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	[-]	10.9
ACCESS-CM2_BARPA	[-]	10.1	10.1	10.9	-0.827	1.62	0.668	0.802	0.818	0.952	0.973	0.873
ACCESS-CM2_CCAM	[-]	9.41	9.45	10.9	-1.49	1.78	0.438	0.745	0.872	0.969	0.987	0.889
ACCESS-CM2_CMIP6	[-]	12.5	12.5	11.1	1.38	1.68	0.339	0.754	0.856	0.977	0.998	0.888
ACCESS-ESM1-5_BARPA	[-]	10.7	10.7	10.9	-0.217	1.36	0.385	0.841	0.838	0.973	0.982	0.895
ACCESS-ESM1-5_CCAM	[-]	10.2	10.3	10.9	-0.666	1.40	0.291	0.803	0.879	0.980	0.996	0.907
ACCESS-ESM1-5_CMIP6	[-]	12.2	12.2	11.2	0.997	1.52	0.391	0.797	0.852	0.974	0.996	0.895
CESM2_BARPA	[-]	8.98	9.03	10.9	-1.91	2.22	0.288	0.687	0.841	0.979	0.989	0.867
CESM2_CCAM	[-]	9.11	9.15	10.9	-1.79	2.01	0.230	0.701	0.880	0.984	0.995	0.888
CMCC-ESM2_BARPA	[-]	9.66	9.71	10.9	-1.24	1.66	0.250	0.769	0.853	0.983	0.989	0.889
CMCC-ESM2_CCAM	[-]	9.75	9.79	10.9	-1.15	1.59	0.329	0.778	0.868	0.977	0.996	0.897
CMCC-ESM2_CMIP6	[-]	13.6	13.6	11.0	2.62	2.80	0.506	0.603	0.855	0.961	0.989	0.853
CNRM-ESM2-1_CCAM	[-]	8.33	8.37	10.9	-2.57	2.80	0.685	0.614	0.848	0.954	0.963	0.845
CNRM-ESM2-1_CMIP6	[-]	11.6	11.6	11.1	0.461	1.45	0.615	0.798	0.860	0.960	0.988	0.893
EC-Earth3_BARPA	[-]	10.2	10.2	10.9	-0.705	1.65	0.413	0.784	0.834	0.970	0.927	0.870
EC-Earth3_CCAM	[-]	11.0	11.1	10.9	0.115	1.33	0.292	0.825	0.858	0.978	0.955	0.895
EC-Earth3_CMIP6	[-]	12.1	12.1	11.0	1.12	1.77	0.271	0.751	0.857	0.981	0.952	0.879
ERA5_BARPA	[-]	9.70	9.76	11.0	-1.21	1.68	0.173	0.766	0.861	0.988	0.974	0.890
ERA5_CCAM	[-]	9.56	9.61	11.0	-1.36	1.71	0.180	0.756	0.872	0.987	0.993	0.896
MPI-ESM1-2-HR_BARPA	[-]	8.89	8.95	10.9	-2.00	2.37	0.263	0.676	0.815	0.981	0.985	0.854
MPI-ESM1-2-HR_CMIP6	[-]	13.4	13.4	11.1	2.37	2.58	0.469	0.638	0.853	0.967	0.992	0.861
NorESM2-MM_BARPA	[-]	9.54	9.59	10.9	-1.36	1.81	0.406	0.755	0.843	0.973	0.981	0.879
NorESM2-MM_CCAM	[-]	8.16	8.20	10.9	-2.75	2.98	0.435	0.591	0.825	0.971	0.991	0.841
NorESM2-MM_CMIP6	[-]	13.1	13.1	11.0	2.11	2.36	0.364	0.665	0.843	0.976	0.996	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	[-]	6.08
ACCESS-CM2_BARPA	[-]	6.88	6.91	6.08	0.831	1.28	0.737	0.863	0.863	0.953	0.989	0.911
ACCESS-CM2_CCAM	[-]	6.28	6.29	6.08	0.213	1.02	0.570	0.948	0.852	0.963	0.998	0.931
ACCESS-CM2_CMIP6	[-]	7.51	7.51	6.03	1.48	1.71	0.325	0.779	0.878	0.979	0.997	0.905
ACCESS-ESM1-5_BARPA	[-]	7.69	7.72	6.08	1.64	1.82	0.188	0.757	0.882	0.988	0.996	0.903
ACCESS-ESM1-5_CCAM	[-]	7.40	7.41	6.08	1.33	1.59	0.564	0.798	0.868	0.964	0.997	0.902
ACCESS-ESM1-5_CMIP6	[-]	8.08	8.08	6.39	1.69	1.92	0.223	0.755	0.878	0.986	0.992	0.900
CESM2_BARPA	[-]	5.75	5.78	6.08	-0.301	0.912	0.227	0.915	0.889	0.985	0.985	0.937
CESM2_CCAM	[-]	5.93	5.95	6.08	-0.136	0.735	0.122	0.936	0.904	0.992	0.998	0.952
CMCC-ESM2_BARPA	[-]	6.24	6.27	6.08	0.189	0.826	0.205	0.924	0.898	0.987	0.983	0.942
CMCC-ESM2_CCAM	[-]	6.14	6.16	6.08	0.0799	0.898	0.349	0.940	0.876	0.978	0.989	0.938
CMCC-ESM2_CMIP6	[-]	9.44	9.44	6.07	3.37	3.48	0.771	0.577	0.871	0.951	0.826	0.813
CNRM-ESM2-1_CCAM	[-]	5.24	5.26	6.08	-0.824	1.68	0.524	0.867	0.786	0.966	0.983	0.888
CNRM-ESM2-1_CMIP6	[-]	7.06	7.06	6.39	0.669	1.28	0.789	0.876	0.852	0.949	0.996	0.911
EC-Earth3_BARPA	[-]	6.79	6.83	6.08	0.746	1.11	0.304	0.870	0.890	0.981	0.984	0.927
EC-Earth3_CCAM	[-]	7.77	7.79	6.08	1.71	1.98	0.737	0.746	0.851	0.953	0.992	0.882
EC-Earth3_CMIP6	[-]	9.57	9.57	6.06	3.51	3.65	0.696	0.546	0.849	0.955	0.996	0.838
ERA5_BARPA	[-]	6.47	6.51	6.10	0.408	1.16	0.359	0.914	0.848	0.977	0.990	0.923
ERA5_CCAM	[-]	6.09	6.11	6.10	0.0118	1.11	0.214	0.951	0.836	0.986	0.990	0.929
MPI-ESM1-2-HR_BARPA	[-]	5.11	5.15	6.08	-0.929	1.29	0.417	0.852	0.871	0.973	0.982	0.914
MPI-ESM1-2-HR_CMIP6	[-]	9.45	9.45	6.09	3.36	3.48	0.507	0.563	0.858	0.967	0.938	0.835
NorESM2-MM_BARPA	[-]	6.29	6.32	6.08	0.238	1.16	0.351	0.929	0.842	0.977	0.991	0.924
NorESM2-MM_CCAM	[-]	5.11	5.13	6.08	-0.954	1.58	0.650	0.847	0.819	0.958	0.993	0.895
NorESM2-MM_CMIP6	[-]	9.19	9.19	6.07	3.12	3.29	0.859	0.595	0.846	0.945	0.859	0.815

	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	[-]	8.99
ACCESS-CM2_BARPA	[-]	9.29	9.33	8.99	0.342	1.62	0.481	0.816	0.840	0.969	0.891	0.879
ACCESS-CM2_CCAM	[-]	8.53	8.59	8.99	-0.400	1.28	0.211	0.863	0.852	0.986	0.969	0.904
ACCESS-CM2_CMIP6	[-]	12.4	12.4	9.98	2.44	2.64	0.0718	0.643	0.842	0.995	0.927	0.821
ACCESS-ESM1-5_BARPA	[-]	10.2	10.2	8.99	1.25	1.86	0.257	0.777	0.848	0.984	0.902	0.873
ACCESS-ESM1-5_CCAM	[-]	9.75	9.81	8.99	0.821	1.44	0.315	0.834	0.847	0.980	0.973	0.895
ACCESS-ESM1-5_CMIP6	[-]	11.5	11.5	9.15	2.37	2.59	0.150	0.650	0.870	0.990	0.967	0.862
CESM2_BARPA	[-]	8.60	8.64	8.99	-0.351	1.37	0.227	0.813	0.899	0.985	0.921	0.908
CESM2_CCAM	[-]	8.40	8.46	8.99	-0.525	1.11	0.249	0.856	0.900	0.984	0.992	0.922
CMCC-ESM2_BARPA	[-]	8.98	9.01	8.99	0.0159	1.48	0.346	0.807	0.884	0.978	0.893	0.895
CMCC-ESM2_CCAM	[-]	8.66	8.72	8.99	-0.274	1.21	0.278	0.870	0.861	0.982	0.975	0.911
CMCC-ESM2_CMIP6	[-]	11.8	11.8	8.81	2.95	3.27	0.384	0.592	0.836	0.975	0.887	0.842
CNRM-ESM2-1_CCAM	[-]	7.17	7.22	8.99	-1.77	2.33	0.476	0.727	0.800	0.969	0.920	0.847
CNRM-ESM2-1_CMIP6	[-]	9.83	9.83	9.49	0.348	1.57	0.487	0.791	0.857	0.969	0.961	0.883
EC-Earth3_BARPA	[-]	9.53	9.55	8.99	0.563	1.90	0.362	0.763	0.851	0.977	0.849	0.869
EC-Earth3_CCAM	[-]	9.91	9.96	8.99	0.968	1.61	0.363	0.817	0.836	0.977	0.933	0.878
EC-Earth3_CMIP6	[-]	10.9	10.9	8.99	1.92	2.27	0.249	0.701	0.849	0.984	0.981	0.872
ERA5_BARPA	[-]	9.10	9.14	9.01	0.125	1.41	0.360	0.823	0.882	0.977	0.907	0.898
ERA5_CCAM	[-]	8.45	8.51	9.01	-0.498	1.39	0.367	0.855	0.841	0.976	0.964	0.897
MPI-ESM1-2-HR_BARPA	[-]	8.06	8.09	8.99	-0.898	2.07	0.463	0.744	0.832	0.970	0.884	0.870
MPI-ESM1-2-HR_CMIP6	[-]	11.8	11.8	9.22	2.59	2.77	0.455	0.624	0.859	0.971	0.996	0.857
NorESM2-MM_BARPA	[-]	8.85	8.89	8.99	-0.101	1.48	0.188	0.824	0.865	0.988	0.910	0.899
NorESM2-MM_CCAM	[-]	7.14	7.20	8.99	-1.79	2.28	0.395	0.726	0.804	0.975	0.968	0.856
NorESM2-MM_CMIP6	[-]	11.4	11.4	8.81	2.59	2.88	0.422	0.624	0.853	0.973	0.956	0.860

