	2.28	0.466	0.531	0.772	0.964	0.978	0.808
CNRM-ESM2-1_CMIP6	[-]	36.1	36.1	35.6	0.485	1.38	0.473	0.738	0.729	0.969	0.984	0.843
EC-Earth3_BARPA	[-]	37.2	37.1	35.9	1.19	1.71	0.735	0.690	0.704	0.946	0.996	0.825
EC-Earth3_CCAM	[-]	35.4	35.3	35.9	-0.593	1.49	0.395	0.768	0.692	0.970	0.967	0.844
EC-Earth3_CMIP6	[-]	34.7	34.7	35.7	-1.09	2.20	0.485	0.635	0.607	0.965	0.942	0.779
ERA5_BARPA	[-]	36.9	36.8	35.9	0.896	1.29	0.617	0.746	0.786	0.952	0.995	0.864
ERA5_CCAM	[-]	35.7	35.6	35.9	-0.305	0.978	0.417	0.831	0.792	0.968	0.987	0.889
MPI-ESM1-2-HR_BARPA	[-]	37.4	37.3	35.9	1.45	1.91	0.559	0.633	0.692	0.954	0.997	0.812
MPI-ESM1-2-HR_CMIP6	[-]	36.7	36.7	35.7	0.931	1.63	0.415	0.733	0.686	0.969	0.990	0.829
NorESM2-MM_BARPA	[-]	37.4	37.3	35.9	1.42	1.93	0.806	0.642	0.695	0.937	0.988	0.806
NorESM2-MM_CCAM	[-]	34.2	34.1	35.9	-1.76	2.07	0.427	0.584	0.742	0.968	0.985	0.812
NorESM2-MM_CMIP6	[-]	34.5	34.5	35.7	-1.19	1.71	0.679	0.663	0.760	0.946	0.998	0.825

	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	[-]	29.4
ACCESS-CM2_BARPA	[-]	30.0	30.0	29.4	0.590	1.46	0.0120	0.911	0.854	0.999	0.993	0.930
ACCESS-CM2_CCAM	[-]	30.7	30.7	29.4	1.34	2.37	0.00135	0.840	0.785	1.00	1.00	0.893
ACCESS-CM2_CMIP6	[-]	29.2	29.2	29.2	-0.0328	1.97	0.00	0.902	0.801	1.00	0.980	0.908
ACCESS-ESM1-5_BARPA	[-]	30.9	30.9	29.4	1.50	1.90	0.00	0.821	0.873	1.00	0.991	0.916
ACCESS-ESM1-5_CCAM	[-]	31.0	31.0	29.4	1.61	2.30	0.00291	0.812	0.813	1.00	0.999	0.896
ACCESS-ESM1-5_CMIP6	[-]	29.4	29.4	29.2	0.144	1.61	0.173	0.911	0.839	0.988	0.978	0.919
CESM2_BARPA	[-]	29.3	29.4	29.4	-0.0497	1.06	0.00	0.948	0.890	1.00	0.987	0.949
CESM2_CCAM	[-]	30.8	30.8	29.4	1.39	1.87	0.00	0.833	0.863	1.00	0.998	0.917
CMCC-ESM2_BARPA	[-]	29.7	29.7	29.4	0.335	1.33	0.00	0.930	0.862	1.00	0.991	0.936
CMCC-ESM2_CCAM	[-]	29.3	29.3	29.4	-0.0796	1.01	0.00	0.934	0.904	1.00	0.997	0.953
CMCC-ESM2_CMIP6	[-]	28.6	28.6	29.2	-0.569	1.25	0.00	0.883	0.916	1.00	0.994	0.945
CNRM-ESM2-1_CCAM	[-]	29.9	29.9	29.4	0.452	1.50	0.658	0.923	0.845	0.958	0.997	0.921
CNRM-ESM2-1_CMIP6	[-]	30.4	30.4	29.3	1.12	1.47	0.983	0.866	0.894	0.937	0.997	0.920
EC-Earth3_BARPA	[-]	31.4	31.5	29.4	2.06	2.25	0.00	0.768	0.900	1.00	0.997	0.915
EC-Earth3_CCAM	[-]	32.0	32.0	29.4	2.58	2.80	0.00	0.719	0.873	1.00	0.998	0.895
EC-Earth3_CMIP6	[-]	31.6	31.6	29.2	2.33	2.61	0.00	0.741	0.861	1.00	0.970	0.889
ERA5_BARPA	[-]	29.5	29.5	29.4	0.0493	0.909	0.00	0.948	0.910	1.00	0.993	0.957
ERA5_CCAM	[-]	30.1	30.1	29.4	0.656	1.22	0.00	0.910	0.893	1.00	1.00	0.944
MPI-ESM1-2-HR_BARPA	[-]	31.1	31.1	29.4	1.69	2.11	0.00	0.802	0.866	1.00	0.985	0.908
MPI-ESM1-2-HR_CMIP6	[-]	30.9	30.9	29.4	1.52	2.26	0.00	0.809	0.822	1.00	1.00	0.898
NorESM2-MM_BARPA	[-]	28.4	28.4	29.4	-0.996	1.93	0.00534	0.876	0.818	1.00	0.996	0.911
NorESM2-MM_CCAM	[-]	27.8	27.8	29.4	-1.62	2.17	0.00803	0.812	0.842	0.999	0.994	0.904
NorESM2-MM_CMIP6	[-]	27.4	27.4	29.2	-1.75	2.18	0.00	0.789	0.865	1.00	0.966	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	[-]	35.6
ACCESS-CM2_BARPA	[-]	36.3	36.3	35.6	0.703	1.22	0.199	0.889	0.852	0.987	0.999	0.925
ACCESS-CM2_CCAM	[-]	36.2	36.2	35.6	0.609	1.45	0.272	0.908	0.810	0.982	0.947	0.905
ACCESS-CM2_CMIP6	[-]	35.1	35.1	35.6	-0.512	1.29	0.179	0.899	0.829	0.988	0.997	0.922
ACCESS-ESM1-5_BARPA	[-]	37.1	37.1	35.6	1.51	1.76	0.193	0.778	0.861	0.984	0.997	0.902
ACCESS-ESM1-5_CCAM	[-]	36.7	36.7	35.6	1.06	1.56	0.382	0.836	0.831	0.974	0.993	0.903
ACCESS-ESM1-5_CMIP6	[-]	35.5	35.5	35.5	-0.0516	1.37	0.559	0.913	0.817	0.962	0.990	0.912
CESM2_BARPA	[-]	36.4	36.4	35.6	0.773	1.21	0.147	0.870	0.862	0.990	0.988	0.925
CESM2_CCAM	[-]	35.8	35.8	35.6	0.141	0.904	0.202	0.929	0.883	0.986	0.977	0.936
CMCC-ESM2_BARPA	[-]	36.7	36.7	35.6	1.12	1.65	0.144	0.823	0.820	0.990	0.993	0.902
CMCC-ESM2_CCAM	[-]	35.5	35.5	35.6	-0.107	0.851	0.174	0.941	0.884	0.988	0.982	0.944
CMCC-ESM2_CMIP6	[-]	34.6	34.6	35.5	-0.934	1.33	0.458	0.841	0.865	0.949	0.997	0.913
CNRM-ESM2-1_CCAM	[-]	34.3	34.3	35.6	-1.31	1.65	0.376	0.777	0.892	0.975	0.897	0.894
CNRM-ESM2-1_CMIP6	[-]	35.7	35.7	35.6	0.0448	0.942	0.325	0.916	0.886	0.979	0.968	0.927
EC-Earth3_BARPA	[-]	37.1	37.1	35.6	1.47	1.71	0.137	0.787	0.868	0.991	0.972	0.904
EC-Earth3_CCAM	[-]	36.7	36.7	35.6	1.06	1.35	0.183	0.842	0.904	0.987	0.855	0.907
EC-Earth3_CMIP6	[-]	36.3	36.3	35.6	0.698	1.29	0.332	0.859	0.878	0.977	0.914	0.913
ERA5_BARPA	[-]	36.1	36.1	35.6	0.425	0.799	0.143	0.927	0.900	0.990	1.00	0.951
ERA5_CCAM	[-]	36.0	36.0	35.6	0.311	0.623	0.120	0.927	0.946	0.992	0.981	0.961
MPI-ESM1-2-HR_BARPA	[-]	37.1	37.1	35.6	1.48	1.62	0.232	0.784	0.900	0.984	0.978	0.912
MPI-ESM1-2-HR_CMIP6	[-]	36.7	36.7	35.6	1.13	1.59	0.419	0.829	0.837	0.972	0.995	0.904
NorESM2-MM_BARPA	[-]	35.5	35.5	35.6	-0.170	1.65	0.143	0.897	0.780	0.990	0.967	0.902
NorESM2-MM_CCAM	[-]	33.7	33.7	35.6	-1.95	2.28	0.246	0.712	0.846	0.983	1.00	0.883
NorESM2-MM_CMIP6	[-]	33.8	33.8	35.5	-1.77	2.05	0.209	0.738	0.859	0.986	0.998	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	[-]	23.6
ACCESS-CM2_BARPA	[-]	24.0	23.8	23.6	0.192	1.54	0.291	0.859	0.851	0.981	0.975	0.916
ACCESS-CM2_CCAM	[-]	25.4	25.2	23.6	1.60	2.53	0.0997	0.770	0.770	0.994	0.936	0.873
ACCESS-CM2_CMIP6	[-]	22.4	22.4	23.0	-0.534	1.88	0.215	0.787	0.821	0.986	0.967	0.795
ACCESS-ESM1-5_BARPA	[-]	24.8	24.6	23.6	1.03	1.70	0.0783	0.822	0.861	0.995	0.962	0.913
ACCESS-ESM1-5_CCAM	[-]	25.5	25.3	23.6	1.68	2.50	0.0314	0.755	0.796	0.998	0.921	0.878
ACCESS-ESM1-5_CMIP6	[-]	23.4	23.4	23.1	0.293	1.42	0.00	0.872	0.827	1.00	0.984	0.903
CESM2_BARPA	[-]	22.8	22.6	23.6	-0.969	1.64	0.0493	0.822	0.877	0.997	0.973	0.915
CESM2_CCAM	[-]	24.7	24.5	23.6	0.860	2.31	0.0815	0.773	0.804	0.995	0.871	0.881
CMCC-ESM2_BARPA	[-]	23.5	23.3	23.6	-0.297	1.43	0.00631	0.859	0.875	1.00	0.980	0.927
CMCC-ESM2_CCAM	[-]	24.1	24.0	23.6	0.350	1.20	0.00631	0.869	0.896	1.00	0.986	0.934
CMCC-ESM2_CMIP6	[-]	23.4	23.4	23.3	0.0308	1.54	0.119	0.829	0.856	0.992	0.998	0.839
CNRM-ESM2-1_CCAM	[-]	24.8	24.6	23.6	0.955	1.96	0.981	0.809	0.820	0.937	0.949	0.882
CNRM-ESM2-1_CMIP6	[-]	22.8	22.8	21.6	1.24	1.57	0.989	0.798	0.878	0.936	1.00	0.884
EC-Earth3_BARPA	[-]	25.3	25.1	23.6	1.51	1.95	0.0436	0.787	0.863	0.997	0.969	0.907
EC-Earth3_CCAM	[-]	26.5	26.3	23.6	2.66	2.94	0.0339	0.671	0.838	0.998	0.954	0.871
EC-Earth3_CMIP6	[-]	26.0	26.0	23.5	2.48	2.83	0.0288	0.683	0.810	0.998	0.968	0.868
ERA5_BARPA	[-]	23.5	23.3	23.6	-0.319	1.27	0.00315	0.858	0.907	1.00	0.988	0.938
ERA5_CCAM	[-]	24.9	24.7	23.6	1.08	1.54	0.00315	0.823	0.890	1.00	0.976	0.923
MPI-ESM1-2-HR_BARPA	[-]	24.5	24.3	23.6	0.650	1.80	0.0250	0.826	0.833	0.998	0.937	0.904
MPI-ESM1-2-HR_CMIP6	[-]	24.3	24.3	23.1	1.27	2.51	0.0972	0.760	0.755	0.988	0.884	0.824
NorESM2-MM_BARPA	[-]	22.5	22.3	23.6	-1.26	1.89	0.323	0.797	0.861	0.979	0.991	0.902
NorESM2-MM_CCAM	[-]	23.1	22.8	23.6	-0.769	1.72	0.248	0.838	0.840	0.984	0.968	0.904
NorESM2-MM_CMIP6	[-]	22.9	22.9	23.3	-0.436	1.36	0.238	0.843	0.853	0.985	0.994	0.879

	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	[-]	31.2
ACCESS-CM2_BARPA	[-]	32.0	31.9	31.2	0.661	1.65	0.134	0.897	0.827	0.991	0.998	0.918
ACCESS-CM2_CCAM	[-]	33.1	32.9	31.2	1.70	2.47	0.0427	0.786	0.788	0.997	0.989	0.880
ACCESS-CM2_CMIP6	[-]	30.7	30.7	30.3	0.344	1.68	0.0589	0.874	0.825	0.996	0.965	0.908
ACCESS-ESM1-5_BARPA	[-]	33.1	32.9	31.2	1.70	2.08	0.0511	0.786	0.856	0.996	0.999	0.904
ACCESS-ESM1-5_CCAM	[-]	33.0	32.8	31.2	1.61	2.40	0.0498	0.795	0.788	0.996	0.995	0.884
ACCESS-ESM1-5_CMIP6	[-]	31.5	31.5	30.6	0.884	1.51	0.00	0.872	0.855	1.00	0.997	0.893
CESM2_BARPA	[-]	31.1	30.9	31.2	-0.314	1.49	0.0528	0.890	0.848	0.996	0.994	0.928
CESM2_CCAM	[-]	31.9	31.7	31.2	0.529	1.76	0.0497	0.880	0.829	0.996	0.996	0.916
CMCC-ESM2_BARPA	[-]	31.8	31.7	31.2	0.467	1.49	0.0498	0.911	0.840	0.996	0.997	0.926
CMCC-ESM2_CCAM	[-]	31.7	31.6	31.2	0.375	1.27	0.0373	0.905	0.870	0.997	0.996	0.935
CMCC-ESM2_CMIP6	[-]	29.9	29.9	30.7	-0.826	1.57	0.0597	0.836	0.888	0.996	0.968	0.916
CNRM-ESM2-1_CCAM	[-]	31.4	31.3	31.2	0.0583	1.55	0.309	0.872	0.856	0.980	0.966	0.914
CNRM-ESM2-1_CMIP6	[-]	31.8	31.8	30.9	0.942	1.65	0.195	0.843	0.855	0.987	0.959	0.899
EC-Earth3_BARPA	[-]	33.6	33.4	31.2	2.17	2.52	0.174	0.739	0.846	0.988	0.994	0.890
EC-Earth3_CCAM	[-]	34.1	33.9	31.2	2.70	2.90	0.0470	0.686	0.871	0.997	0.994	0.886
EC-Earth3_CMIP6	[-]	33.1	33.1	30.9	2.14	2.42	0.0334	0.738	0.865	0.998	0.998	0.882
ERA5_BARPA	[-]	31.6	31.4	31.2	0.205	1.12	0.0413	0.911	0.891	0.997	0.995	0.942
ERA5_CCAM	[-]	32.6	32.4	31.2	1.21	1.54	0.0442	0.841	0.889	0.997	0.987	0.924
MPI-ESM1-2-HR_BARPA	[-]	32.6	32.4	31.2	1.19	1.90	0.0468	0.843	0.841	0.997	0.995	0.908
MPI-ESM1-2-HR_CMIP6	[-]	32.4	32.4	31.2	1.27	1.83	0.0218	0.837	0.849	0.999	0.983	0.888
NorESM2-MM_BARPA	[-]	30.1	30.0	31.2	-1.23	2.06	0.0902	0.822	0.823	0.994	0.997	0.905
NorESM2-MM_CCAM	[-]	29.9	29.8	31.2	-1.42	2.15	0.0427	0.812	0.824	0.997	0.996	0.901
NorESM2-MM_CMIP6	[-]	28.9	28.9	30.7	-1.81	2.15	0.0597	0.772	0.870	0.996	0.975	0.898

	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	[-]	32.5
ACCESS-CM2_BARPA	[-]	34.1	34.0	32.5	1.49	1.75	0.935	0.532	0.748	0.934	0.982	0.793
ACCESS-CM2_CCAM	[-]	34.3	34.1	32.5	1.66	2.15	0.982	0.514	0.587	0.928	0.995	0.737
ACCESS-CM2_CMIP6	[-]	31.0	31.0	31.0	-0.0673	1.30	1.42	0.699	0.606	0.836	0.813	0.724
ACCESS-ESM1-5_BARPA	[-]	34.3	34.2	32.5	1.72	1.91	0.450	0.493	0.781	0.969	0.990	0.805
ACCESS-ESM1-5_CCAM	[-]	34.9	34.7	32.5	2.20	2.41	0.482	0.415	0.682	0.967	0.994	0.755
ACCESS-ESM1-5_CMIP6	[-]	33.2	33.2	32.0	1.18	1.97	0.508	0.613	0.582	0.966	0.364	0.626
CESM2_BARPA	[-]	34.8	34.6	32.5	2.16	2.29	0.513	0.416	0.780	0.962	0.997	0.788
CESM2_CCAM	[-]	34.7	34.5	32.5	2.01	2.31	0.574	0.449	0.640	0.962	0.994	0.748
CMCC-ESM2_BARPA	[-]	34.7	34.5	32.5	2.03	2.25	0.620	0.435	0.716	0.949	0.997	0.768
CMCC-ESM2_CCAM	[-]	33.4	33.2	32.5	0.746	1.09	0.204	0.735	0.771	0.986	0.971	0.856
CMCC-ESM2_CMIP6	[-]	31.7	31.7	32.4	-0.740	1.26	0.569	0.623	0.756	0.962	0.962	0.818
CNRM-ESM2-1_CCAM	[-]	31.5	31.4	32.5	-1.09	1.48	0.659	0.634	0.699	0.951	0.994	0.806
CNRM-ESM2-1_CMIP6	[-]	32.9	32.9	32.1	0.794	1.42	1.19	0.662	0.586	0.902	0.881	0.739
EC-Earth3_BARPA	[-]	33.6	33.5	32.5	0.985	1.35	0.414	0.669	0.720	0.969	0.982	0.822
EC-Earth3_CCAM	[-]	32.8	32.6	32.5	0.156	1.25	0.353	0.766	0.676	0.977	0.928	0.819
EC-Earth3_CMIP6	[-]	32.1	32.1	32.6	-0.461	1.74	0.185	0.632	0.582	0.988	0.857	0.744
ERA5_BARPA	[-]	33.7	33.5	32.5	1.01	1.23	0.437	0.648	0.813	0.971	1.00	0.853
ERA5_CCAM	[-]	33.1	32.9	32.5	0.470	1.10	0.370	0.768	0.739	0.975	0.956	0.846
MPI-ESM1-2-HR_BARPA	[-]	33.8	33.6	32.5	1.14	1.58	0.625	0.602	0.686	0.958	0.989	0.795
MPI-ESM1-2-HR_CMIP6	[-]	33.6	33.6	31.5	2.16	2.68	0.681	0.446	0.612	0.955	0.789	0.691
NorESM2-MM_BARPA	[-]	34.4	34.3	32.5	1.82	1.92	0.331	0.480	0.799	0.978	0.995	0.811
NorESM2-MM_CCAM	[-]	31.9	31.8	32.5	-0.688	1.26	0.535	0.680	0.741	0.964	0.951	0.824
NorESM2-MM_CMIP6	[-]	31.8	31.8	32.4	-0.558	1.33	0.797	0.641	0.708	0.947	0.924	0.794