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.4
ACCESS-CM2_BARPA	[-]	14.6	14.8	16.4	-1.67	2.41	1.06	0.724	0.723	0.902	0.999	0.828
ACCESS-CM2_CCAM	[-]	14.7	14.8	16.4	-1.67	1.97	0.657	0.719	0.838	0.942	0.977	0.869
ACCESS-CM2_CMIP6	[-]	17.9	17.9	16.7	1.19	1.66	0.278	0.760	0.837	0.977	0.984	0.884
ACCESS-ESM1-5_BARPA	[-]	15.5	15.6	16.4	-0.861	1.88	0.673	0.826	0.743	0.944	0.997	0.868
ACCESS-ESM1-5_CCAM	[-]	16.0	16.1	16.4	-0.293	1.27	0.491	0.856	0.839	0.963	0.966	0.904
ACCESS-ESM1-5_CMIP6	[-]	17.7	17.7	16.6	1.12	1.75	0.392	0.765	0.828	0.974	0.997	0.881
CESM2_BARPA	[-]	13.9	14.0	16.4	-2.43	2.79	0.564	0.625	0.771	0.950	0.999	0.831
CESM2_CCAM	[-]	15.1	15.2	16.4	-1.27	1.79	0.420	0.772	0.812	0.970	0.973	0.881
CMCC-ESM2_BARPA	[-]	14.4	14.5	16.4	-1.92	2.27	0.391	0.691	0.803	0.970	0.997	0.861
CMCC-ESM2_CCAM	[-]	15.8	15.9	16.4	-0.488	1.38	0.539	0.853	0.819	0.955	0.989	0.896
CMCC-ESM2_CMIP6	[-]	19.8	19.8	16.4	3.37	3.65	0.926	0.516	0.765	0.913	0.999	0.798
CNRM-ESM2-1_CCAM	[-]	13.0	13.1	16.4	-3.34	3.50	0.759	0.521	0.831	0.938	0.969	0.816
CNRM-ESM2-1_CMIP6	[-]	15.6	15.6	16.6	-0.939	1.35	0.549	0.814	0.872	0.963	0.967	0.899
EC-Earth3_BARPA	[-]	13.9	14.0	16.4	-2.43	3.00	0.827	0.625	0.715	0.927	0.998	0.809
EC-Earth3_CCAM	[-]	15.4	15.5	16.4	-0.948	1.57	0.606	0.794	0.840	0.943	0.939	0.878
EC-Earth3_CMIP6	[-]	16.4	16.4	16.5	-0.0836	1.44	0.563	0.821	0.838	0.955	0.915	0.888
ERA5_BARPA	[-]	14.3	14.4	16.4	-2.01	2.26	0.437	0.678	0.826	0.967	0.998	0.864
ERA5_CCAM	[-]	15.0	15.1	16.4	-1.33	1.66	0.370	0.760	0.864	0.969	0.976	0.891
MPI-ESM1-2-HR_BARPA	[-]	13.6	13.7	16.4	-2.72	3.22	0.627	0.593	0.719	0.949	0.994	0.806
MPI-ESM1-2-HR_CMIP6	[-]	19.3	19.3	16.4	2.82	3.03	0.742	0.582	0.819	0.941	0.986	0.828
NorESM2-MM_BARPA	[-]	14.3	14.4	16.4	-2.01	2.32	0.489	0.678	0.809	0.963	0.999	0.857
NorESM2-MM_CCAM	[-]	13.8	13.9	16.4	-2.55	2.86	0.443	0.606	0.796	0.966	0.984	0.836
NorESM2-MM_CMIP6	[-]	19.1	19.1	16.4	2.64	2.76	0.368	0.596	0.861	0.974	0.983	0.853

	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	[-]	4.16
ACCESS-CM2_BARPA	[-]	5.07	5.11	4.16	0.955	1.43	0.286	0.769	0.806	0.982	0.960	0.871
ACCESS-CM2_CCAM	[-]	3.97	4.00	4.16	-0.159	0.776	0.265	0.907	0.857	0.983	0.996	0.927
ACCESS-CM2_CMIP6	[-]	5.49	5.49	4.09	1.40	1.62	0.250	0.708	0.829	0.984	0.937	0.861
ACCESS-ESM1-5_BARPA	[-]	5.41	5.46	4.16	1.30	1.55	0.266	0.715	0.855	0.983	0.925	0.868
ACCESS-ESM1-5_CCAM	[-]	4.78	4.81	4.16	0.653	1.10	0.180	0.816	0.863	0.988	0.991	0.909
ACCESS-ESM1-5_CMIP6	[-]	5.89	5.89	4.18	1.71	1.93	0.223	0.660	0.837	0.986	0.959	0.858
CESM2_BARPA	[-]	3.67	3.71	4.16	-0.443	1.10	0.664	0.845	0.821	0.957	0.937	0.883
CESM2_CCAM	[-]	2.85	2.88	4.16	-1.28	1.39	0.311	0.722	0.886	0.980	0.987	0.893
CMCC-ESM2_BARPA	[-]	4.19	4.23	4.16	0.0728	1.20	0.691	0.869	0.784	0.956	0.926	0.873
CMCC-ESM2_CCAM	[-]	3.69	3.72	4.16	-0.438	1.02	0.541	0.815	0.883	0.965	0.984	0.909
CMCC-ESM2_CMIP6	[-]	6.04	6.04	4.30	1.74	2.12	0.442	0.608	0.881	0.972	0.765	0.815
CNRM-ESM2-1_CCAM	[-]	3.56	3.59	4.16	-0.564	1.16	0.342	0.805	0.851	0.978	0.986	0.899
CNRM-ESM2-1_CMIP6	[-]	5.63	5.63	4.30	1.34	1.57	0.308	0.704	0.834	0.980	0.992	0.873
EC-Earth3_BARPA	[-]	5.53	5.57	4.16	1.41	1.62	0.192	0.698	0.859	0.988	0.911	0.863
EC-Earth3_CCAM	[-]	6.13	6.16	4.16	2.01	2.13	0.333	0.612	0.867	0.979	0.988	0.862
EC-Earth3_CMIP6	[-]	7.04	7.04	4.08	2.96	3.06	0.187	0.474	0.826	0.988	0.991	0.821
ERA5_BARPA	[-]	4.69	4.73	4.17	0.555	1.29	0.219	0.830	0.795	0.986	0.952	0.880
ERA5_CCAM	[-]	4.24	4.27	4.17	0.0969	0.968	0.363	0.856	0.867	0.977	0.990	0.916
MPI-ESM1-2-HR_BARPA	[-]	3.71	3.76	4.16	-0.400	1.33	0.224	0.843	0.772	0.986	0.953	0.876
MPI-ESM1-2-HR_CMIP6	[-]	6.41	6.41	4.22	2.19	2.33	0.409	0.572	0.833	0.974	0.990	0.841
NorESM2-MM_BARPA	[-]	4.33	4.37	4.16	0.217	1.24	0.303	0.874	0.778	0.981	0.959	0.885
NorESM2-MM_CCAM	[-]	2.99	3.02	4.16	-1.14	1.47	0.261	0.726	0.863	0.983	0.982	0.886
NorESM2-MM_CMIP6	[-]	6.49	6.49	4.30	2.19	2.52	0.263	0.579	0.759	0.983	0.919	0.804

	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	[-]	10.9
ACCESS-CM2_BARPA	[-]	9.86	9.87	10.9	-1.05	1.49	0.706	0.828	0.848	0.955	0.990	0.898
ACCESS-CM2_CCAM	[-]	9.10	9.12	10.9	-1.80	1.96	0.462	0.727	0.892	0.970	0.988	0.888
ACCESS-CM2_CMIP6	[-]	12.2	12.2	10.9	1.28	1.52	0.447	0.796	0.879	0.971	0.999	0.908
ACCESS-ESM1-5_BARPA	[-]	10.4	10.4	10.9	-0.485	1.14	0.390	0.878	0.867	0.975	0.996	0.923
ACCESS-ESM1-5_CCAM	[-]	9.75	9.77	10.9	-1.15	1.48	0.257	0.793	0.905	0.983	0.996	0.912
ACCESS-ESM1-5_CMIP6	[-]	11.4	11.4	10.9	0.498	1.11	0.473	0.887	0.869	0.970	0.999	0.925
CESM2_BARPA	[-]	8.68	8.69	10.9	-2.22	2.38	0.157	0.672	0.867	0.990	0.997	0.877
CESM2_CCAM	[-]	8.74	8.76	10.9	-2.16	2.25	0.152	0.679	0.902	0.990	0.994	0.888
CMCC-ESM2_BARPA	[-]	9.50	9.52	10.9	-1.40	1.61	0.154	0.781	0.882	0.990	0.998	0.907
CMCC-ESM2_CCAM	[-]	9.37	9.39	10.9	-1.53	1.78	0.273	0.756	0.883	0.982	0.983	0.897
CMCC-ESM2_CMIP6	[-]	13.4	13.4	10.9	2.42	2.56	0.421	0.650	0.884	0.972	0.995	0.876
CNRM-ESM2-1_CCAM	[-]	8.14	8.16	10.9	-2.76	2.92	0.795	0.615	0.861	0.949	0.973	0.841
CNRM-ESM2-1_CMIP6	[-]	11.9	11.9	11.1	0.772	1.48	0.769	0.812	0.875	0.950	0.997	0.905
EC-Earth3_BARPA	[-]	10.1	10.2	10.9	-0.763	1.25	0.363	0.854	0.875	0.977	0.975	0.918
EC-Earth3_CCAM	[-]	10.9	10.9	10.9	-0.00125	1.10	0.192	0.886	0.867	0.988	0.983	0.923
EC-Earth3_CMIP6	[-]	12.0	12.0	10.9	1.05	1.55	0.184	0.794	0.878	0.988	0.978	0.905
ERA5_BARPA	[-]	9.47	9.49	10.9	-1.45	1.65	0.0784	0.776	0.889	0.995	0.990	0.906
ERA5_CCAM	[-]	9.22	9.24	10.9	-1.69	1.90	0.0767	0.738	0.882	0.995	0.998	0.895
MPI-ESM1-2-HR_BARPA	[-]	8.72	8.74	10.9	-2.18	2.36	0.138	0.678	0.857	0.991	0.997	0.875
MPI-ESM1-2-HR_CMIP6	[-]	13.3	13.3	10.9	2.42	2.59	0.385	0.657	0.872	0.974	0.976	0.876
NorESM2-MM_BARPA	[-]	9.29	9.30	10.9	-1.61	1.85	0.463	0.753	0.867	0.970	0.992	0.891
NorESM2-MM_CCAM	[-]	7.71	7.73	10.9	-3.18	3.36	0.476	0.566	0.834	0.969	0.995	0.835
NorESM2-MM_CMIP6	[-]	12.8	12.8	10.9	1.85	2.12	0.360	0.722	0.861	0.977	0.995	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	[-]	3.24
ACCESS-CM2_BARPA	[-]	3.86	3.86	3.24	0.625	1.33	0.0374	0.681	0.847	0.998	0.952	0.862
ACCESS-CM2_CCAM	[-]	2.36	2.36	3.24	-0.873	1.26	0.0310	0.719	0.814	0.998	0.952	0.852
ACCESS-CM2_CMIP6	[-]	7.72	7.72	5.29	2.43	2.63	0.00	0.401	0.778	1.00	0.950	0.776
ACCESS-ESM1-5_BARPA	[-]	4.36	4.37	3.24	1.14	1.62	0.0574	0.616	0.836	0.996	0.945	0.842
ACCESS-ESM1-5_CCAM	[-]	2.91	2.91	3.24	-0.324	1.10	0.0311	0.746	0.821	0.998	0.955	0.862
ACCESS-ESM1-5_CMIP6	[-]	8.14	8.14	4.37	3.77	3.82	0.00	0.270	0.810	1.00	0.986	0.694
CESM2_BARPA	[-]	2.55	2.54	3.24	-0.697	1.36	0.277	0.679	0.841	0.982	0.954	0.845
CESM2_CCAM	[-]	1.02	1.03	3.24	-2.21	2.27	0.0502	0.476	0.849	0.997	0.893	0.783
CMCC-ESM2_BARPA	[-]	3.22	3.21	3.24	-0.0288	1.24	0.444	0.710	0.844	0.971	0.960	0.861
CMCC-ESM2_CCAM	[-]	2.02	2.01	3.24	-1.22	1.54	0.370	0.647	0.802	0.976	0.957	0.824
CMCC-ESM2_CMIP6	[-]	6.61	6.61	4.33	2.28	2.40	0.184	0.466	0.777	0.988	0.954	0.778
CNRM-ESM2-1_CCAM	[-]	1.62	1.63	3.24	-1.61	1.82	0.159	0.585	0.808	0.990	0.937	0.803
CNRM-ESM2-1_CMIP6	[-]	6.40	6.40	4.48	1.92	2.06	0.00	0.482	0.762	1.00	0.974	0.798
EC-Earth3_BARPA	[-]	4.97	4.98	3.24	1.74	2.03	0.0314	0.531	0.840	0.998	0.939	0.821
EC-Earth3_CCAM	[-]	4.48	4.48	3.24	1.25	1.59	0.0340	0.629	0.809	0.998	0.964	0.841
EC-Earth3_CMIP6	[-]	5.25	5.25	3.72	1.53	1.98	0.0249	0.596	0.711	0.998	0.981	0.809
ERA5_BARPA	[-]	3.49	3.49	3.25	0.239	1.19	0.143	0.701	0.884	0.991	0.955	0.872
ERA5_CCAM	[-]	2.44	2.44	3.25	-0.804	1.33	0.193	0.698	0.817	0.988	0.962	0.845
MPI-ESM1-2-HR_BARPA	[-]	2.96	2.95	3.24	-0.290	1.25	0.210	0.706	0.836	0.986	0.963	0.858
MPI-ESM1-2-HR_CMIP6	[-]	3.96	3.96	3.43	0.531	1.33	0.247	0.685	0.833	0.984	0.938	0.853
NorESM2-MM_BARPA	[-]	3.07	3.07	3.24	-0.165	1.19	0.191	0.709	0.867	0.988	0.955	0.869
NorESM2-MM_CCAM	[-]	1.14	1.14	3.24	-2.09	2.21	0.0618	0.502	0.817	0.996	0.893	0.780
NorESM2-MM_CMIP6	[-]	5.67	5.67	4.33	1.34	1.60	0.0586	0.621	0.769	0.996	0.989	0.824