	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	[-]	24.8
ACCESS-CM2_BARPA	[-]	25.5	25.5	24.9		19.2	0.674	0.989	0.691	0.572	0.676	0.925	0.998	0.769
ACCESS-CM2_CCAM	[-]	25.5	25.5	25.1		16.7	0.407	0.849	0.759	0.658	0.695	0.918	0.998	0.793
ACCESS-CM2_CMIP6	[-]	25.6	25.7	25.1	24.5		0.561	0.981	0.735	0.579	0.672	0.919	0.997	0.768
ACCESS-ESM1-5_BARPA	[-]	25.9	25.9	24.9		19.2	1.03	1.22	0.830	0.468	0.683	0.903	0.998	0.747
ACCESS-ESM1-5_CCAM	[-]	25.9	25.9	25.1		16.7	0.760	0.987	0.816	0.559	0.710	0.912	0.998	0.778
ACCESS-ESM1-5_CMIP6	[-]	26.0	26.0	25.0	27.4		1.01	1.29	0.859	0.462	0.665	0.899	0.997	0.737
CESM2_BARPA	[-]	25.4	25.4	24.9		19.2	0.492	1.28	0.951	0.463	0.672	0.879	0.988	0.735
CESM2_CCAM	[-]	25.5	25.6	25.1		16.7	0.439	1.30	1.07	0.464	0.688	0.861	0.982	0.737
CMCC-ESM2_BARPA	[-]	25.5	25.5	24.9		19.2	0.596	1.17	0.938	0.490	0.702	0.877	0.992	0.752
CMCC-ESM2_CCAM	[-]	25.4	25.4	25.1		16.7	0.257	0.924	1.07	0.542	0.738	0.849	0.995	0.772
CMCC-ESM2_CMIP6	[-]	25.2	25.2	25.0	27.3		0.144	0.910	1.05	0.568	0.742	0.853	0.997	0.780
CNRM-ESM2-1_CCAM	[-]	23.9	23.9	25.1		16.7	-1.18	1.57	0.797	0.430	0.704	0.901	0.988	0.746
CNRM-ESM2-1_CMIP6	[-]	24.8	24.7	24.9	28.0		-0.209	0.922	0.720	0.604	0.650	0.912	0.997	0.763
EC-Earth3_BARPA	[-]	25.9	25.9	24.9		19.2	1.08	1.37	0.751	0.465	0.646	0.906	0.994	0.731
EC-Earth3_CCAM	[-]	25.9	25.9	25.1		16.7	0.803	1.09	0.725	0.554	0.701	0.914	0.994	0.773
EC-Earth3_CMIP6	[-]	25.5	25.5	25.1	26.9		0.445	1.04	0.864	0.623	0.697	0.889	0.987	0.778
ERA5_BARPA	[-]	25.2	25.2	24.9		19.2	0.290	0.533	0.458	0.681	0.855	0.946	0.998	0.867
ERA5_CCAM	[-]	25.1	25.1	25.1		16.7	-0.0345	0.403	0.576	0.807	0.873	0.923	0.998	0.895
MPI-ESM1-2-HR_BARPA	[-]	25.1	25.1	24.9		19.2	0.240	1.09	0.867	0.536	0.664	0.888	0.990	0.748
MPI-ESM1-2-HR_CMIP6	[-]	25.5	25.5	24.9	27.9		0.537	1.42	0.928	0.437	0.675	0.879	0.983	0.730
NorESM2-MM_BARPA	[-]	25.4	25.4	24.9		19.2	0.540	1.13	0.830	0.504	0.721	0.898	0.996	0.768
NorESM2-MM_CCAM	[-]	23.5	23.5	25.1		16.7	-1.65	1.82	1.24	0.320	0.668	0.846	0.997	0.700
NorESM2-MM_CMIP6	[-]	25.1	25.0	25.0	26.8		0.0208	0.910	0.845	0.612	0.753	0.894	0.996	0.801

	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	[-]	28.9
ACCESS-CM2_BARPA	[-]	29.9	29.9	28.9		28.9	1.02	1.34	1.40	0.280	0.550	0.823	0.988	0.638
ACCESS-CM2_CCAM	[-]	29.7	29.7	28.9		28.9	0.741	0.975	1.45	0.400	0.591	0.819	0.981	0.676
ACCESS-CM2_CMIP6	[-]	30.0	30.0	28.9			1.04	1.23	1.52	0.296	0.542	0.806	0.997	0.637
ACCESS-ESM1-5_BARPA	[-]	30.1	30.1	28.9		28.9	1.16	1.39	1.72	0.236	0.551	0.759	0.988	0.617
ACCESS-ESM1-5_CCAM	[-]	30.0	30.0	28.9		28.9	1.04	1.16	1.57	0.292	0.608	0.794	0.978	0.656
ACCESS-ESM1-5_CMIP6	[-]	30.5	30.5	28.9	30.2		1.54	1.66	1.86	0.183	0.513	0.736	0.963	0.582
CESM2_BARPA	[-]	30.2	30.2	28.9		28.9	1.25	1.57	1.61	0.251	0.500	0.777	0.979	0.601
CESM2_CCAM	[-]	30.3	30.3	28.9		28.9	1.40	1.60	1.94	0.265	0.527	0.722	0.834	0.575
CMCC-ESM2_BARPA	[-]	30.0	30.0	28.9		28.9	1.12	1.41	1.51	0.254	0.567	0.785	0.989	0.632
CMCC-ESM2_CCAM	[-]	29.8	29.8	28.9		28.9	0.842	1.04	1.81	0.345	0.633	0.731	0.988	0.666
CMCC-ESM2_CMIP6	[-]	29.7	29.7	28.9	29.8		0.764	1.01	1.73	0.367	0.645	0.746	0.998	0.680
CNRM-ESM2-1_CCAM	[-]	27.1	27.1	28.9		28.9	-1.81	1.87	1.58	0.144	0.660	0.766	0.995	0.645
CNRM-ESM2-1_CMIP6	[-]	28.6	28.6	28.9	28.3		-0.377	0.816	1.45	0.485	0.562	0.790	0.979	0.676
EC-Earth3_BARPA	[-]	29.5	29.5	28.9		28.9	0.527	1.04	1.51	0.430	0.515	0.778	0.993	0.646
EC-Earth3_CCAM	[-]	29.2	29.2	28.9		28.9	0.278	0.693	1.33	0.568	0.604	0.815	0.996	0.717
EC-Earth3_CMIP6	[-]	28.6	28.6	28.9	28.4		-0.361	0.711	1.60	0.615	0.616	0.761	0.984	0.718
ERA5_BARPA	[-]	29.4	29.4	28.9		28.9	0.472	0.798	0.909	0.398	0.782	0.875	0.999	0.767
ERA5_CCAM	[-]	29.0	29.0	28.9		28.9	0.0982	0.366	1.13	0.775	0.801	0.836	0.993	0.841
MPI-ESM1-2-HR_BARPA	[-]	29.5	29.5	28.9		28.9	0.598	1.11	1.44	0.383	0.469	0.797	0.992	0.622
MPI-ESM1-2-HR_CMIP6	[-]	29.9	29.9	28.9	29.8		1.01	1.60	1.56	0.197	0.534	0.770	0.999	0.607
NorESM2-MM_BARPA	[-]	30.1	30.1	28.9		28.9	1.18	1.44	1.58	0.214	0.632	0.772	0.999	0.650
NorESM2-MM_CCAM	[-]	27.9	27.9	28.9		28.9	-1.06	1.27	1.80	0.259	0.589	0.745	0.974	0.631
NorESM2-MM_CMIP6	[-]	29.8	29.8	28.9	29.1		0.855	0.967	1.54	0.407	0.666	0.775	0.982	0.699

	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	[-]	30.7
ACCESS-CM2_BARPA	[-]	31.1	31.1	30.7	0.421	1.24	0.00941	0.922	0.833	0.999	0.997	0.917
ACCESS-CM2_CCAM	[-]	31.8	31.8	30.7	1.12	2.09	0.00941	0.830	0.751	0.999	1.00	0.866
ACCESS-CM2_CMIP6	[-]	30.3	30.3	30.7	-0.405	1.86	0.00	0.879	0.765	1.00	0.866	0.855
ACCESS-ESM1-5_BARPA	[-]	31.9	31.9	30.7	1.20	1.62	0.0748	0.822	0.843	0.994	0.998	0.900
ACCESS-ESM1-5_CCAM	[-]	32.0	32.0	30.7	1.29	1.87	0.0258	0.809	0.803	0.998	1.00	0.882
ACCESS-ESM1-5_CMIP6	[-]	31.0	31.0	31.0	0.00883	1.66	0.957	0.895	0.782	0.936	0.901	0.859
CESM2_BARPA	[-]	31.0	31.0	30.7	0.254	1.04	0.122	0.938	0.854	0.992	0.993	0.926
CESM2_CCAM	[-]	32.3	32.3	30.7	1.56	1.99	0.112	0.775	0.817	0.992	0.974	0.875
CMCC-ESM2_BARPA	[-]	31.5	31.5	30.7	0.820	1.49	0.00941	0.870	0.820	0.999	0.993	0.900
CMCC-ESM2_CCAM	[-]	30.6	30.6	30.7	-0.146	0.882	0.00941	0.925	0.891	0.999	0.993	0.940
CMCC-ESM2_CMIP6	[-]	29.4	29.4	30.7	-1.26	1.71	0.00	0.774	0.898	1.00	0.878	0.890
CNRM-ESM2-1_CCAM	[-]	30.1	30.2	30.7	-0.572	1.83	0.978	0.886	0.767	0.937	0.981	0.867
CNRM-ESM2-1_CMIP6	[-]	30.8	30.8	31.0	-0.157	1.53	0.997	0.911	0.790	0.935	0.998	0.885
EC-Earth3_BARPA	[-]	32.5	32.5	30.7	1.77	2.00	0.00941	0.750	0.861	0.999	0.999	0.894
EC-Earth3_CCAM	[-]	32.9	32.9	30.7	2.20	2.57	0.0581	0.699	0.803	0.995	0.988	0.858
EC-Earth3_CMIP6	[-]	32.3	32.3	30.7	1.60	2.09	0.696	0.776	0.806	0.947	0.922	0.851
ERA5_BARPA	[-]	30.9	30.9	30.7	0.171	0.856	0.00941	0.946	0.880	0.999	0.994	0.940
ERA5_CCAM	[-]	31.0	31.0	30.7	0.234	0.963	0.0117	0.932	0.872	0.999	1.00	0.935
MPI-ESM1-2-HR_BARPA	[-]	32.6	32.6	30.7	1.91	2.14	0.0118	0.731	0.857	0.999	1.00	0.889
MPI-ESM1-2-HR_CMIP6	[-]	32.5	32.5	30.7	1.85	2.33	0.256	0.738	0.794	0.983	0.967	0.855
NorESM2-MM_BARPA	[-]	30.0	30.0	30.7	-0.698	1.97	0.0184	0.893	0.742	0.999	0.992	0.873
NorESM2-MM_CCAM	[-]	28.9	28.9	30.7	-1.83	2.41	0.00941	0.743	0.776	0.999	0.997	0.858
NorESM2-MM_CMIP6	[-]	28.7	28.7	30.7	-1.97	2.21	0.00	0.722	0.867	1.00	0.940	0.879