	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	[-]	7.00
ACCESS-CM2_BARPA	[-]	6.39	6.55	7.00	-0.459	1.01	0.00569	0.853	0.821	1.00	0.983	0.902
ACCESS-CM2_CCAM	[-]	5.48	5.58	7.00	-1.42	1.56	0.00288	0.680	0.864	1.00	0.985	0.879
ACCESS-CM2_CMIP6	[-]	9.02	9.02	7.87	1.15	1.77	0.00	0.699	0.774	1.00	0.849	0.828
ACCESS-ESM1-5_BARPA	[-]	6.74	6.90	7.00	-0.101	0.901	0.00435	0.865	0.836	1.00	0.991	0.912
ACCESS-ESM1-5_CCAM	[-]	5.82	5.92	7.00	-1.08	1.37	0.0190	0.727	0.851	0.999	0.981	0.887
ACCESS-ESM1-5_CMIP6	[-]	8.99	8.99	7.20	1.79	2.10	0.0621	0.640	0.827	0.996	0.883	0.804
CESM2_BARPA	[-]	5.18	5.33	7.00	-1.67	1.95	0.446	0.638	0.773	0.971	0.992	0.829
CESM2_CCAM	[-]	4.50	4.62	7.00	-2.39	2.44	0.317	0.520	0.883	0.980	0.991	0.841
CMCC-ESM2_BARPA	[-]	5.64	5.79	7.00	-1.22	1.61	0.116	0.721	0.770	0.993	0.993	0.853
CMCC-ESM2_CCAM	[-]	5.34	5.45	7.00	-1.55	1.69	0.0394	0.653	0.888	0.997	0.994	0.882
CMCC-ESM2_CMIP6	[-]	9.69	9.69	7.12	2.57	2.64	0.00	0.508	0.864	1.00	0.955	0.825
CNRM-ESM2-1_CCAM	[-]	4.69	4.79	7.00	-2.21	2.33	0.203	0.550	0.879	0.987	0.984	0.859
CNRM-ESM2-1_CMIP6	[-]	7.67	7.67	7.43	0.240	1.32	0.00	0.802	0.783	1.00	0.916	0.874
EC-Earth3_BARPA	[-]	7.30	7.47	7.00	0.461	1.27	0.239	0.802	0.783	0.985	0.996	0.885
EC-Earth3_CCAM	[-]	7.84	7.95	7.00	0.943	1.21	0.0307	0.759	0.875	0.998	0.993	0.894
EC-Earth3_CMIP6	[-]	8.94	8.94	7.21	1.73	1.96	0.0117	0.624	0.819	0.999	0.994	0.854
ERA5_BARPA	[-]	6.03	6.18	7.02	-0.840	1.42	0.00434	0.795	0.763	1.00	0.979	0.873
ERA5_CCAM	[-]	5.64	5.75	7.02	-1.27	1.50	0.239	0.692	0.879	0.985	0.991	0.888
MPI-ESM1-2-HR_BARPA	[-]	5.00	5.16	7.00	-1.85	2.21	0.237	0.608	0.738	0.985	0.984	0.825
MPI-ESM1-2-HR_CMIP6	[-]	8.01	8.01	7.04	0.971	1.30	0.560	0.748	0.839	0.964	0.995	0.865
NorESM2-MM_BARPA	[-]	5.85	6.00	7.00	-1.00	1.48	0.0355	0.763	0.767	0.998	0.990	0.865
NorESM2-MM_CCAM	[-]	4.00	4.10	7.00	-2.90	3.00	0.252	0.459	0.837	0.984	0.976	0.817
NorESM2-MM_CMIP6	[-]	9.41	9.41	7.12	2.30	2.65	0.181	0.532	0.718	0.988	0.986	0.801

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.4
ACCESS-CM2_BARPA	[-]	17.1	17.4	18.4	-1.04	1.81	0.253	0.726	0.668	0.980	0.999	0.824
ACCESS-CM2_CCAM	[-]	16.6	16.8	18.4	-1.66	1.91	0.264	0.603	0.798	0.979	0.982	0.836
ACCESS-CM2_CMIP6	[-]	22.0	22.0	19.4	2.57	2.74	0.00	0.424	0.733	1.00	0.999	0.783
ACCESS-ESM1-5_BARPA	[-]	18.0	18.3	18.4	-0.103	1.49	0.232	0.852	0.677	0.981	1.00	0.855
ACCESS-ESM1-5_CCAM	[-]	18.1	18.3	18.4	-0.128	1.17	0.290	0.854	0.757	0.978	0.973	0.875
ACCESS-ESM1-5_CMIP6	[-]	23.7	23.7	20.7	3.00	3.22	0.753	0.330	0.646	0.922	0.877	0.688
CESM2_BARPA	[-]	16.6	16.9	18.4	-1.54	1.90	0.258	0.629	0.750	0.980	0.999	0.830
CESM2_CCAM	[-]	17.2	17.4	18.4	-1.02	1.56	0.724	0.712	0.759	0.947	0.984	0.840
CMCC-ESM2_BARPA	[-]	16.6	16.9	18.4	-1.55	1.83	0.526	0.631	0.781	0.964	0.999	0.837
CMCC-ESM2_CCAM	[-]	17.1	17.3	18.4	-1.16	1.52	0.253	0.682	0.816	0.980	0.971	0.857
CMCC-ESM2_CMIP6	[-]	22.1	22.1	19.2	2.94	3.07	1.02	0.420	0.765	0.882	0.811	0.725
CNRM-ESM2-1_CCAM	[-]	14.3	14.4	18.4	-3.97	4.06	0.667	0.321	0.824	0.957	0.954	0.771
CNRM-ESM2-1_CMIP6	[-]	19.6	19.6	20.6	-1.02	1.25	0.492	0.745	0.800	0.968	0.705	0.804
EC-Earth3_BARPA	[-]	15.8	16.1	18.4	-2.35	2.93	0.248	0.498	0.614	0.981	0.995	0.754
EC-Earth3_CCAM	[-]	16.6	16.8	18.4	-1.66	2.00	0.274	0.586	0.797	0.979	0.933	0.821
EC-Earth3_CMIP6	[-]	17.8	17.8	18.5	-0.738	1.12	0.867	0.795	0.818	0.922	0.999	0.876
ERA5_BARPA	[-]	16.8	17.1	18.4	-1.37	1.60	0.216	0.657	0.830	0.982	0.998	0.863
ERA5_CCAM	[-]	16.8	16.9	18.4	-1.52	1.79	0.254	0.620	0.821	0.980	0.966	0.844
MPI-ESM1-2-HR_BARPA	[-]	15.9	16.2	18.4	-2.23	2.76	0.253	0.524	0.631	0.980	0.998	0.767
MPI-ESM1-2-HR_CMIP6	[-]	20.6	20.6	19.7	0.873	1.62	0.735	0.666	0.761	0.952	0.994	0.834
NorESM2-MM_BARPA	[-]	16.9	17.2	18.4	-1.24	1.57	0.237	0.686	0.784	0.982	0.999	0.854
NorESM2-MM_CCAM	[-]	15.9	16.0	18.4	-2.40	2.65	0.275	0.493	0.756	0.980	0.978	0.797
NorESM2-MM_CMIP6	[-]	21.8	21.8	19.2	2.57	2.71	0.555	0.454	0.778	0.964	0.841	0.761

	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	[-]	17.5
ACCESS-CM2_BARPA	[-]	18.5	18.4	17.6		14.2	0.851	1.27	0.846	0.427	0.694	0.888	0.997	0.740
ACCESS-CM2_CCAM	[-]	17.8	17.8	17.8		11.2	-0.0181	0.911	0.964	0.605	0.646	0.869	0.997	0.752
ACCESS-CM2_CMIP6	[-]	19.3	19.3	17.8	20.9		1.45	1.59	0.844	0.358	0.664	0.886	0.998	0.714
ACCESS-ESM1-5_BARPA	[-]	18.9	18.9	17.6		14.2	1.32	1.60	0.978	0.353	0.673	0.860	0.997	0.712
ACCESS-ESM1-5_CCAM	[-]	18.4	18.4	17.8		11.2	0.539	1.07	0.925	0.493	0.677	0.872	0.997	0.743
ACCESS-ESM1-5_CMIP6	[-]	19.6	19.5	17.6	24.5		1.87	1.99	0.937	0.314	0.655	0.869	0.997	0.698
CESM2_BARPA	[-]	18.0	18.0	17.6		14.2	0.368	1.28	0.922	0.480	0.682	0.869	0.988	0.740
CESM2_CCAM	[-]	17.5	17.5	17.8		11.2	-0.334	1.34	1.14	0.445	0.642	0.830	0.982	0.708
CMCC-ESM2_BARPA	[-]	18.1	18.1	17.6		14.2	0.482	1.10	0.872	0.504	0.705	0.871	0.992	0.755
CMCC-ESM2_CCAM	[-]	17.8	17.7	17.8		11.2	-0.0697	0.985	0.925	0.523	0.676	0.865	0.992	0.747
CMCC-ESM2_CMIP6	[-]	18.9	18.7	17.7	23.5		0.987	1.19	0.904	0.462	0.683	0.869	0.996	0.739
CNRM-ESM2-1_CCAM	[-]	15.7	15.7	17.8		11.2	-2.10	2.24	0.920	0.259	0.624	0.873	0.997	0.675
CNRM-ESM2-1_CMIP6	[-]	17.6	17.5	17.6	24.2		-0.157	1.11	0.987	0.471	0.683	0.858	0.985	0.736
EC-Earth3_BARPA	[-]	18.9	18.8	17.6		14.2	1.24	1.68	0.962	0.346	0.658	0.861	0.988	0.702
EC-Earth3_CCAM	[-]	18.7	18.7	17.8		11.2	0.917	1.39	0.854	0.412	0.633	0.883	0.990	0.710
EC-Earth3_CMIP6	[-]	18.3	18.3	17.7	22.8		0.512	1.20	0.887	0.492	0.727	0.866	0.972	0.757
ERA5_BARPA	[-]	17.9	17.9	17.6		14.2	0.273	0.763	0.646	0.569	0.815	0.907	0.995	0.820
ERA5_CCAM	[-]	17.6	17.6	17.8		11.2	-0.230	0.697	0.693	0.628	0.769	0.904	0.996	0.813
MPI-ESM1-2-HR_BARPA	[-]	17.6	17.6	17.6		14.2	0.0341	1.14	0.867	0.522	0.657	0.876	0.991	0.741
MPI-ESM1-2-HR_CMIP6	[-]	18.7	18.5	17.6	24.2		0.937	1.35	1.14	0.465	0.657	0.839	0.995	0.723
NorESM2-MM_BARPA	[-]	18.2	18.1	17.6		14.2	0.548	1.08	0.863	0.492	0.737	0.878	0.995	0.768
NorESM2-MM_CCAM	[-]	16.3	16.3	17.8		11.2	-1.48	1.58	1.12	0.366	0.696	0.852	0.996	0.721
NorESM2-MM_CMIP6	[-]	18.9	18.7	17.7	23.6		0.977	1.18	0.777	0.474	0.737	0.893	0.997	0.768

	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	[-]	24.3
ACCESS-CM2_BARPA	[-]	25.5	25.5	24.3		25.1	1.20	1.40	1.73	0.159	0.577	0.759	0.978	0.610
ACCESS-CM2_CCAM	[-]	24.5	24.5	24.3		25.1	0.236	1.01	1.84	0.292	0.470	0.748	0.906	0.577
ACCESS-CM2_CMIP6	[-]	26.0	26.0	24.3			1.73	1.90	1.71	0.0902	0.481	0.765	0.983	0.560
ACCESS-ESM1-5_BARPA	[-]	25.9	25.9	24.3		25.1	1.63	1.78	2.17	0.113	0.554	0.670	0.977	0.573
ACCESS-ESM1-5_CCAM	[-]	25.0	25.0	24.3		25.1	0.773	1.22	1.90	0.193	0.537	0.730	0.929	0.585
ACCESS-ESM1-5_CMIP6	[-]	26.7	26.7	24.3	27.3		2.46	2.51	2.05	0.0505	0.477	0.700	0.968	0.534
CESM2_BARPA	[-]	25.5	25.5	24.3		25.1	1.25	1.52	1.89	0.166	0.505	0.723	0.961	0.572
CESM2_CCAM	[-]	24.7	24.7	24.3		25.1	0.445	1.32	2.14	0.240	0.452	0.680	0.853	0.536
CMCC-ESM2_BARPA	[-]	25.4	25.4	24.3		25.1	1.16	1.40	1.64	0.172	0.534	0.751	0.968	0.592
CMCC-ESM2_CCAM	[-]	24.7	24.7	24.3		25.1	0.464	1.17	1.56	0.238	0.482	0.763	0.893	0.572
CMCC-ESM2_CMIP6	[-]	25.0	25.0	24.3	25.8		0.751	1.10	1.47	0.229	0.486	0.772	0.993	0.593
CNRM-ESM2-1_CCAM	[-]	22.1	22.1	24.3		25.1	-2.15	2.19	1.72	0.0583	0.538	0.740	0.920	0.559
CNRM-ESM2-1_CMIP6	[-]	23.2	23.1	24.2	24.1		-1.07	1.16	1.96	0.218	0.540	0.697	0.995	0.598
EC-Earth3_BARPA	[-]	24.9	24.9	24.3		25.1	0.665	1.11	1.91	0.241	0.488	0.707	0.953	0.576
EC-Earth3_CCAM	[-]	24.4	24.4	24.3		25.1	0.164	1.05	1.64	0.288	0.457	0.765	0.892	0.572
EC-Earth3_CMIP6	[-]	23.7	23.6	24.3	24.4		-0.630	0.733	1.66	0.357	0.649	0.741	0.987	0.677
ERA5_BARPA	[-]	25.0	25.0	24.3		25.1	0.730	0.995	1.32	0.229	0.679	0.804	0.972	0.673
ERA5_CCAM	[-]	24.3	24.3	24.3		25.1	0.00228	0.826	1.25	0.365	0.602	0.826	0.907	0.660
MPI-ESM1-2-HR_BARPA	[-]	25.1	25.1	24.3		25.1	0.851	1.24	1.47	0.222	0.450	0.796	0.959	0.576
MPI-ESM1-2-HR_CMIP6	[-]	25.4	25.4	24.3	26.3		1.11	1.51	1.97	0.166	0.456	0.714	0.954	0.549
NorESM2-MM_BARPA	[-]	25.4	25.4	24.3		25.1	1.10	1.31	1.75	0.173	0.596	0.737	0.976	0.616
NorESM2-MM_CCAM	[-]	23.2	23.2	24.3		25.1	-1.04	1.14	2.00	0.232	0.542	0.698	0.958	0.594
NorESM2-MM_CMIP6	[-]	25.4	25.4	24.3	26.1		1.13	1.27	1.61	0.180	0.618	0.762	0.998	0.635

	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	[-]	6.08
ACCESS-CM2_BARPA	[-]	6.88	6.91	6.08	0.831	1.28	0.737	0.863	0.863	0.953	0.989	0.906
ACCESS-CM2_CCAM	[-]	6.28	6.29	6.08	0.213	1.02	0.570	0.948	0.852	0.963	0.998	0.923
ACCESS-CM2_CMIP6	[-]	7.51	7.51	6.03	1.48	1.71	0.325	0.779	0.878	0.979	0.997	0.902
ACCESS-ESM1-5_BARPA	[-]	7.69	7.72	6.08	1.64	1.82	0.188	0.757	0.882	0.988	0.996	0.901
ACCESS-ESM1-5_CCAM	[-]	7.40	7.41	6.08	1.33	1.59	0.564	0.798	0.868	0.964	0.997	0.899
ACCESS-ESM1-5_CMIP6	[-]	8.08	8.08	6.39	1.69	1.92	0.223	0.755	0.878	0.986	0.992	0.898
CESM2_BARPA	[-]	5.75	5.78	6.08	-0.301	0.912	0.227	0.915	0.889	0.985	0.985	0.932
CESM2_CCAM	[-]	5.93	5.95	6.08	-0.136	0.735	0.122	0.936	0.904	0.992	0.998	0.947
CMCC-ESM2_BARPA	[-]	6.24	6.27	6.08	0.189	0.826	0.205	0.924	0.898	0.987	0.983	0.938
CMCC-ESM2_CCAM	[-]	6.14	6.16	6.08	0.0799	0.898	0.349	0.940	0.876	0.978	0.989	0.932
CMCC-ESM2_CMIP6	[-]	9.44	9.44	6.07	3.37	3.48	0.771	0.577	0.871	0.951	0.826	0.819
CNRM-ESM2-1_CCAM	[-]	5.24	5.26	6.08	-0.824	1.68	0.524	0.867	0.786	0.966	0.983	0.878
CNRM-ESM2-1_CMIP6	[-]	7.06	7.06	6.39	0.669	1.28	0.789	0.876	0.852	0.949	0.996	0.905
EC-Earth3_BARPA	[-]	6.79	6.83	6.08	0.746	1.11	0.304	0.870	0.890	0.981	0.984	0.923
EC-Earth3_CCAM	[-]	7.77	7.79	6.08	1.71	1.98	0.737	0.746	0.851	0.953	0.992	0.878
EC-Earth3_CMIP6	[-]	9.57	9.57	6.06	3.51	3.65	0.696	0.546	0.849	0.955	0.996	0.839
ERA5_BARPA	[-]	6.47	6.51	6.10	0.408	1.16	0.359	0.914	0.848	0.977	0.990	0.915
ERA5_CCAM	[-]	6.09	6.11	6.10	0.0118	1.11	0.214	0.951	0.836	0.986	0.990	0.920
MPI-ESM1-2-HR_BARPA	[-]	5.11	5.15	6.08	-0.929	1.29	0.417	0.852	0.871	0.973	0.982	0.910
MPI-ESM1-2-HR_CMIP6	[-]	9.45	9.45	6.09	3.36	3.48	0.507	0.563	0.858	0.967	0.938	0.837
NorESM2-MM_BARPA	[-]	6.29	6.32	6.08	0.238	1.16	0.351	0.929	0.842	0.977	0.991	0.916
NorESM2-MM_CCAM	[-]	5.11	5.13	6.08	-0.954	1.58	0.650	0.847	0.819	0.958	0.993	0.887
NorESM2-MM_CMIP6	[-]	9.19	9.19	6.07	3.12	3.29	0.859	0.595	0.846	0.945	0.859	0.818

	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	[-]	10.5
ACCESS-CM2_BARPA	[-]	10.2	10.2	10.5	-0.277	1.42	0.601	0.874	0.831	0.961	0.892	0.878
ACCESS-CM2_CCAM	[-]	9.91	9.94	10.5	-0.540	1.21	0.212	0.885	0.861	0.986	0.917	0.902
ACCESS-CM2_CMIP6	[-]	13.2	13.2	11.0	2.24	2.40	0.0989	0.678	0.863	0.994	0.870	0.854
ACCESS-ESM1-5_BARPA	[-]	11.2	11.2	10.5	0.700	1.50	0.282	0.854	0.841	0.982	0.876	0.879
ACCESS-ESM1-5_CCAM	[-]	11.1	11.2	10.5	0.698	1.32	0.364	0.870	0.852	0.977	0.931	0.896
ACCESS-ESM1-5_CMIP6	[-]	12.6	12.6	10.8	1.78	2.04	0.109	0.735	0.884	0.993	0.993	0.898
CESM2_BARPA	[-]	9.53	9.55	10.5	-0.927	1.30	0.210	0.835	0.902	0.987	0.941	0.913
CESM2_CCAM	[-]	9.95	9.99	10.5	-0.489	0.989	0.232	0.887	0.907	0.985	0.956	0.928
CMCC-ESM2_BARPA	[-]	9.77	9.79	10.5	-0.689	1.28	0.284	0.850	0.892	0.982	0.932	0.909
CMCC-ESM2_CCAM	[-]	10.0	10.1	10.5	-0.412	1.13	0.313	0.898	0.868	0.980	0.950	0.913
CMCC-ESM2_CMIP6	[-]	14.1	14.1	10.3	3.79	3.96	0.521	0.535	0.830	0.967	0.956	0.823
CNRM-ESM2-1_CCAM	[-]	8.35	8.38	10.5	-2.10	2.53	0.511	0.703	0.808	0.967	0.872	0.832
CNRM-ESM2-1_CMIP6	[-]	10.6	10.6	11.1	-0.441	1.15	0.443	0.862	0.893	0.972	0.977	0.919
EC-Earth3_BARPA	[-]	10.1	10.1	10.5	-0.385	1.48	0.428	0.843	0.848	0.973	0.922	0.887
EC-Earth3_CCAM	[-]	11.1	11.1	10.5	0.665	1.40	0.434	0.870	0.840	0.972	0.883	0.881
EC-Earth3_CMIP6	[-]	12.2	12.2	10.4	1.84	2.28	0.233	0.724	0.838	0.985	0.980	0.873
ERA5_BARPA	[-]	10.0	10.0	10.5	-0.467	1.23	0.240	0.868	0.879	0.985	0.916	0.905
ERA5_CCAM	[-]	9.78	9.81	10.5	-0.691	1.34	0.210	0.873	0.852	0.987	0.931	0.899
MPI-ESM1-2-HR_BARPA	[-]	8.70	8.72	10.5	-1.76	2.24	0.575	0.742	0.817	0.963	0.950	0.858
MPI-ESM1-2-HR_CMIP6	[-]	13.4	13.4	10.7	2.70	2.83	0.598	0.638	0.873	0.962	0.971	0.863
NorESM2-MM_BARPA	[-]	9.76	9.79	10.5	-0.689	1.40	0.189	0.860	0.854	0.988	0.926	0.896
NorESM2-MM_CCAM	[-]	8.55	8.58	10.5	-1.90	2.34	0.476	0.726	0.808	0.969	0.922	0.847
NorESM2-MM_CMIP6	[-]	13.5	13.5	10.3	3.23	3.40	0.577	0.585	0.837	0.963	0.994	0.843