	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	[-]	32.0
ACCESS-CM2_BARPA	[-]	32.4	32.4	32.0	0.432	1.05	0.116	0.891	0.834	0.992	0.994	0.909
ACCESS-CM2_CCAM	[-]	33.6	33.6	32.0	1.64	2.16	0.0911	0.699	0.742	0.994	0.978	0.831
ACCESS-CM2_CMIP6	[-]	30.7	30.7	31.0	-0.324	1.17	0.00	0.900	0.788	1.00	0.986	0.893
ACCESS-ESM1-5_BARPA	[-]	32.8	32.9	32.0	0.893	1.30	0.216	0.819	0.829	0.986	0.996	0.892
ACCESS-ESM1-5_CCAM	[-]	33.6	33.6	32.0	1.67	1.98	0.463	0.693	0.801	0.969	0.996	0.852
ACCESS-ESM1-5_CMIP6	[-]	32.5	32.5	31.8	0.733	1.51	1.03	0.848	0.779	0.931	0.849	0.837
CESM2_BARPA	[-]	32.6	32.6	32.0	0.648	1.14	0.435	0.858	0.841	0.968	0.998	0.901
CESM2_CCAM	[-]	33.7	33.7	32.0	1.74	2.04	0.512	0.685	0.794	0.966	0.959	0.839
CMCC-ESM2_BARPA	[-]	33.1	33.1	32.0	1.13	1.56	0.296	0.778	0.807	0.980	0.999	0.874
CMCC-ESM2_CCAM	[-]	33.0	33.0	32.0	0.996	1.19	0.141	0.800	0.886	0.991	0.995	0.912
CMCC-ESM2_CMIP6	[-]	30.3	30.3	32.0	-1.69	1.83	0.0597	0.695	0.883	0.996	0.964	0.884
CNRM-ESM2-1_CCAM	[-]	31.1	31.1	32.0	-0.899	1.71	0.959	0.808	0.751	0.933	0.915	0.832
CNRM-ESM2-1_CMIP6	[-]	31.1	31.1	31.7	-0.546	1.32	0.372	0.877	0.768	0.975	0.971	0.872
EC-Earth3_BARPA	[-]	33.3	33.3	32.0	1.34	1.66	0.173	0.746	0.810	0.986	0.991	0.869
EC-Earth3_CCAM	[-]	33.8	33.8	32.0	1.84	2.19	0.389	0.671	0.773	0.960	0.967	0.829
EC-Earth3_CMIP6	[-]	32.4	32.4	32.0	0.414	1.27	0.929	0.875	0.791	0.927	0.931	0.863
ERA5_BARPA	[-]	32.2	32.2	32.0	0.277	0.892	0.0969	0.904	0.858	0.993	0.998	0.922
ERA5_CCAM	[-]	32.6	32.6	32.0	0.615	1.05	0.195	0.861	0.847	0.987	0.975	0.903
MPI-ESM1-2-HR_BARPA	[-]	33.5	33.5	32.0	1.56	1.75	0.687	0.711	0.843	0.954	0.966	0.863
MPI-ESM1-2-HR_CMIP6	[-]	33.2	33.2	31.8	1.36	1.69	0.987	0.738	0.815	0.934	0.870	0.834
NorESM2-MM_BARPA	[-]	32.2	32.2	32.0	0.263	1.47	0.398	0.884	0.761	0.973	0.998	0.876
NorESM2-MM_CCAM	[-]	31.0	31.0	32.0	-0.953	1.49	0.301	0.797	0.816	0.980	0.921	0.866
NorESM2-MM_CMIP6	[-]	30.4	30.4	32.0	-1.60	1.93	0.00	0.685	0.846	1.00	0.893	0.854

	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	[-]	28.0
ACCESS-CM2_BARPA	[-]	28.1	28.0	28.0	0.000142	1.52	0.00	0.849	0.809	1.00	0.978	0.889
ACCESS-CM2_CCAM	[-]	29.6	29.5	28.0	1.53	2.42	0.00	0.753	0.733	1.00	0.937	0.831
ACCESS-CM2_CMIP6	[-]	27.1	27.1	27.5	-0.458	1.56	0.00	0.869	0.768	1.00	0.953	0.872
ACCESS-ESM1-5_BARPA	[-]	28.7	28.6	28.0	0.649	1.58	0.196	0.836	0.811	0.987	0.983	0.886
ACCESS-ESM1-5_CCAM	[-]	29.4	29.3	28.0	1.33	1.93	0.00	0.783	0.796	1.00	0.966	0.868
ACCESS-ESM1-5_CMIP6	[-]	28.2	28.2	27.2	0.985	2.18	1.03	0.770	0.747	0.930	0.840	0.807
CESM2_BARPA	[-]	27.6	27.5	28.0	-0.470	1.38	0.255	0.835	0.854	0.983	0.983	0.902
CESM2_CCAM	[-]	29.9	29.8	28.0	1.85	2.46	0.146	0.718	0.760	0.990	0.966	0.839
CMCC-ESM2_BARPA	[-]	27.9	27.8	28.0	-0.120	1.41	0.00	0.853	0.830	1.00	0.986	0.900
CMCC-ESM2_CCAM	[-]	27.7	27.7	28.0	-0.276	1.14	0.0128	0.866	0.875	0.999	0.962	0.915
CMCC-ESM2_CMIP6	[-]	26.8	26.8	27.6	-0.821	1.21	0.00	0.840	0.879	1.00	0.566	0.833
CNRM-ESM2-1_CCAM	[-]	28.1	28.0	28.0	0.0342	2.04	0.992	0.846	0.728	0.935	0.954	0.838
CNRM-ESM2-1_CMIP6	[-]	27.2	27.2	27.1	0.113	1.31	0.983	0.969	0.776	0.937	0.989	0.889
EC-Earth3_BARPA	[-]	29.1	29.0	28.0	1.01	1.96	0.515	0.809	0.770	0.944	0.991	0.857
EC-Earth3_CCAM	[-]	30.1	30.1	28.0	2.11	2.71	0.301	0.687	0.747	0.979	0.961	0.824
EC-Earth3_CMIP6	[-]	29.7	29.7	27.8	1.87	2.74	1.19	0.707	0.727	0.892	0.999	0.810
ERA5_BARPA	[-]	27.5	27.4	28.0	-0.585	1.37	0.00	0.829	0.862	1.00	0.984	0.907
ERA5_CCAM	[-]	28.3	28.2	28.0	0.268	1.15	0.0380	0.875	0.865	0.997	0.967	0.914
MPI-ESM1-2-HR_BARPA	[-]	29.8	29.7	28.0	1.77	2.33	0.0188	0.729	0.774	0.999	0.978	0.851
MPI-ESM1-2-HR_CMIP6	[-]	30.0	30.0	27.6	2.34	2.93	0.175	0.670	0.735	0.988	0.968	0.819
NorESM2-MM_BARPA	[-]	26.6	26.5	28.0	-1.42	2.11	0.376	0.756	0.791	0.975	0.987	0.860
NorESM2-MM_CCAM	[-]	27.1	27.0	28.0	-0.915	1.82	0.00625	0.813	0.792	1.00	0.957	0.871
NorESM2-MM_CMIP6	[-]	26.7	26.7	27.6	-0.947	1.67	0.00	0.843	0.797	1.00	0.643	0.816

	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	[-]	35.2
ACCESS-CM2_BARPA	[-]	36.1	36.1	35.2	0.913	1.42	0.760	0.771	0.751	0.947	0.996	0.843
ACCESS-CM2_CCAM	[-]	36.1	36.1	35.2	0.938	1.64	0.483	0.768	0.700	0.966	0.963	0.819
ACCESS-CM2_CMIP6	[-]	34.6	34.6	34.8	-0.209	1.44	0.760	0.861	0.674	0.943	0.979	0.826
ACCESS-ESM1-5_BARPA	[-]	36.6	36.5	35.2	1.36	1.75	0.813	0.685	0.746	0.916	0.999	0.818
ACCESS-ESM1-5_CCAM	[-]	36.4	36.4	35.2	1.22	1.51	0.257	0.712	0.784	0.982	0.977	0.848
ACCESS-ESM1-5_CMIP6	[-]	35.0	35.0	34.9	0.118	1.32	0.307	0.869	0.717	0.980	0.999	0.857
CESM2_BARPA	[-]	36.7	36.7	35.2	1.53	1.95	0.905	0.652	0.719	0.935	0.995	0.804
CESM2_CCAM	[-]	36.3	36.2	35.2	1.07	1.54	0.311	0.740	0.745	0.978	0.987	0.839
CMCC-ESM2_BARPA	[-]	37.0	37.0	35.2	1.82	2.27	0.714	0.600	0.688	0.945	0.996	0.783
CMCC-ESM2_CCAM	[-]	35.3	35.3	35.2	0.121	0.619	0.199	0.889	0.896	0.987	0.965	0.927
CMCC-ESM2_CMIP6	[-]	33.3	33.3	35.0	-1.72	1.90	0.784	0.631	0.836	0.936	0.993	0.846
CNRM-ESM2-1_CCAM	[-]	33.1	33.1	35.2	-2.08	2.31	0.279	0.559	0.774	0.981	0.963	0.810
CNRM-ESM2-1_CMIP6	[-]	34.5	34.5	34.8	-0.267	1.42	0.341	0.821	0.707	0.977	0.972	0.837
EC-Earth3_BARPA	[-]	36.2	36.2	35.2	1.03	1.66	0.766	0.761	0.711	0.947	0.991	0.824
EC-Earth3_CCAM	[-]	35.0	35.0	35.2	-0.178	1.08	0.311	0.842	0.791	0.979	0.968	0.874
EC-Earth3_CMIP6	[-]	34.1	34.1	35.1	-0.957	1.63	0.393	0.725	0.738	0.974	0.980	0.831
ERA5_BARPA	[-]	35.9	35.8	35.2	0.642	1.11	0.710	0.834	0.802	0.952	0.993	0.877
ERA5_CCAM	[-]	34.9	34.9	35.2	-0.293	0.750	0.386	0.862	0.873	0.972	0.979	0.912
MPI-ESM1-2-HR_BARPA	[-]	36.4	36.4	35.2	1.19	1.70	0.277	0.716	0.723	0.980	0.994	0.827
MPI-ESM1-2-HR_CMIP6	[-]	35.6	35.6	35.0	0.600	1.61	0.252	0.826	0.677	0.983	0.980	0.829
NorESM2-MM_BARPA	[-]	36.4	36.4	35.2	1.23	1.75	0.804	0.711	0.728	0.945	0.992	0.821
NorESM2-MM_CCAM	[-]	33.2	33.2	35.2	-2.00	2.16	0.298	0.573	0.804	0.980	0.968	0.826
NorESM2-MM_CMIP6	[-]	33.2	33.2	35.0	-1.87	2.07	0.633	0.601	0.809	0.957	0.924	0.820