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.78
ACCESS-CM2_BARPA	[-]	7.44	7.46	5.78	1.68	2.05	0.220	0.692	0.859	0.986	0.975	0.874
ACCESS-CM2_CCAM	[-]	5.62	5.68	5.78	-0.0965	1.43	0.209	0.816	0.832	0.987	0.948	0.883
ACCESS-CM2_CMIP6	[-]	10.3	10.3	7.32	2.96	3.26	0.00	0.551	0.786	1.00	0.686	0.762
ACCESS-ESM1-5_BARPA	[-]	8.19	8.21	5.78	2.43	2.64	0.203	0.611	0.864	0.987	0.974	0.860
ACCESS-ESM1-5_CCAM	[-]	6.80	6.87	5.78	1.09	1.70	0.209	0.755	0.837	0.987	0.949	0.873
ACCESS-ESM1-5_CMIP6	[-]	8.92	8.92	5.11	3.80	3.91	0.250	0.448	0.836	0.984	0.987	0.818
CESM2_BARPA	[-]	6.65	6.67	5.78	0.892	1.51	0.262	0.766	0.893	0.983	0.983	0.903
CESM2_CCAM	[-]	5.10	5.18	5.78	-0.603	1.37	0.287	0.790	0.885	0.982	0.961	0.900
CMCC-ESM2_BARPA	[-]	7.30	7.32	5.78	1.54	1.91	0.478	0.713	0.866	0.969	0.982	0.879
CMCC-ESM2_CCAM	[-]	5.74	5.80	5.78	0.0237	1.38	0.203	0.809	0.847	0.987	0.954	0.889
CMCC-ESM2_CMIP6	[-]	7.09	7.09	5.82	1.27	1.87	0.108	0.707	0.850	0.993	0.976	0.875
CNRM-ESM2-1_CCAM	[-]	4.66	4.72	5.78	-1.06	1.90	0.401	0.779	0.781	0.974	0.915	0.846
CNRM-ESM2-1_CMIP6	[-]	7.96	7.96	5.76	2.20	2.53	0.590	0.625	0.774	0.962	0.979	0.823
EC-Earth3_BARPA	[-]	8.38	8.39	5.78	2.61	2.80	0.220	0.593	0.857	0.986	0.981	0.855
EC-Earth3_CCAM	[-]	7.35	7.40	5.78	1.62	2.04	0.209	0.703	0.826	0.987	0.935	0.855
EC-Earth3_CMIP6	[-]	8.08	8.08	6.00	2.08	2.23	0.283	0.651	0.872	0.982	0.935	0.862
ERA5_BARPA	[-]	7.18	7.20	5.80	1.40	1.80	0.619	0.723	0.888	0.960	0.979	0.888
ERA5_CCAM	[-]	5.65	5.72	5.80	-0.0804	1.49	0.708	0.816	0.820	0.955	0.949	0.872
MPI-ESM1-2-HR_BARPA	[-]	6.73	6.74	5.78	0.963	1.71	0.220	0.747	0.863	0.986	0.985	0.889
MPI-ESM1-2-HR_CMIP6	[-]	8.57	8.57	6.21	2.36	2.64	0.162	0.597	0.831	0.990	0.975	0.844
NorESM2-MM_BARPA	[-]	6.93	6.95	5.78	1.17	1.65	0.185	0.747	0.891	0.988	0.979	0.899
NorESM2-MM_CCAM	[-]	4.18	4.24	5.78	-1.54	2.14	0.220	0.725	0.796	0.986	0.914	0.843
NorESM2-MM_CMIP6	[-]	7.12	7.12	5.82	1.31	1.82	0.108	0.702	0.883	0.993	0.959	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	[-]	14.8
ACCESS-CM2_BARPA	[-]	13.1	13.2	14.8	-1.61	2.23	0.765	0.739	0.753	0.949	0.988	0.837
ACCESS-CM2_CCAM	[-]	13.3	13.4	14.8	-1.41	1.69	0.314	0.765	0.854	0.980	0.953	0.881
ACCESS-CM2_CMIP6	[-]	16.2	16.2	15.1	1.10	1.51	0.0528	0.796	0.855	0.997	0.997	0.900
ACCESS-ESM1-5_BARPA	[-]	14.1	14.2	14.8	-0.579	1.57	0.456	0.869	0.777	0.970	0.989	0.876
ACCESS-ESM1-5_CCAM	[-]	14.8	14.9	14.8	0.0993	1.11	0.119	0.887	0.853	0.992	0.959	0.909
ACCESS-ESM1-5_CMIP6	[-]	16.5	16.5	14.9	1.58	1.90	0.0485	0.744	0.846	0.997	0.992	0.885
CESM2_BARPA	[-]	12.4	12.5	14.8	-2.26	2.51	0.268	0.656	0.817	0.982	0.992	0.853
CESM2_CCAM	[-]	13.8	13.9	14.8	-0.903	1.32	0.193	0.835	0.854	0.987	0.972	0.901
CMCC-ESM2_BARPA	[-]	12.6	12.7	14.8	-2.03	2.24	0.157	0.686	0.845	0.990	0.996	0.872
CMCC-ESM2_CCAM	[-]	14.2	14.3	14.8	-0.509	1.19	0.276	0.861	0.862	0.982	0.982	0.910
CMCC-ESM2_CMIP6	[-]	18.1	18.1	14.7	3.43	3.60	0.687	0.531	0.820	0.956	0.997	0.825
CNRM-ESM2-1_CCAM	[-]	11.5	11.6	14.8	-3.15	3.30	0.645	0.558	0.846	0.958	0.951	0.832
CNRM-ESM2-1_CMIP6	[-]	13.5	13.5	14.8	-1.25	1.54	0.483	0.779	0.887	0.968	0.981	0.900
EC-Earth3_BARPA	[-]	12.4	12.5	14.8	-2.30	2.78	0.725	0.652	0.749	0.952	0.987	0.818
EC-Earth3_CCAM	[-]	14.1	14.2	14.8	-0.594	1.45	0.133	0.827	0.852	0.991	0.933	0.891
EC-Earth3_CMIP6	[-]	15.4	15.4	14.7	0.736	1.39	0.304	0.845	0.850	0.980	0.942	0.893
ERA5_BARPA	[-]	12.8	12.9	14.8	-1.84	2.02	0.269	0.708	0.867	0.983	0.984	0.882
ERA5_CCAM	[-]	13.5	13.6	14.8	-1.15	1.49	0.171	0.793	0.878	0.989	0.968	0.901
MPI-ESM1-2-HR_BARPA	[-]	11.9	12.0	14.8	-2.79	3.23	0.515	0.597	0.740	0.966	0.998	0.808
MPI-ESM1-2-HR_CMIP6	[-]	17.7	17.7	14.7	2.95	3.06	0.519	0.582	0.868	0.966	0.998	0.856
NorESM2-MM_BARPA	[-]	12.7	12.8	14.8	-1.97	2.20	0.378	0.691	0.838	0.976	0.986	0.866
NorESM2-MM_CCAM	[-]	12.3	12.3	14.8	-2.43	2.71	0.195	0.635	0.810	0.987	0.963	0.841
NorESM2-MM_CMIP6	[-]	17.5	17.5	14.7	2.77	2.89	0.151	0.598	0.859	0.990	0.954	0.852

	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	[-]	17.5
ACCESS-CM2_BARPA	[-]	15.7	15.8	17.5	-1.71	2.53	1.25	0.715	0.703	0.870	0.975	0.793
ACCESS-CM2_CCAM	[-]	15.6	15.7	17.5	-1.84	2.15	0.886	0.688	0.828	0.917	0.996	0.851
ACCESS-CM2_CMIP6	[-]	19.1	19.1	17.8	1.25	1.76	0.424	0.737	0.826	0.964	0.929	0.856
ACCESS-ESM1-5_BARPA	[-]	16.4	16.5	17.5	-1.05	2.08	0.818	0.797	0.721	0.926	0.984	0.830
ACCESS-ESM1-5_CCAM	[-]	16.9	17.0	17.5	-0.556	1.38	0.739	0.836	0.830	0.943	0.991	0.886
ACCESS-ESM1-5_CMIP6	[-]	18.6	18.6	17.8	0.813	1.66	0.617	0.778	0.815	0.959	0.934	0.860
CESM2_BARPA	[-]	14.9	15.0	17.5	-2.55	2.98	0.761	0.605	0.741	0.928	0.971	0.797
CESM2_CCAM	[-]	15.9	16.0	17.5	-1.51	2.10	0.571	0.730	0.783	0.958	0.991	0.849
CMCC-ESM2_BARPA	[-]	15.6	15.7	17.5	-1.85	2.29	0.548	0.695	0.775	0.957	0.980	0.837
CMCC-ESM2_CCAM	[-]	17.0	17.1	17.5	-0.474	1.50	0.715	0.847	0.791	0.936	0.956	0.864
CMCC-ESM2_CMIP6	[-]	20.9	20.9	17.6	3.34	3.68	1.09	0.506	0.728	0.885	0.998	0.769
CNRM-ESM2-1_CCAM	[-]	14.0	14.1	17.5	-3.46	3.63	0.835	0.495	0.820	0.925	0.968	0.806
CNRM-ESM2-1_CMIP6	[-]	17.0	17.0	17.7	-0.746	1.22	0.590	0.835	0.863	0.960	0.931	0.891
EC-Earth3_BARPA	[-]	14.9	15.0	17.5	-2.53	3.14	0.895	0.607	0.692	0.911	0.983	0.777
EC-Earth3_CCAM	[-]	16.3	16.4	17.5	-1.18	1.64	0.921	0.772	0.833	0.911	0.941	0.858
EC-Earth3_CMIP6	[-]	17.1	17.1	17.7	-0.599	1.47	0.726	0.807	0.831	0.939	0.977	0.877
ERA5_BARPA	[-]	15.3	15.4	17.6	-2.12	2.43	0.549	0.658	0.798	0.957	0.983	0.839
ERA5_CCAM	[-]	16.0	16.1	17.6	-1.45	1.78	0.503	0.738	0.855	0.956	0.975	0.876
MPI-ESM1-2-HR_BARPA	[-]	14.7	14.9	17.5	-2.67	3.22	0.702	0.591	0.705	0.938	0.968	0.781
MPI-ESM1-2-HR_CMIP6	[-]	20.3	20.3	17.6	2.73	3.02	0.891	0.582	0.786	0.924	0.907	0.797
NorESM2-MM_BARPA	[-]	15.4	15.5	17.5	-2.04	2.39	0.564	0.669	0.790	0.955	0.976	0.836
NorESM2-MM_CCAM	[-]	14.8	14.9	17.5	-2.63	2.95	0.608	0.587	0.787	0.952	0.991	0.821
NorESM2-MM_CMIP6	[-]	20.2	20.2	17.6	2.56	2.66	0.516	0.595	0.862	0.963	0.990	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	[-]	4.16
ACCESS-CM2_BARPA	[-]	5.07	5.11	4.16	0.955	1.43	0.286	0.769	0.806	0.982	0.960	0.864
ACCESS-CM2_CCAM	[-]	3.97	4.00	4.16	-0.159	0.776	0.265	0.907	0.857	0.983	0.996	0.920
ACCESS-CM2_CMIP6	[-]	5.49	5.49	4.09	1.40	1.62	0.250	0.708	0.829	0.984	0.937	0.857
ACCESS-ESM1-5_BARPA	[-]	5.41	5.46	4.16	1.30	1.55	0.266	0.715	0.855	0.983	0.925	0.866
ACCESS-ESM1-5_CCAM	[-]	4.78	4.81	4.16	0.653	1.10	0.180	0.816	0.863	0.988	0.991	0.904
ACCESS-ESM1-5_CMIP6	[-]	5.89	5.89	4.18	1.71	1.93	0.223	0.660	0.837	0.986	0.959	0.856
CESM2_BARPA	[-]	3.67	3.71	4.16	-0.443	1.10	0.664	0.845	0.821	0.957	0.937	0.876
CESM2_CCAM	[-]	2.85	2.88	4.16	-1.28	1.39	0.311	0.722	0.886	0.980	0.987	0.892
CMCC-ESM2_BARPA	[-]	4.19	4.23	4.16	0.0728	1.20	0.691	0.869	0.784	0.956	0.926	0.864
CMCC-ESM2_CCAM	[-]	3.69	3.72	4.16	-0.438	1.02	0.541	0.815	0.883	0.965	0.984	0.906
CMCC-ESM2_CMIP6	[-]	6.04	6.04	4.30	1.74	2.12	0.442	0.608	0.881	0.972	0.765	0.821
CNRM-ESM2-1_CCAM	[-]	3.56	3.59	4.16	-0.564	1.16	0.342	0.805	0.851	0.978	0.986	0.894
CNRM-ESM2-1_CMIP6	[-]	5.63	5.63	4.30	1.34	1.57	0.308	0.704	0.834	0.980	0.992	0.869
EC-Earth3_BARPA	[-]	5.53	5.57	4.16	1.41	1.62	0.192	0.698	0.859	0.988	0.911	0.863
EC-Earth3_CCAM	[-]	6.13	6.16	4.16	2.01	2.13	0.333	0.612	0.867	0.979	0.988	0.863
EC-Earth3_CMIP6	[-]	7.04	7.04	4.08	2.96	3.06	0.187	0.474	0.826	0.988	0.991	0.821
ERA5_BARPA	[-]	4.69	4.73	4.17	0.555	1.29	0.219	0.830	0.795	0.986	0.952	0.872
ERA5_CCAM	[-]	4.24	4.27	4.17	0.0969	0.968	0.363	0.856	0.867	0.977	0.990	0.911
MPI-ESM1-2-HR_BARPA	[-]	3.71	3.76	4.16	-0.400	1.33	0.224	0.843	0.772	0.986	0.953	0.865
MPI-ESM1-2-HR_CMIP6	[-]	6.41	6.41	4.22	2.19	2.33	0.409	0.572	0.833	0.974	0.990	0.840
NorESM2-MM_BARPA	[-]	4.33	4.37	4.16	0.217	1.24	0.303	0.874	0.778	0.981	0.959	0.874
NorESM2-MM_CCAM	[-]	2.99	3.02	4.16	-1.14	1.47	0.261	0.726	0.863	0.983	0.982	0.884
NorESM2-MM_CMIP6	[-]	6.49	6.49	4.30	2.19	2.52	0.263	0.579	0.759	0.983	0.919	0.800