	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	[-]	36.4
ACCESS-CM2_BARPA	[-]	37.9	37.7	36.4	1.39	1.81	0.894	0.626	0.699	0.917	0.952	0.779
ACCESS-CM2_CCAM	[-]	37.1	37.0	36.4	0.634	1.67	0.575	0.740	0.622	0.956	0.957	0.780
ACCESS-CM2_CMIP6	[-]	36.6	36.6	35.9	0.658	1.68	0.988	0.751	0.595	0.907	0.923	0.754
ACCESS-ESM1-5_BARPA	[-]	38.4	38.3	36.4	1.93	2.21	0.844	0.525	0.723	0.918	0.977	0.773
ACCESS-ESM1-5_CCAM	[-]	38.0	37.9	36.4	1.50	2.07	0.665	0.602	0.630	0.948	0.976	0.757
ACCESS-ESM1-5_CMIP6	[-]	37.4	37.4	36.1	1.31	1.91	0.818	0.642	0.638	0.934	0.907	0.752
CESM2_BARPA	[-]	38.7	38.5	36.4	2.14	2.53	1.17	0.491	0.655	0.885	0.966	0.730
CESM2_CCAM	[-]	37.9	37.7	36.4	1.38	2.06	0.817	0.623	0.620	0.928	0.957	0.750
CMCC-ESM2_BARPA	[-]	38.8	38.6	36.4	2.25	2.66	1.11	0.472	0.640	0.890	0.983	0.725
CMCC-ESM2_CCAM	[-]	36.1	35.9	36.4	-0.420	1.42	0.856	0.762	0.693	0.922	0.928	0.799
CMCC-ESM2_CMIP6	[-]	34.8	34.8	36.2	-1.41	2.04	1.39	0.632	0.654	0.840	0.992	0.755
CNRM-ESM2-1_CCAM	[-]	34.4	34.3	36.4	-2.03	2.25	0.591	0.512	0.771	0.953	0.974	0.796
CNRM-ESM2-1_CMIP6	[-]	37.1	37.1	36.2	0.955	1.36	0.556	0.686	0.743	0.963	0.943	0.816
EC-Earth3_BARPA	[-]	37.8	37.7	36.4	1.29	1.75	0.714	0.643	0.699	0.945	0.991	0.795
EC-Earth3_CCAM	[-]	35.6	35.5	36.4	-0.870	1.76	0.451	0.718	0.627	0.964	0.987	0.785
EC-Earth3_CMIP6	[-]	35.0	35.0	36.2	-1.17	2.56	0.543	0.577	0.524	0.960	0.895	0.696
ERA5_BARPA	[-]	37.6	37.4	36.4	1.07	1.42	0.554	0.688	0.775	0.951	0.970	0.832
ERA5_CCAM	[-]	36.2	36.0	36.4	-0.313	1.13	0.438	0.810	0.739	0.965	0.988	0.848
MPI-ESM1-2-HR_BARPA	[-]	38.1	38.0	36.4	1.62	2.05	0.747	0.578	0.671	0.937	0.982	0.768
MPI-ESM1-2-HR_CMIP6	[-]	37.4	37.4	36.3	1.15	1.65	0.525	0.670	0.692	0.959	0.931	0.789
NorESM2-MM_BARPA	[-]	38.0	37.9	36.4	1.54	2.06	0.808	0.596	0.673	0.932	0.945	0.764
NorESM2-MM_CCAM	[-]	34.9	34.8	36.4	-1.60	2.01	0.514	0.592	0.701	0.960	0.957	0.782
NorESM2-MM_CMIP6	[-]	35.5	35.5	36.2	-0.731	1.47	0.711	0.706	0.727	0.938	0.938	0.807

	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	[-]	29.4
ACCESS-CM2_BARPA	[-]	30.0	30.0	29.4	0.590	1.46	0.0120	0.911	0.854	0.999	0.993	0.922
ACCESS-CM2_CCAM	[-]	30.7	30.7	29.4	1.34	2.37	0.00135	0.840	0.785	1.00	1.00	0.882
ACCESS-CM2_CMIP6	[-]	29.2	29.2	29.2	-0.0328	1.97	0.00	0.902	0.801	1.00	0.980	0.897
ACCESS-ESM1-5_BARPA	[-]	30.9	30.9	29.4	1.50	1.90	0.00	0.821	0.873	1.00	0.991	0.912
ACCESS-ESM1-5_CCAM	[-]	31.0	31.0	29.4	1.61	2.30	0.00291	0.812	0.813	1.00	0.999	0.888
ACCESS-ESM1-5_CMIP6	[-]	29.4	29.4	29.2	0.144	1.61	0.173	0.911	0.839	0.988	0.978	0.911
CESM2_BARPA	[-]	29.3	29.4	29.4	-0.0497	1.06	0.00	0.948	0.890	1.00	0.987	0.943
CESM2_CCAM	[-]	30.8	30.8	29.4	1.39	1.87	0.00	0.833	0.863	1.00	0.998	0.911
CMCC-ESM2_BARPA	[-]	29.7	29.7	29.4	0.335	1.33	0.00	0.930	0.862	1.00	0.991	0.929
CMCC-ESM2_CCAM	[-]	29.3	29.3	29.4	-0.0796	1.01	0.00	0.934	0.904	1.00	0.997	0.948
CMCC-ESM2_CMIP6	[-]	28.6	28.6	29.2	-0.569	1.25	0.00	0.883	0.916	1.00	0.994	0.942
CNRM-ESM2-1_CCAM	[-]	29.9	29.9	29.4	0.452	1.50	0.658	0.923	0.845	0.958	0.997	0.913
CNRM-ESM2-1_CMIP6	[-]	30.4	30.4	29.3	1.12	1.47	0.983	0.866	0.894	0.937	0.997	0.918
EC-Earth3_BARPA	[-]	31.4	31.5	29.4	2.06	2.25	0.00	0.768	0.900	1.00	0.997	0.913
EC-Earth3_CCAM	[-]	32.0	32.0	29.4	2.58	2.80	0.00	0.719	0.873	1.00	0.998	0.893
EC-Earth3_CMIP6	[-]	31.6	31.6	29.2	2.33	2.61	0.00	0.741	0.861	1.00	0.970	0.886
ERA5_BARPA	[-]	29.5	29.5	29.4	0.0493	0.909	0.00	0.948	0.910	1.00	0.993	0.952
ERA5_CCAM	[-]	30.1	30.1	29.4	0.656	1.22	0.00	0.910	0.893	1.00	1.00	0.939
MPI-ESM1-2-HR_BARPA	[-]	31.1	31.1	29.4	1.69	2.11	0.00	0.802	0.866	1.00	0.985	0.904
MPI-ESM1-2-HR_CMIP6	[-]	30.9	30.9	29.4	1.52	2.26	0.00	0.809	0.822	1.00	1.00	0.891
NorESM2-MM_BARPA	[-]	28.4	28.4	29.4	-0.996	1.93	0.00534	0.876	0.818	1.00	0.996	0.902
NorESM2-MM_CCAM	[-]	27.8	27.8	29.4	-1.62	2.17	0.00803	0.812	0.842	0.999	0.994	0.898
NorESM2-MM_CMIP6	[-]	27.4	27.4	29.2	-1.75	2.18	0.00	0.789	0.865	1.00	0.966	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	[-]	36.3
ACCESS-CM2_BARPA	[-]	36.9	36.9	36.3	0.637	1.18	0.245	0.888	0.840	0.983	0.998	0.910
ACCESS-CM2_CCAM	[-]	36.7	36.7	36.3	0.395	1.31	0.432	0.929	0.801	0.971	0.979	0.896
ACCESS-CM2_CMIP6	[-]	35.7	35.7	36.3	-0.605	1.31	0.279	0.888	0.814	0.981	0.998	0.899
ACCESS-ESM1-5_BARPA	[-]	37.6	37.6	36.3	1.36	1.66	0.307	0.779	0.842	0.974	0.996	0.887
ACCESS-ESM1-5_CCAM	[-]	37.3	37.3	36.3	1.01	1.46	0.601	0.830	0.830	0.960	0.999	0.890
ACCESS-ESM1-5_CMIP6	[-]	36.0	36.0	36.3	-0.275	1.34	0.729	0.911	0.803	0.951	0.991	0.892
CESM2_BARPA	[-]	37.2	37.2	36.3	0.907	1.28	0.232	0.842	0.850	0.984	0.984	0.902
CESM2_CCAM	[-]	36.3	36.3	36.3	0.0340	0.861	0.316	0.930	0.873	0.979	0.997	0.930
CMCC-ESM2_BARPA	[-]	37.5	37.5	36.3	1.24	1.69	0.227	0.791	0.812	0.985	0.990	0.878
CMCC-ESM2_CCAM	[-]	36.1	36.1	36.3	-0.201	0.825	0.270	0.937	0.876	0.982	0.990	0.932
CMCC-ESM2_CMIP6	[-]	35.2	35.2	36.3	-1.05	1.48	0.721	0.814	0.837	0.918	0.994	0.880
CNRM-ESM2-1_CCAM	[-]	34.6	34.6	36.3	-1.72	1.93	0.525	0.719	0.879	0.965	0.979	0.884
CNRM-ESM2-1_CMIP6	[-]	36.1	36.1	36.3	-0.211	0.855	0.415	0.925	0.881	0.972	0.996	0.931
EC-Earth3_BARPA	[-]	37.5	37.5	36.3	1.21	1.53	0.217	0.803	0.846	0.985	0.999	0.896
EC-Earth3_CCAM	[-]	36.8	36.8	36.3	0.553	0.962	0.292	0.891	0.891	0.980	0.944	0.919
EC-Earth3_CMIP6	[-]	36.5	36.5	36.3	0.227	1.09	0.491	0.889	0.858	0.966	0.980	0.910
ERA5_BARPA	[-]	36.7	36.7	36.3	0.420	0.811	0.226	0.921	0.887	0.985	0.999	0.936
ERA5_CCAM	[-]	36.4	36.4	36.3	0.0779	0.478	0.190	0.943	0.945	0.987	0.999	0.964
MPI-ESM1-2-HR_BARPA	[-]	37.6	37.6	36.3	1.29	1.46	0.370	0.791	0.887	0.975	0.996	0.907
MPI-ESM1-2-HR_CMIP6	[-]	37.3	37.3	36.2	1.04	1.55	0.607	0.831	0.815	0.959	0.987	0.882
NorESM2-MM_BARPA	[-]	36.4	36.4	36.3	0.110	1.60	0.222	0.903	0.763	0.985	0.967	0.876
NorESM2-MM_CCAM	[-]	34.3	34.2	36.3	-2.03	2.24	0.389	0.685	0.861	0.974	0.996	0.875
NorESM2-MM_CMIP6	[-]	34.4	34.4	36.3	-1.82	2.01	0.321	0.715	0.871	0.978	0.985	0.884

	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	[-]	34.6
ACCESS-CM2_BARPA	[-]	35.4	35.4	34.6	0.810	1.28	0.123	0.890	0.872	0.992	0.988	0.923
ACCESS-CM2_CCAM	[-]	35.5	35.5	34.6	0.961	1.69	0.00858	0.873	0.826	0.999	0.932	0.891
ACCESS-CM2_CMIP6	[-]	34.1	34.1	34.5	-0.360	1.26	0.0156	0.917	0.854	0.999	0.986	0.922
ACCESS-ESM1-5_BARPA	[-]	36.3	36.3	34.6	1.75	1.93	0.00570	0.775	0.893	1.00	0.989	0.910
ACCESS-ESM1-5_CCAM	[-]	35.7	35.7	34.6	1.16	1.74	0.0227	0.847	0.834	0.998	0.970	0.897
ACCESS-ESM1-5_CMIP6	[-]	34.6	34.6	34.4	0.293	1.42	0.297	0.915	0.837	0.980	0.967	0.907
CESM2_BARPA	[-]	35.1	35.1	34.6	0.554	1.10	0.00653	0.915	0.883	1.00	1.00	0.936
CESM2_CCAM	[-]	34.9	34.9	34.6	0.317	0.975	0.0147	0.929	0.899	0.999	0.909	0.927
CMCC-ESM2_BARPA	[-]	35.5	35.5	34.6	0.909	1.58	0.00610	0.876	0.834	1.00	0.998	0.908
CMCC-ESM2_CCAM	[-]	34.6	34.6	34.6	0.0473	0.894	0.0146	0.948	0.897	0.999	0.970	0.942
CMCC-ESM2_CMIP6	[-]	33.6	33.6	34.4	-0.756	1.10	0.0382	0.885	0.911	0.997	0.997	0.940
CNRM-ESM2-1_CCAM	[-]	33.9	33.9	34.6	-0.644	1.19	0.132	0.874	0.912	0.991	0.872	0.912
CNRM-ESM2-1_CMIP6	[-]	35.0	35.0	34.5	0.494	1.10	0.168	0.900	0.895	0.989	0.859	0.908
EC-Earth3_BARPA	[-]	36.5	36.4	34.6	1.89	2.02	0.00652	0.760	0.905	1.00	0.962	0.906
EC-Earth3_CCAM	[-]	36.5	36.5	34.6	1.90	1.98	0.00414	0.761	0.924	1.00	0.903	0.902
EC-Earth3_CMIP6	[-]	36.0	36.0	34.5	1.47	1.62	0.0719	0.811	0.912	0.995	0.957	0.917
ERA5_BARPA	[-]	35.0	35.0	34.6	0.433	0.781	0.00528	0.935	0.923	1.00	0.992	0.954
ERA5_CCAM	[-]	35.3	35.3	34.6	0.694	0.860	0.00490	0.901	0.947	1.00	0.982	0.955
MPI-ESM1-2-HR_BARPA	[-]	36.3	36.3	34.6	1.78	1.88	0.00575	0.773	0.921	1.00	0.972	0.917
MPI-ESM1-2-HR_CMIP6	[-]	35.8	35.8	34.5	1.28	1.66	0.112	0.825	0.872	0.992	0.998	0.912
NorESM2-MM_BARPA	[-]	33.9	33.9	34.6	-0.630	1.72	0.0133	0.888	0.807	0.999	1.00	0.900
NorESM2-MM_CCAM	[-]	32.7	32.7	34.6	-1.81	2.36	0.0100	0.757	0.821	0.999	0.995	0.879
NorESM2-MM_CMIP6	[-]	32.7	32.7	34.4	-1.70	2.12	0.0298	0.774	0.839	0.998	1.00	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	[-]	20.7
ACCESS-CM2_BARPA	[-]	21.0	20.9	20.7	0.208	1.24	0.210	0.862	0.855	0.987	0.999	0.911
ACCESS-CM2_CCAM	[-]	22.3	22.1	20.7	1.40	2.23	0.272	0.768	0.747	0.983	0.990	0.847
ACCESS-CM2_CMIP6	[-]	20.5	20.5	20.1	0.397	1.64	0.00	0.781	0.839	1.00	0.0447	0.701
ACCESS-ESM1-5_BARPA	[-]	21.8	21.7	20.7	1.03	1.52	0.117	0.812	0.849	0.993	0.993	0.899
ACCESS-ESM1-5_CCAM	[-]	22.3	22.1	20.7	1.45	2.14	0.117	0.762	0.769	0.993	0.994	0.857
ACCESS-ESM1-5_CMIP6	[-]	19.1	19.1	19.0	0.178	0.347	0.00	0.954	0.923	1.00	1.00	0.960
CESM2_BARPA	[-]	19.7	19.6	20.7	-1.10	1.63	0.172	0.789	0.863	0.989	0.999	0.901
CESM2_CCAM	[-]	20.8	20.7	20.7	-0.0357	1.58	0.0391	0.865	0.793	0.997	0.991	0.888
CMCC-ESM2_BARPA	[-]	20.5	20.5	20.7	-0.230	1.23	0.0195	0.843	0.877	0.999	0.999	0.919
CMCC-ESM2_CCAM	[-]	21.4	21.3	20.7	0.609	1.16	0.0195	0.846	0.886	0.999	0.992	0.922
CMCC-ESM2_CMIP6	[-]	20.0	20.0	20.0	-0.0288	1.12	0.495	0.879	0.815	0.968	0.758	0.847
CNRM-ESM2-1_CCAM	[-]	21.9	21.8	20.7	1.08	1.77	0.965	0.794	0.806	0.938	0.999	0.869
CNRM-ESM2-1_CMIP6	[-]	21.5	21.5	20.0	1.51	1.63	0.983	0.728	0.884	0.937	0.998	0.886
EC-Earth3_BARPA	[-]	22.2	22.2	20.7	1.49	1.78	0.0391	0.762	0.856	0.997	0.998	0.894
EC-Earth3_CCAM	[-]	23.4	23.3	20.7	2.59	2.81	0.0391	0.626	0.825	0.997	1.00	0.855
EC-Earth3_CMIP6	[-]	22.2	22.2	20.3	1.83	2.03	0.00	0.705	0.843	1.00	0.993	0.877
ERA5_BARPA	[-]	20.5	20.4	20.7	-0.270	1.06	0.0195	0.853	0.907	0.999	0.998	0.933
ERA5_CCAM	[-]	22.1	21.9	20.7	1.21	1.53	0.0195	0.786	0.872	0.999	0.997	0.905
MPI-ESM1-2-HR_BARPA	[-]	21.0	20.9	20.7	0.205	1.43	0.0777	0.864	0.815	0.993	0.992	0.896
MPI-ESM1-2-HR_CMIP6	[-]	21.4	21.4	20.5	0.857	2.04	0.00	0.784	0.755	1.00	0.952	0.849
NorESM2-MM_BARPA	[-]	19.6	19.6	20.7	-1.10	1.68	0.888	0.772	0.873	0.943	0.995	0.891
NorESM2-MM_CCAM	[-]	20.1	19.9	20.7	-0.755	1.64	0.368	0.851	0.810	0.976	0.992	0.888
NorESM2-MM_CMIP6	[-]	20.1	20.1	20.0	0.111	0.935	0.00	0.904	0.839	1.00	0.573	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	[-]	20.0
ACCESS-CM2_BARPA	[-]	19.5	19.3	20.0	-0.726	1.13	0.468	0.859	0.887	0.970	0.993	0.919
ACCESS-CM2_CCAM	[-]	20.1	19.9	20.0	-0.100	1.24	0.282	0.896	0.828	0.982	0.999	0.907
ACCESS-CM2_CMIP6	[-]	17.1	17.1	19.1	-1.95	2.29	0.983	0.649	0.765	0.937	1.00	0.823
ACCESS-ESM1-5_BARPA	[-]	20.0	19.8	20.0	-0.177	0.836	0.158	0.901	0.904	0.990	0.996	0.939
ACCESS-ESM1-5_CCAM	[-]	19.8	19.6	20.0	-0.390	1.12	0.0636	0.889	0.866	0.996	0.996	0.923
ACCESS-ESM1-5_CMIP6	[-]	19.2	19.2	19.6	-0.422	2.20	0.00	0.726	0.758	1.00	0.763	0.801
CESM2_BARPA	[-]	18.2	18.0	20.0	-1.97	2.13	0.109	0.701	0.878	0.993	0.993	0.888
CESM2_CCAM	[-]	18.5	18.3	20.0	-1.68	1.96	0.379	0.741	0.855	0.976	0.999	0.885
CMCC-ESM2_BARPA	[-]	19.1	18.9	20.0	-1.10	1.36	0.0159	0.817	0.894	0.999	0.999	0.921
CMCC-ESM2_CCAM	[-]	19.8	19.7	20.0	-0.346	0.977	0.0159	0.883	0.891	0.999	0.999	0.932
CMCC-ESM2_CMIP6	[-]	19.4	19.4	19.6	-0.159	2.86	0.333	0.632	0.776	0.979	0.707	0.774
CNRM-ESM2-1_CCAM	[-]	19.4	19.3	20.0	-0.719	1.30	0.984	0.847	0.867	0.937	0.999	0.903
CNRM-ESM2-1_CMIP6	[-]	20.6	20.6	19.4	1.20	1.50	0.983	0.790	0.867	0.937	0.991	0.890
EC-Earth3_BARPA	[-]	20.8	20.6	20.0	0.590	1.03	0.0622	0.872	0.883	0.996	0.999	0.927
EC-Earth3_CCAM	[-]	21.3	21.2	20.0	1.20	1.51	0.139	0.792	0.868	0.991	0.998	0.904
EC-Earth3_CMIP6	[-]	21.4	21.4	19.8	1.63	1.99	0.00	0.741	0.823	1.00	0.983	0.874
ERA5_BARPA	[-]	19.4	19.2	20.0	-0.800	1.08	0.00	0.845	0.920	1.00	0.999	0.937
ERA5_CCAM	[-]	20.3	20.1	20.0	0.114	0.770	0.00	0.892	0.921	1.00	0.999	0.947
MPI-ESM1-2-HR_BARPA	[-]	19.3	19.1	20.0	-0.861	1.33	0.0630	0.841	0.860	0.996	0.998	0.911
MPI-ESM1-2-HR_CMIP6	[-]	18.8	18.8	19.5	-0.707	1.70	0.386	0.833	0.766	0.954	0.600	0.784
NorESM2-MM_BARPA	[-]	18.4	18.2	20.0	-1.80	1.94	0.736	0.728	0.885	0.953	0.999	0.890
NorESM2-MM_CCAM	[-]	18.1	18.0	20.0	-2.04	2.26	0.751	0.692	0.854	0.952	0.999	0.870
NorESM2-MM_CMIP6	[-]	19.0	19.0	19.6	-0.576	1.73	0.983	0.745	0.840	0.937	0.993	0.871