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.2
ACCESS-CM2_BARPA	[-]	11.0	11.0	12.2	-1.13	1.53	0.783	0.828	0.860	0.950	0.995	0.898
ACCESS-CM2_CCAM	[-]	10.4	10.4	12.2	-1.76	1.92	0.412	0.750	0.897	0.974	0.982	0.900
ACCESS-CM2_CMIP6	[-]	13.5	13.5	12.2	1.36	1.56	0.462	0.800	0.890	0.970	0.998	0.910
ACCESS-ESM1-5_BARPA	[-]	11.7	11.7	12.2	-0.471	1.19	0.471	0.883	0.871	0.970	0.997	0.918
ACCESS-ESM1-5_CCAM	[-]	11.3	11.3	12.2	-0.826	1.27	0.240	0.839	0.913	0.984	0.995	0.929
ACCESS-ESM1-5_CMIP6	[-]	12.7	12.7	12.2	0.495	1.11	0.535	0.901	0.874	0.965	0.999	0.923
CESM2_BARPA	[-]	9.99	10.0	12.2	-2.15	2.32	0.113	0.702	0.874	0.993	0.996	0.888
CESM2_CCAM	[-]	10.3	10.3	12.2	-1.85	1.97	0.102	0.738	0.909	0.993	0.998	0.910
CMCC-ESM2_BARPA	[-]	10.8	10.8	12.2	-1.36	1.53	0.0113	0.801	0.906	0.999	0.995	0.922
CMCC-ESM2_CCAM	[-]	11.0	11.0	12.2	-1.15	1.48	0.189	0.820	0.890	0.988	0.991	0.916
CMCC-ESM2_CMIP6	[-]	14.8	14.8	12.2	2.62	2.77	0.428	0.653	0.884	0.971	0.998	0.878
CNRM-ESM2-1_CCAM	[-]	9.38	9.41	12.2	-2.76	2.95	0.881	0.636	0.855	0.943	0.966	0.851
CNRM-ESM2-1_CMIP6	[-]	13.1	13.1	12.3	0.831	1.44	0.864	0.832	0.882	0.944	0.997	0.907
EC-Earth3_BARPA	[-]	11.1	11.1	12.2	-1.02	1.37	0.413	0.839	0.885	0.973	0.987	0.914
EC-Earth3_CCAM	[-]	12.1	12.1	12.2	-0.0281	1.15	0.198	0.894	0.868	0.987	0.976	0.918
EC-Earth3_CMIP6	[-]	13.1	13.1	12.2	0.904	1.53	0.181	0.822	0.881	0.988	0.970	0.908
ERA5_BARPA	[-]	10.6	10.6	12.2	-1.53	1.68	0.0505	0.778	0.912	0.997	0.996	0.919
ERA5_CCAM	[-]	10.6	10.6	12.2	-1.53	1.75	0.0250	0.774	0.893	0.998	0.998	0.911
MPI-ESM1-2-HR_BARPA	[-]	10.0	10.0	12.2	-2.14	2.33	0.0480	0.704	0.865	0.997	0.997	0.885
MPI-ESM1-2-HR_CMIP6	[-]	15.1	15.1	12.2	2.97	3.11	0.431	0.613	0.868	0.970	0.998	0.864
NorESM2-MM_BARPA	[-]	10.4	10.5	12.2	-1.69	1.89	0.429	0.757	0.883	0.972	0.996	0.898
NorESM2-MM_CCAM	[-]	9.12	9.15	12.2	-3.02	3.20	0.486	0.609	0.849	0.969	0.993	0.854
NorESM2-MM_CMIP6	[-]	14.4	14.4	12.2	2.17	2.33	0.340	0.701	0.892	0.978	0.991	0.891

	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	[-]	8.87
ACCESS-CM2_BARPA	[-]	7.95	7.96	8.87	-0.908	1.42	0.579	0.827	0.827	0.963	0.958	0.880
ACCESS-CM2_CCAM	[-]	6.98	6.99	8.87	-1.88	2.01	0.544	0.690	0.883	0.965	0.931	0.870
ACCESS-CM2_CMIP6	[-]	9.99	9.99	8.84	1.15	1.46	0.423	0.791	0.861	0.973	0.992	0.896
ACCESS-ESM1-5_BARPA	[-]	8.35	8.36	8.87	-0.507	1.06	0.257	0.869	0.861	0.983	0.978	0.910
ACCESS-ESM1-5_CCAM	[-]	7.18	7.19	8.87	-1.67	1.82	0.286	0.717	0.893	0.982	0.950	0.887
ACCESS-ESM1-5_CMIP6	[-]	9.47	9.47	8.97	0.503	1.11	0.377	0.866	0.861	0.976	0.992	0.911
CESM2_BARPA	[-]	6.51	6.53	8.87	-2.34	2.47	0.230	0.623	0.856	0.985	0.984	0.861
CESM2_CCAM	[-]	6.19	6.21	8.87	-2.66	2.73	0.235	0.581	0.889	0.985	0.989	0.867
CMCC-ESM2_BARPA	[-]	7.40	7.41	8.87	-1.46	1.73	0.388	0.747	0.841	0.975	0.987	0.878
CMCC-ESM2_CCAM	[-]	6.70	6.72	8.87	-2.15	2.28	0.411	0.650	0.872	0.974	0.989	0.871
CMCC-ESM2_CMIP6	[-]	11.0	11.0	8.92	2.11	2.22	0.409	0.646	0.884	0.974	0.997	0.877
CNRM-ESM2-1_CCAM	[-]	6.09	6.11	8.87	-2.76	2.87	0.654	0.581	0.871	0.958	0.866	0.829
CNRM-ESM2-1_CMIP6	[-]	9.74	9.74	9.08	0.668	1.54	0.603	0.777	0.865	0.961	0.991	0.892
EC-Earth3_BARPA	[-]	8.52	8.53	8.87	-0.340	1.05	0.280	0.879	0.858	0.982	0.973	0.910
EC-Earth3_CCAM	[-]	8.90	8.91	8.87	0.0428	1.02	0.183	0.874	0.867	0.988	0.950	0.909
EC-Earth3_CMIP6	[-]	10.2	10.2	8.89	1.29	1.59	0.188	0.749	0.873	0.988	0.986	0.894
ERA5_BARPA	[-]	7.57	7.58	8.89	-1.31	1.60	0.124	0.773	0.853	0.992	0.944	0.883
ERA5_CCAM	[-]	6.92	6.93	8.89	-1.95	2.14	0.162	0.678	0.864	0.990	0.949	0.869
MPI-ESM1-2-HR_BARPA	[-]	6.60	6.61	8.87	-2.26	2.42	0.285	0.636	0.844	0.982	0.975	0.856
MPI-ESM1-2-HR_CMIP6	[-]	10.4	10.4	8.86	1.52	1.75	0.309	0.729	0.878	0.980	0.998	0.893
NorESM2-MM_BARPA	[-]	7.37	7.39	8.87	-1.48	1.77	0.520	0.746	0.840	0.967	0.967	0.872
NorESM2-MM_CCAM	[-]	5.39	5.41	8.87	-3.46	3.64	0.459	0.496	0.809	0.971	0.962	0.809
NorESM2-MM_CMIP6	[-]	10.3	10.3	8.92	1.33	1.78	0.392	0.755	0.812	0.975	0.996	0.870

	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	[-]	2.63
ACCESS-CM2_BARPA	[-]	2.15	2.46	2.63	-0.163	0.916	0.211	0.780	0.851	0.986	0.932	0.880
ACCESS-CM2_CCAM	[-]	1.04	1.20	2.63	-1.42	1.65	0.173	0.597	0.796	0.989	0.926	0.821
ACCESS-CM2_CMIP6	[-]	5.49	5.49	3.11	2.37	2.42	0.00	0.365	0.820	1.00	0.984	0.798
ACCESS-ESM1-5_BARPA	[-]	2.78	3.09	2.63	0.463	1.05	0.192	0.732	0.841	0.988	0.934	0.867
ACCESS-ESM1-5_CCAM	[-]	1.34	1.51	2.63	-1.12	1.39	0.154	0.669	0.805	0.990	0.934	0.841
ACCESS-ESM1-5_CMIP6	[-]	10.2	10.2	6.87	3.29	3.32	0.00	0.227	0.799	1.00	1.00	0.765
CESM2_BARPA	[-]	0.807	1.12	2.63	-1.51	1.63	0.597	0.597	0.837	0.962	0.898	0.826
CESM2_CCAM	[-]	-0.456	-0.281	2.63	-2.91	2.97	0.192	0.354	0.819	0.988	0.736	0.743
CMCC-ESM2_BARPA	[-]	1.44	1.75	2.63	-0.872	1.16	0.616	0.712	0.846	0.961	0.936	0.860
CMCC-ESM2_CCAM	[-]	0.514	0.697	2.63	-1.93	2.19	0.655	0.490	0.745	0.958	0.900	0.768
CMCC-ESM2_CMIP6	[-]	6.15	6.15	3.83	2.32	2.60	0.00	0.471	0.686	1.00	0.768	0.722
CNRM-ESM2-1_CCAM	[-]	-0.0927	0.0821	2.63	-2.54	2.68	0.715	0.407	0.769	0.954	0.793	0.738
CNRM-ESM2-1_CMIP6	[-]	6.18	6.18	4.88	1.30	1.59	0.00	0.601	0.704	1.00	0.985	0.799
EC-Earth3_BARPA	[-]	3.41	3.73	2.63	1.10	1.48	0.154	0.615	0.826	0.990	0.922	0.836
EC-Earth3_CCAM	[-]	3.04	3.21	2.63	0.587	1.19	0.173	0.722	0.790	0.989	0.954	0.849
EC-Earth3_CMIP6	[-]	3.93	3.93	2.86	1.07	1.40	0.00	0.677	0.747	1.00	0.978	0.830
ERA5_BARPA	[-]	1.71	2.00	2.64	-0.635	0.994	0.327	0.753	0.875	0.979	0.913	0.879
ERA5_CCAM	[-]	0.775	0.948	2.64	-1.69	1.88	0.520	0.545	0.792	0.967	0.904	0.800
MPI-ESM1-2-HR_BARPA	[-]	1.22	1.53	2.63	-1.09	1.31	0.384	0.679	0.842	0.975	0.919	0.852
MPI-ESM1-2-HR_CMIP6	[-]	3.01	3.01	2.67	0.340	0.613	0.00	0.842	0.866	1.00	0.942	0.903
NorESM2-MM_BARPA	[-]	1.38	1.70	2.63	-0.930	1.15	0.460	0.705	0.875	0.970	0.927	0.870
NorESM2-MM_CCAM	[-]	-0.237	-0.0776	2.63	-2.70	2.81	0.269	0.385	0.784	0.983	0.757	0.739
NorESM2-MM_CMIP6	[-]	4.95	4.95	3.83	1.11	1.36	0.00	0.681	0.767	1.00	0.792	0.802