	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	[-]	25.0
ACCESS-CM2_BARPA	[-]	25.3	25.0	25.0	-0.0113	1.55	0.0186	0.854	0.861	0.999	0.956	0.906
ACCESS-CM2_CCAM	[-]	27.3	27.1	25.0	2.10	2.84	0.00	0.722	0.772	1.00	0.918	0.837
ACCESS-CM2_CMIP6	[-]	24.9	24.9	24.4	0.520	1.82	0.00	0.858	0.763	1.00	0.460	0.769
ACCESS-ESM1-5_BARPA	[-]	26.3	26.0	25.0	0.976	1.73	0.0810	0.823	0.862	0.995	0.941	0.897
ACCESS-ESM1-5_CCAM	[-]	27.6	27.4	25.0	2.40	2.93	0.00	0.695	0.794	1.00	0.939	0.844
ACCESS-ESM1-5_CMIP6	[-]	25.2	25.2	24.5	0.653	1.29	0.00	0.891	0.824	1.00	0.977	0.903
CESM2_BARPA	[-]	24.4	24.0	25.0	-0.952	1.61	0.00	0.824	0.896	1.00	0.964	0.916
CESM2_CCAM	[-]	27.4	27.2	25.0	2.19	2.87	0.00	0.709	0.787	1.00	0.921	0.841
CMCC-ESM2_BARPA	[-]	24.8	24.5	25.0	-0.529	1.51	0.00	0.842	0.887	1.00	0.961	0.915
CMCC-ESM2_CCAM	[-]	25.4	25.2	25.0	0.166	1.25	0.00	0.859	0.910	1.00	0.941	0.924
CMCC-ESM2_CMIP6	[-]	24.5	24.5	24.1	0.436	1.56	0.00	0.833	0.861	1.00	0.110	0.733
CNRM-ESM2-1_CCAM	[-]	26.5	26.3	25.0	1.32	2.18	1.00	0.792	0.807	0.934	0.928	0.854
CNRM-ESM2-1_CMIP6	[-]	24.7	24.7	24.0	0.779	1.35	1.00	0.887	0.879	0.935	0.735	0.863
EC-Earth3_BARPA	[-]	26.4	26.1	25.0	1.10	1.75	0.0716	0.819	0.863	0.995	0.962	0.900
EC-Earth3_CCAM	[-]	28.0	27.8	25.0	2.86	3.18	0.00	0.656	0.825	1.00	0.956	0.852
EC-Earth3_CMIP6	[-]	27.9	27.9	25.2	2.72	3.13	0.0886	0.666	0.791	0.994	0.986	0.846
ERA5_BARPA	[-]	24.5	24.2	25.0	-0.835	1.45	0.00	0.831	0.923	1.00	0.981	0.932
ERA5_CCAM	[-]	26.2	26.0	25.0	0.953	1.47	0.00	0.829	0.906	1.00	0.957	0.920
MPI-ESM1-2-HR_BARPA	[-]	26.3	26.0	25.0	0.970	1.89	0.00	0.812	0.840	1.00	0.923	0.883
MPI-ESM1-2-HR_CMIP6	[-]	27.2	27.2	24.7	2.53	3.40	0.00	0.676	0.708	1.00	0.994	0.817
NorESM2-MM_BARPA	[-]	23.7	23.4	25.0	-1.60	2.16	0.0960	0.771	0.859	0.994	0.973	0.891
NorESM2-MM_CCAM	[-]	25.0	24.8	25.0	-0.201	1.60	0.0194	0.874	0.839	0.999	0.948	0.900
NorESM2-MM_CMIP6	[-]	23.9	23.9	24.1	-0.186	1.44	0.00	0.837	0.832	1.00	0.673	0.835

	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	[-]	26.0
ACCESS-CM2_BARPA	[-]	27.1	27.1	26.0	1.05	1.96	0.542	0.863	0.814	0.965	0.989	0.889
ACCESS-CM2_CCAM	[-]	28.4	28.3	26.0	2.26	3.21	0.00	0.742	0.741	1.00	0.999	0.845
ACCESS-CM2_CMIP6	[-]	22.8	22.8	24.5	-1.75	1.95	0.328	0.763	0.887	0.979	0.584	0.820
ACCESS-ESM1-5_BARPA	[-]	28.0	27.9	26.0	1.91	2.35	0.00	0.774	0.839	1.00	0.992	0.889
ACCESS-ESM1-5_CCAM	[-]	28.5	28.4	26.0	2.37	3.12	0.00	0.731	0.765	1.00	0.996	0.851
ACCESS-ESM1-5_CMIP6	[-]	26.7	26.7	26.2	0.470	1.38	0.00	0.942	0.849	1.00	0.851	0.898
CESM2_BARPA	[-]	25.8	25.8	26.0	-0.232	1.33	0.00	0.919	0.863	1.00	0.988	0.927
CESM2_CCAM	[-]	27.7	27.5	26.0	1.50	2.30	0.00	0.821	0.797	1.00	0.998	0.882
CMCC-ESM2_BARPA	[-]	26.5	26.5	26.0	0.489	1.49	0.00	0.917	0.847	1.00	0.988	0.920
CMCC-ESM2_CCAM	[-]	27.0	26.9	26.0	0.901	1.32	0.00	0.885	0.887	1.00	0.994	0.931
CMCC-ESM2_CMIP6	[-]	25.5	25.5	25.8	-0.333	0.938	0.00	0.914	0.911	1.00	0.945	0.936
CNRM-ESM2-1_CCAM	[-]	27.7	27.6	26.0	1.58	2.25	0.961	0.811	0.811	0.938	0.982	0.871
CNRM-ESM2-1_CMIP6	[-]	25.9	25.9	23.6	2.28	2.36	0.983	0.679	0.897	0.937	1.00	0.882
EC-Earth3_BARPA	[-]	28.7	28.7	26.0	2.64	2.91	0.00	0.704	0.854	1.00	0.997	0.882
EC-Earth3_CCAM	[-]	29.6	29.5	26.0	3.47	3.71	0.00	0.632	0.840	1.00	0.992	0.860
EC-Earth3_CMIP6	[-]	28.7	28.7	25.6	3.07	3.43	0.00	0.654	0.806	1.00	0.981	0.849
ERA5_BARPA	[-]	26.7	26.7	26.1	0.598	1.32	0.00	0.902	0.879	1.00	0.998	0.931
ERA5_CCAM	[-]	28.0	27.9	26.1	1.81	2.15	0.00	0.788	0.861	1.00	0.998	0.901
MPI-ESM1-2-HR_BARPA	[-]	27.6	27.6	26.0	1.54	2.21	0.00	0.811	0.817	1.00	0.996	0.888
MPI-ESM1-2-HR_CMIP6	[-]	27.7	27.7	25.9	1.83	2.46	0.00	0.781	0.802	1.00	0.555	0.788
NorESM2-MM_BARPA	[-]	25.5	25.4	26.0	-0.590	1.64	0.00	0.887	0.839	1.00	0.975	0.908
NorESM2-MM_CCAM	[-]	25.6	25.4	26.0	-0.588	1.55	0.112	0.887	0.850	0.993	0.986	0.913
NorESM2-MM_CMIP6	[-]	24.9	24.9	25.8	-0.867	1.22	0.196	0.883	0.890	0.987	0.997	0.930