	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	[-]	2.64
ACCESS-CM2_BARPA	[-]	2.61	2.91	2.64	0.273	0.848	0.00	0.766	0.848	1.00	0.959	0.884
ACCESS-CM2_CCAM	[-]	1.17	1.49	2.64	-1.15	1.35	0.0155	0.630	0.797	0.999	0.956	0.836
ACCESS-CM2_CMIP6	[-]	7.95	7.95	4.38	3.56	3.62	0.00	0.190	0.751	1.00	1.00	0.739
ACCESS-ESM1-5_BARPA	[-]	3.16	3.46	2.64	0.822	1.14	0.00	0.674	0.828	1.00	0.953	0.857
ACCESS-ESM1-5_CCAM	[-]	1.65	1.97	2.64	-0.666	1.00	0.0318	0.743	0.803	0.998	0.962	0.862
ACCESS-ESM1-5_CMIP6	[-]	7.40	7.40	2.82	4.58	4.61	0.00	0.161	0.781	1.00	0.0750	0.560
CESM2_BARPA	[-]	1.11	1.39	2.64	-1.24	1.41	0.141	0.611	0.828	0.991	0.956	0.843
CESM2_CCAM	[-]	-0.278	0.0281	2.64	-2.61	2.65	0.0630	0.350	0.832	0.996	0.809	0.764
CMCC-ESM2_BARPA	[-]	1.80	2.09	2.64	-0.541	0.871	0.546	0.764	0.857	0.965	0.971	0.883
CMCC-ESM2_CCAM	[-]	0.555	0.892	2.64	-1.74	1.94	0.736	0.500	0.743	0.953	0.929	0.773
CMCC-ESM2_CMIP6	[-]	5.56	5.56	2.87	2.69	2.83	0.328	0.373	0.704	0.979	0.847	0.721
CNRM-ESM2-1_CCAM	[-]	0.239	0.555	2.64	-2.08	2.19	0.219	0.435	0.781	0.986	0.884	0.773
CNRM-ESM2-1_CMIP6	[-]	5.76	5.76	4.08	1.67	1.80	0.00	0.480	0.743	1.00	0.943	0.782
EC-Earth3_BARPA	[-]	3.89	4.21	2.64	1.58	1.74	0.00	0.531	0.815	1.00	0.938	0.820
EC-Earth3_CCAM	[-]	3.23	3.57	2.64	0.931	1.20	0.0310	0.679	0.782	0.998	0.966	0.842
EC-Earth3_CMIP6	[-]	3.98	3.98	3.04	0.949	1.39	0.124	0.710	0.726	0.992	0.893	0.810
ERA5_BARPA	[-]	2.03	2.33	2.64	-0.312	0.736	0.436	0.790	0.885	0.972	0.965	0.899
ERA5_CCAM	[-]	0.948	1.27	2.64	-1.37	1.56	0.296	0.581	0.788	0.981	0.943	0.816
MPI-ESM1-2-HR_BARPA	[-]	1.65	1.93	2.64	-0.703	0.990	0.733	0.727	0.838	0.953	0.972	0.866
MPI-ESM1-2-HR_CMIP6	[-]	3.19	3.19	3.39	-0.197	1.53	0.983	0.632	0.839	0.937	0.938	0.837
NorESM2-MM_BARPA	[-]	1.66	1.96	2.64	-0.672	0.922	0.140	0.740	0.866	0.991	0.964	0.886
NorESM2-MM_CCAM	[-]	-0.0693	0.232	2.64	-2.40	2.51	0.0932	0.383	0.768	0.994	0.828	0.748
NorESM2-MM_CMIP6	[-]	3.86	3.86	2.87	0.984	1.46	0.328	0.628	0.746	0.979	0.933	0.806

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.24
ACCESS-CM2_BARPA	[-]	4.61	4.31	3.24	1.07	1.64	0.00	0.646	0.856	1.00	0.944	0.861
ACCESS-CM2_CCAM	[-]	2.83	2.62	3.24	-0.625	1.19	0.00	0.785	0.810	1.00	0.948	0.870
ACCESS-CM2_CMIP6	[-]	7.41	7.41	6.22	1.19	1.65	0.00	0.637	0.794	1.00	0.914	0.828
ACCESS-ESM1-5_BARPA	[-]	5.17	4.87	3.24	1.63	2.09	0.00	0.572	0.823	1.00	0.938	0.831
ACCESS-ESM1-5_CCAM	[-]	3.38	3.17	3.24	-0.0726	1.03	0.00	0.805	0.826	1.00	0.939	0.879
ACCESS-ESM1-5_CMIP6	[-]	9.29	9.29	5.39	3.90	3.95	0.00	0.295	0.830	1.00	0.990	0.789
CESM2_BARPA	[-]	3.37	3.04	3.24	-0.207	1.36	0.0779	0.712	0.844	0.995	0.957	0.870
CESM2_CCAM	[-]	1.68	1.48	3.24	-1.77	1.85	0.0193	0.597	0.863	0.999	0.921	0.848
CMCC-ESM2_BARPA	[-]	4.23	3.90	3.24	0.654	1.47	0.451	0.683	0.858	0.971	0.957	0.865
CMCC-ESM2_CCAM	[-]	2.76	2.52	3.24	-0.722	1.20	0.00	0.781	0.808	1.00	0.965	0.873
CMCC-ESM2_CMIP6	[-]	7.34	7.34	4.72	2.63	2.74	0.00	0.441	0.779	1.00	0.984	0.797
CNRM-ESM2-1_CCAM	[-]	2.04	1.84	3.24	-1.40	1.66	0.00	0.669	0.804	1.00	0.934	0.842
CNRM-ESM2-1_CMIP6	[-]	6.06	6.06	3.74	2.32	2.41	0.00	0.464	0.797	1.00	0.926	0.797
EC-Earth3_BARPA	[-]	5.82	5.53	3.24	2.28	2.55	0.00	0.495	0.846	1.00	0.936	0.824
EC-Earth3_CCAM	[-]	4.83	4.61	3.24	1.37	1.68	0.00	0.647	0.800	1.00	0.959	0.841
EC-Earth3_CMIP6	[-]	5.24	5.24	3.70	1.54	2.29	0.00	0.608	0.684	1.00	0.946	0.785
ERA5_BARPA	[-]	4.29	3.98	3.26	0.726	1.42	0.00983	0.677	0.894	0.999	0.944	0.882
ERA5_CCAM	[-]	2.96	2.75	3.26	-0.509	1.21	0.0392	0.795	0.796	0.997	0.952	0.867
MPI-ESM1-2-HR_BARPA	[-]	3.75	3.40	3.24	0.156	1.40	0.00	0.697	0.840	1.00	0.965	0.868
MPI-ESM1-2-HR_CMIP6	[-]	4.17	4.17	3.17	1.00	1.69	0.00	0.627	0.826	1.00	0.682	0.792
NorESM2-MM_BARPA	[-]	3.97	3.65	3.24	0.410	1.34	0.00	0.695	0.894	1.00	0.952	0.887
NorESM2-MM_CCAM	[-]	1.54	1.34	3.24	-1.90	2.06	0.00	0.575	0.815	1.00	0.900	0.821
NorESM2-MM_CMIP6	[-]	6.10	6.10	4.72	1.38	1.53	0.00	0.666	0.848	1.00	0.988	0.870

	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	[-]	3.98
ACCESS-CM2_BARPA	[-]	4.69	4.75	3.98	0.775	1.51	0.0113	0.609	0.834	0.999	0.762	0.807
ACCESS-CM2_CCAM	[-]	3.27	3.30	3.98	-0.680	1.05	0.00	0.769	0.841	1.00	0.759	0.842
ACCESS-CM2_CMIP6	[-]	9.36	9.36	5.98	3.38	3.46	0.00	0.247	0.743	1.00	0.935	0.734
ACCESS-ESM1-5_BARPA	[-]	5.05	5.11	3.98	1.13	1.69	0.0906	0.564	0.854	0.994	0.750	0.803
ACCESS-ESM1-5_CCAM	[-]	4.01	4.02	3.98	0.0453	1.11	0.00	0.720	0.837	1.00	0.721	0.823
ACCESS-ESM1-5_CMIP6	[-]	6.12	6.12	3.08	3.04	3.11	0.00	0.355	0.810	1.00	0.382	0.672
CESM2_BARPA	[-]	3.45	3.51	3.98	-0.464	1.19	0.431	0.730	0.849	0.972	0.710	0.822
CESM2_CCAM	[-]	1.87	1.89	3.98	-2.09	2.14	0.00	0.486	0.861	1.00	0.766	0.795
CMCC-ESM2_BARPA	[-]	3.89	3.95	3.98	-0.0313	1.25	0.272	0.705	0.818	0.983	0.759	0.816
CMCC-ESM2_CCAM	[-]	2.88	2.90	3.98	-1.08	1.33	0.408	0.672	0.867	0.974	0.827	0.842
CMCC-ESM2_CMIP6	[-]	6.48	6.48	4.86	1.62	1.68	0.396	0.547	0.849	0.975	0.975	0.839
CNRM-ESM2-1_CCAM	[-]	2.96	2.97	3.98	-1.01	1.28	0.00	0.687	0.853	1.00	0.788	0.836
CNRM-ESM2-1_CMIP6	[-]	9.70	9.70	7.09	2.61	2.65	0.00	0.314	0.817	1.00	1.00	0.789
EC-Earth3_BARPA	[-]	5.49	5.55	3.98	1.57	1.90	0.0227	0.528	0.860	0.999	0.801	0.809
EC-Earth3_CCAM	[-]	5.64	5.65	3.98	1.67	1.96	0.00	0.522	0.850	1.00	0.796	0.804
EC-Earth3_CMIP6	[-]	6.67	6.67	4.58	2.09	2.30	0.00	0.472	0.712	1.00	0.852	0.749
ERA5_BARPA	[-]	4.44	4.50	3.99	0.512	1.34	0.00	0.639	0.877	1.00	0.729	0.825
ERA5_CCAM	[-]	3.69	3.70	3.99	-0.284	1.02	0.125	0.747	0.876	0.992	0.805	0.859
MPI-ESM1-2-HR_BARPA	[-]	3.82	3.88	3.98	-0.0987	1.20	0.0114	0.716	0.825	0.999	0.749	0.823
MPI-ESM1-2-HR_CMIP6	[-]	4.96	4.96	4.21	0.751	1.10	0.00	0.717	0.819	1.00	0.980	0.867
NorESM2-MM_BARPA	[-]	3.83	3.89	3.98	-0.0847	1.23	0.305	0.708	0.832	0.980	0.754	0.821
NorESM2-MM_CCAM	[-]	2.19	2.21	3.98	-1.77	1.85	0.00	0.562	0.870	1.00	0.749	0.810
NorESM2-MM_CMIP6	[-]	6.45	6.45	4.86	1.59	1.86	0.00	0.541	0.686	1.00	0.911	0.765

	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	[-]	6.75
ACCESS-CM2_BARPA	[-]	5.81	6.12	6.75	-0.625	1.28	0.0198	0.813	0.782	0.999	0.983	0.872
ACCESS-CM2_CCAM	[-]	5.69	5.86	6.75	-0.887	1.18	0.00667	0.770	0.845	1.00	0.907	0.873
ACCESS-CM2_CMIP6	[-]	10.4	10.4	9.19	1.25	1.53	0.00	0.656	0.781	1.00	0.959	0.836
ACCESS-ESM1-5_BARPA	[-]	6.08	6.40	6.75	-0.344	1.14	0.00667	0.831	0.804	1.00	0.987	0.885
ACCESS-ESM1-5_CCAM	[-]	6.30	6.46	6.75	-0.282	1.00	0.00667	0.810	0.850	1.00	0.920	0.886
ACCESS-ESM1-5_CMIP6	[-]	6.89	6.89	6.05	0.846	1.22	0.00	0.765	0.852	1.00	0.350	0.764
CESM2_BARPA	[-]	4.39	4.70	6.75	-2.05	2.38	0.911	0.567	0.731	0.942	0.982	0.791
CESM2_CCAM	[-]	4.38	4.56	6.75	-2.19	2.27	0.267	0.539	0.873	0.983	0.904	0.834
CMCC-ESM2_BARPA	[-]	4.91	5.20	6.75	-1.54	2.05	0.539	0.658	0.714	0.965	0.990	0.808
CMCC-ESM2_CCAM	[-]	5.52	5.70	6.75	-1.05	1.31	0.178	0.721	0.886	0.989	0.940	0.884
CMCC-ESM2_CMIP6	[-]	9.67	9.67	6.92	2.76	2.82	0.00	0.469	0.857	1.00	0.926	0.822
CNRM-ESM2-1_CCAM	[-]	5.61	5.79	6.75	-0.960	1.32	0.00667	0.727	0.864	1.00	0.940	0.879
CNRM-ESM2-1_CMIP6	[-]	8.27	8.27	7.28	0.993	1.17	0.00	0.757	0.853	1.00	0.989	0.890
EC-Earth3_BARPA	[-]	6.17	6.52	6.75	-0.229	1.22	0.119	0.826	0.783	0.992	0.995	0.876
EC-Earth3_CCAM	[-]	8.06	8.23	6.75	1.48	1.72	0.00667	0.654	0.860	1.00	0.942	0.863
EC-Earth3_CMIP6	[-]	9.50	9.50	7.50	2.00	2.17	0.00	0.566	0.843	1.00	0.995	0.849
ERA5_BARPA	[-]	5.53	5.83	6.76	-0.929	1.53	0.00667	0.770	0.756	1.00	0.986	0.854
ERA5_CCAM	[-]	6.10	6.28	6.76	-0.482	1.14	0.192	0.784	0.855	0.988	0.963	0.889
MPI-ESM1-2-HR_BARPA	[-]	4.87	5.18	6.75	-1.57	1.96	0.0942	0.652	0.749	0.994	0.988	0.826
MPI-ESM1-2-HR_CMIP6	[-]	8.18	8.18	6.95	1.23	1.54	0.552	0.683	0.859	0.965	0.804	0.834
NorESM2-MM_BARPA	[-]	5.10	5.41	6.75	-1.34	1.81	0.160	0.693	0.749	0.990	0.987	0.833
NorESM2-MM_CCAM	[-]	4.46	4.63	6.75	-2.11	2.28	0.00667	0.557	0.838	1.00	0.903	0.827
NorESM2-MM_CMIP6	[-]	8.83	8.83	6.92	1.92	2.17	0.00	0.592	0.759	1.00	0.943	0.811

	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	[-]	7.08
ACCESS-CM2_BARPA	[-]	6.54	6.66	7.08	-0.414	0.936	0.00186	0.864	0.832	1.00	0.981	0.902
ACCESS-CM2_CCAM	[-]	5.42	5.51	7.08	-1.57	1.66	0.00186	0.655	0.870	1.00	0.994	0.878
ACCESS-CM2_CMIP6	[-]	8.59	8.59	7.48	1.11	1.84	0.00	0.712	0.772	1.00	0.791	0.809
ACCESS-ESM1-5_BARPA	[-]	6.92	7.04	7.08	-0.0353	0.836	0.00373	0.874	0.844	1.00	0.990	0.910
ACCESS-ESM1-5_CCAM	[-]	5.70	5.78	7.08	-1.30	1.48	0.0224	0.705	0.851	0.999	0.988	0.879
ACCESS-ESM1-5_CMIP6	[-]	9.46	9.46	7.47	2.00	2.30	0.0761	0.612	0.821	0.995	0.878	0.826
CESM2_BARPA	[-]	5.38	5.50	7.08	-1.57	1.84	0.320	0.657	0.785	0.979	0.991	0.839
CESM2_CCAM	[-]	4.54	4.63	7.08	-2.44	2.49	0.330	0.515	0.886	0.979	0.993	0.852
CMCC-ESM2_BARPA	[-]	5.83	5.95	7.08	-1.13	1.49	0.00186	0.738	0.785	1.00	0.990	0.859
CMCC-ESM2_CCAM	[-]	5.30	5.39	7.08	-1.69	1.79	0.00186	0.634	0.888	1.00	0.993	0.881
CMCC-ESM2_CMIP6	[-]	9.70	9.70	7.17	2.53	2.60	0.00	0.519	0.866	1.00	0.902	0.831
CNRM-ESM2-1_CCAM	[-]	4.44	4.52	7.08	-2.55	2.60	0.256	0.502	0.883	0.984	0.983	0.847
CNRM-ESM2-1_CMIP6	[-]	7.52	7.52	7.47	0.0540	1.36	0.00	0.813	0.766	1.00	0.901	0.849
EC-Earth3_BARPA	[-]	7.60	7.72	7.08	0.648	1.28	0.272	0.796	0.784	0.983	0.991	0.867
EC-Earth3_CCAM	[-]	7.79	7.87	7.08	0.796	1.07	0.0372	0.788	0.878	0.998	0.997	0.908
EC-Earth3_CMIP6	[-]	8.78	8.78	7.13	1.65	1.90	0.0151	0.641	0.812	0.999	0.993	0.852
ERA5_BARPA	[-]	6.16	6.28	7.09	-0.816	1.39	0.00371	0.801	0.765	1.00	0.973	0.861
ERA5_CCAM	[-]	5.52	5.61	7.09	-1.48	1.60	0.252	0.668	0.886	0.984	0.994	0.883
MPI-ESM1-2-HR_BARPA	[-]	5.04	5.15	7.08	-1.92	2.27	0.275	0.596	0.735	0.982	0.983	0.806
MPI-ESM1-2-HR_CMIP6	[-]	7.97	7.97	7.06	0.906	1.24	0.562	0.764	0.834	0.964	0.990	0.877
NorESM2-MM_BARPA	[-]	6.05	6.17	7.08	-0.910	1.40	0.00186	0.782	0.772	1.00	0.986	0.863
NorESM2-MM_CCAM	[-]	3.88	3.96	7.08	-3.12	3.19	0.319	0.432	0.837	0.980	0.983	0.814
NorESM2-MM_CMIP6	[-]	9.57	9.57	7.17	2.40	2.78	0.230	0.516	0.707	0.985	0.964	0.776

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.4
ACCESS-CM2_BARPA	[-]	17.1	17.4	18.4	-1.04	1.81	0.253	0.726	0.668	0.980	0.999	0.808
ACCESS-CM2_CCAM	[-]	16.6	16.8	18.4	-1.66	1.91	0.264	0.603	0.798	0.979	0.982	0.832
ACCESS-CM2_CMIP6	[-]	22.0	22.0	19.4	2.57	2.74	0.00	0.424	0.733	1.00	0.999	0.778
ACCESS-ESM1-5_BARPA	[-]	18.0	18.3	18.4	-0.103	1.49	0.232	0.852	0.677	0.981	1.00	0.837
ACCESS-ESM1-5_CCAM	[-]	18.1	18.3	18.4	-0.128	1.17	0.290	0.854	0.757	0.978	0.973	0.864
ACCESS-ESM1-5_CMIP6	[-]	23.7	23.7	20.7	3.00	3.22	0.753	0.330	0.646	0.922	0.877	0.684
CESM2_BARPA	[-]	16.6	16.9	18.4	-1.54	1.90	0.258	0.629	0.750	0.980	0.999	0.822
CESM2_CCAM	[-]	17.2	17.4	18.4	-1.02	1.56	0.724	0.712	0.759	0.947	0.984	0.832
CMCC-ESM2_BARPA	[-]	16.6	16.9	18.4	-1.55	1.83	0.526	0.631	0.781	0.964	0.999	0.831
CMCC-ESM2_CCAM	[-]	17.1	17.3	18.4	-1.16	1.52	0.253	0.682	0.816	0.980	0.971	0.853
CMCC-ESM2_CMIP6	[-]	22.1	22.1	19.2	2.94	3.07	1.02	0.420	0.765	0.882	0.811	0.729
CNRM-ESM2-1_CCAM	[-]	14.3	14.4	18.4	-3.97	4.06	0.667	0.321	0.824	0.957	0.954	0.776
CNRM-ESM2-1_CMIP6	[-]	19.6	19.6	20.6	-1.02	1.25	0.492	0.745	0.800	0.968	0.705	0.804
EC-Earth3_BARPA	[-]	15.8	16.1	18.4	-2.35	2.93	0.248	0.498	0.614	0.981	0.995	0.740
EC-Earth3_CCAM	[-]	16.6	16.8	18.4	-1.66	2.00	0.274	0.586	0.797	0.979	0.933	0.818
EC-Earth3_CMIP6	[-]	17.8	17.8	18.5	-0.738	1.12	0.867	0.795	0.818	0.922	0.999	0.870
ERA5_BARPA	[-]	16.8	17.1	18.4	-1.37	1.60	0.216	0.657	0.830	0.982	0.998	0.859
ERA5_CCAM	[-]	16.8	16.9	18.4	-1.52	1.79	0.254	0.620	0.821	0.980	0.966	0.842
MPI-ESM1-2-HR_BARPA	[-]	15.9	16.2	18.4	-2.23	2.76	0.253	0.524	0.631	0.980	0.998	0.753
MPI-ESM1-2-HR_CMIP6	[-]	20.6	20.6	19.7	0.873	1.62	0.735	0.666	0.761	0.952	0.994	0.827
NorESM2-MM_BARPA	[-]	16.9	17.2	18.4	-1.24	1.57	0.237	0.686	0.784	0.982	0.999	0.847
NorESM2-MM_CCAM	[-]	15.9	16.0	18.4	-2.40	2.65	0.275	0.493	0.756	0.980	0.978	0.793
NorESM2-MM_CMIP6	[-]	21.8	21.8	19.2	2.57	2.71	0.555	0.454	0.778	0.964	0.841	0.763

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 18:30:04 2024: ncatted -a missing_value,TNn,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TNn/v20240411/TNn_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 15:19:27 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/TNn/v20240411/TNn_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/TNn/v20240411/TNn_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231_compressed.nc Tue May 14 23:03:14 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1979-01-01 --end_date 2021-12-31 --input_files /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790101-19790131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790201-19790228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790301-19790331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790401-19790430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790501-19790531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790601-19790630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790701-19790731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790801-19790831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790901-19790930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791001-19791031.nc 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--lon_bnds 88.0 208.0 --sub_daily_agg min --drop_time_bounds TNn /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TNn/v20240411/TNn_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:: TNn

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