	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	[-]	32.2	31.7	30.6	1.13	1.86	0.00	0.844	0.834	1.00	0.999	0.902
ACCESS-CM2_CCAM	[-]	33.0	32.6	30.6	2.01	2.79	0.00	0.748	0.780	1.00	0.998	0.861
ACCESS-CM2_CMIP6	[-]	29.5	29.5	28.3	1.14	1.68	0.00	0.824	0.820	1.00	0.993	0.891
ACCESS-ESM1-5_BARPA	[-]	33.2	32.7	30.6	2.07	2.37	0.00708	0.750	0.869	1.00	0.996	0.897
ACCESS-ESM1-5_CCAM	[-]	32.8	32.5	30.6	1.89	2.61	0.00	0.761	0.793	1.00	0.999	0.869
ACCESS-ESM1-5_CMIP6	[-]	31.3	31.3	29.5	1.79	2.44	0.00	0.778	0.796	1.00	0.702	0.814
CESM2_BARPA	[-]	31.5	31.0	30.6	0.405	1.28	0.00	0.897	0.882	1.00	0.986	0.929
CESM2_CCAM	[-]	32.4	32.1	30.6	1.50	1.91	0.00	0.796	0.884	1.00	0.990	0.911
CMCC-ESM2_BARPA	[-]	31.9	31.4	30.6	0.771	1.72	0.00	0.875	0.832	1.00	0.995	0.907
CMCC-ESM2_CCAM	[-]	31.6	31.3	30.6	0.668	1.46	0.00	0.879	0.866	1.00	0.998	0.922
CMCC-ESM2_CMIP6	[-]	29.4	29.4	29.8	-0.412	1.94	0.00	0.788	0.888	1.00	0.967	0.906
CNRM-ESM2-1_CCAM	[-]	31.7	31.5	30.6	0.853	1.54	0.595	0.867	0.865	0.962	0.993	0.910
CNRM-ESM2-1_CMIP6	[-]	32.7	32.7	30.5	2.22	2.41	0.587	0.723	0.871	0.962	0.959	0.877
EC-Earth3_BARPA	[-]	33.6	33.1	30.6	2.49	2.67	0.00708	0.708	0.895	1.00	0.996	0.899
EC-Earth3_CCAM	[-]	33.8	33.5	30.6	2.86	3.04	0.00	0.671	0.883	1.00	0.998	0.887
EC-Earth3_CMIP6	[-]	32.2	32.2	29.5	2.66	3.04	0.00	0.672	0.854	1.00	0.885	0.853
ERA5_BARPA	[-]	31.9	31.4	30.6	0.805	1.37	0.00	0.878	0.883	1.00	0.999	0.929
ERA5_CCAM	[-]	32.3	32.0	30.6	1.39	1.76	0.00	0.815	0.884	1.00	1.00	0.917
MPI-ESM1-2-HR_BARPA	[-]	33.3	32.9	30.6	2.26	2.49	0.00	0.733	0.878	1.00	0.989	0.896
MPI-ESM1-2-HR_CMIP6	[-]	33.3	33.3	30.4	2.90	3.22	0.00	0.666	0.822	1.00	0.809	0.824
NorESM2-MM_BARPA	[-]	30.5	30.1	30.6	-0.528	1.89	0.00	0.883	0.804	1.00	1.00	0.898
NorESM2-MM_CCAM	[-]	29.4	29.2	30.6	-1.44	2.22	0.0196	0.809	0.818	0.999	0.999	0.888
NorESM2-MM_CMIP6	[-]	28.3	28.3	29.8	-1.50	2.29	0.00	0.807	0.813	1.00	0.948	0.876

	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	[-]	31.4
ACCESS-CM2_BARPA	[-]	32.0	31.9	31.4	0.533	1.59	0.170	0.911	0.825	0.989	0.997	0.909
ACCESS-CM2_CCAM	[-]	33.1	33.0	31.4	1.62	2.38	0.0543	0.796	0.791	0.996	0.979	0.870
ACCESS-CM2_CMIP6	[-]	31.0	31.0	30.9	0.104	1.68	0.0767	0.889	0.826	0.995	0.978	0.903
ACCESS-ESM1-5_BARPA	[-]	33.1	33.0	31.4	1.60	2.00	0.0630	0.796	0.852	0.996	0.999	0.899
ACCESS-ESM1-5_CCAM	[-]	33.0	32.9	31.4	1.54	2.35	0.0633	0.805	0.787	0.995	0.993	0.873
ACCESS-ESM1-5_CMIP6	[-]	31.5	31.5	30.9	0.680	1.30	0.00	0.893	0.868	1.00	0.999	0.926
CESM2_BARPA	[-]	30.9	30.9	31.4	-0.508	1.55	0.0670	0.888	0.839	0.995	0.995	0.911
CESM2_CCAM	[-]	31.7	31.6	31.4	0.266	1.72	0.0632	0.903	0.814	0.996	0.997	0.904
CMCC-ESM2_BARPA	[-]	31.8	31.7	31.4	0.385	1.42	0.0633	0.921	0.842	0.995	0.997	0.919
CMCC-ESM2_CCAM	[-]	31.7	31.7	31.4	0.296	1.22	0.0473	0.912	0.871	0.997	0.993	0.929
CMCC-ESM2_CMIP6	[-]	30.0	30.0	30.9	-0.936	1.47	0.0756	0.848	0.888	0.995	0.959	0.916
CNRM-ESM2-1_CCAM	[-]	31.3	31.2	31.4	-0.157	1.56	0.232	0.874	0.854	0.985	0.957	0.905
CNRM-ESM2-1_CMIP6	[-]	31.6	31.6	31.0	0.624	1.46	0.0979	0.873	0.851	0.994	0.950	0.904
EC-Earth3_BARPA	[-]	33.5	33.4	31.4	2.08	2.47	0.220	0.747	0.833	0.985	0.988	0.877
EC-Earth3_CCAM	[-]	34.1	34.0	31.4	2.66	2.86	0.0598	0.690	0.868	0.996	0.989	0.882
EC-Earth3_CMIP6	[-]	33.3	33.3	31.3	1.99	2.24	0.0431	0.757	0.869	0.997	0.968	0.892
ERA5_BARPA	[-]	31.5	31.4	31.4	0.0428	1.05	0.0525	0.920	0.893	0.996	0.993	0.939
ERA5_CCAM	[-]	32.7	32.6	31.4	1.16	1.48	0.0562	0.848	0.890	0.996	0.978	0.920
MPI-ESM1-2-HR_BARPA	[-]	32.4	32.3	31.4	0.896	1.74	0.0595	0.872	0.831	0.996	0.996	0.905
MPI-ESM1-2-HR_CMIP6	[-]	32.2	32.2	31.4	0.861	1.48	0.0274	0.880	0.855	0.998	0.990	0.916
NorESM2-MM_BARPA	[-]	30.0	29.9	31.4	-1.42	2.11	0.115	0.805	0.828	0.992	0.997	0.890
NorESM2-MM_CCAM	[-]	30.1	30.0	31.4	-1.41	2.14	0.0490	0.813	0.826	0.997	0.994	0.891
NorESM2-MM_CMIP6	[-]	29.0	29.0	30.9	-1.89	2.11	0.0756	0.763	0.885	0.995	0.976	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	[-]	32.5
ACCESS-CM2_BARPA	[-]	34.1	34.0	32.5	1.49	1.75	0.935	0.532	0.748	0.934	0.982	0.789
ACCESS-CM2_CCAM	[-]	34.3	34.1	32.5	1.66	2.15	0.982	0.514	0.587	0.928	0.995	0.722
ACCESS-CM2_CMIP6	[-]	31.0	31.0	31.0	-0.0673	1.30	1.42	0.699	0.606	0.836	0.813	0.712
ACCESS-ESM1-5_BARPA	[-]	34.3	34.2	32.5	1.72	1.91	0.450	0.493	0.781	0.969	0.990	0.803
ACCESS-ESM1-5_CCAM	[-]	34.9	34.7	32.5	2.20	2.41	0.482	0.415	0.682	0.967	0.994	0.748
ACCESS-ESM1-5_CMIP6	[-]	33.2	33.2	32.0	1.18	1.97	0.508	0.613	0.582	0.966	0.364	0.621
CESM2_BARPA	[-]	34.8	34.6	32.5	2.16	2.29	0.513	0.416	0.780	0.962	0.997	0.787
CESM2_CCAM	[-]	34.7	34.5	32.5	2.01	2.31	0.574	0.449	0.640	0.962	0.994	0.737
CMCC-ESM2_BARPA	[-]	34.7	34.5	32.5	2.03	2.25	0.620	0.435	0.716	0.949	0.997	0.762
CMCC-ESM2_CCAM	[-]	33.4	33.2	32.5	0.746	1.09	0.204	0.735	0.771	0.986	0.971	0.847
CMCC-ESM2_CMIP6	[-]	31.7	31.7	32.4	-0.740	1.26	0.569	0.623	0.756	0.962	0.962	0.812
CNRM-ESM2-1_CCAM	[-]	31.5	31.4	32.5	-1.09	1.48	0.659	0.634	0.699	0.951	0.994	0.796
CNRM-ESM2-1_CMIP6	[-]	32.9	32.9	32.1	0.794	1.42	1.19	0.662	0.586	0.902	0.881	0.724
EC-Earth3_BARPA	[-]	33.6	33.5	32.5	0.985	1.35	0.414	0.669	0.720	0.969	0.982	0.812
EC-Earth3_CCAM	[-]	32.8	32.6	32.5	0.156	1.25	0.353	0.766	0.676	0.977	0.928	0.804
EC-Earth3_CMIP6	[-]	32.1	32.1	32.6	-0.461	1.74	0.185	0.632	0.582	0.988	0.857	0.728
ERA5_BARPA	[-]	33.7	33.5	32.5	1.01	1.23	0.437	0.648	0.813	0.971	1.00	0.849
ERA5_CCAM	[-]	33.1	32.9	32.5	0.470	1.10	0.370	0.768	0.739	0.975	0.956	0.836
MPI-ESM1-2-HR_BARPA	[-]	33.8	33.6	32.5	1.14	1.58	0.625	0.602	0.686	0.958	0.989	0.784
MPI-ESM1-2-HR_CMIP6	[-]	33.6	33.6	31.5	2.16	2.68	0.681	0.446	0.612	0.955	0.789	0.683
NorESM2-MM_BARPA	[-]	34.4	34.3	32.5	1.82	1.92	0.331	0.480	0.799	0.978	0.995	0.810
NorESM2-MM_CCAM	[-]	31.9	31.8	32.5	-0.688	1.26	0.535	0.680	0.741	0.964	0.951	0.815
NorESM2-MM_CMIP6	[-]	31.8	31.8	32.4	-0.558	1.33	0.797	0.641	0.708	0.947	0.924	0.786

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 18:30:25 2024: ncatted -a missing_value,TXx,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TXx/v20240411/TXx_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 15:20:16 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/TXx/v20240411/TXx_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/TXx/v20240411/TXx_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231_compressed.nc Tue May 14 23:03:52 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 TXx /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TXx/v20240411/TXx_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:: TXx

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