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	[-]	16.2
ACCESS-CM2_BARPA	[-]	15.6	15.7	16.2	-0.548	1.21	0.600	0.854	0.834	0.945	0.987	0.891
ACCESS-CM2_CCAM	[-]	14.9	14.9	16.2	-1.30	1.53	0.410	0.767	0.870	0.966	0.992	0.893
ACCESS-CM2_CMIP6	[-]	17.6	17.6	16.3	1.21	1.51	0.278	0.770	0.846	0.979	0.999	0.888
ACCESS-ESM1-5_BARPA	[-]	16.2	16.3	16.2	0.0589	1.00	0.463	0.882	0.859	0.961	0.990	0.910
ACCESS-ESM1-5_CCAM	[-]	15.6	15.6	16.2	-0.588	1.28	0.278	0.821	0.873	0.979	0.999	0.909
ACCESS-ESM1-5_CMIP6	[-]	17.5	17.5	16.4	1.15	1.52	0.240	0.776	0.840	0.984	0.999	0.888
CESM2_BARPA	[-]	14.9	14.9	16.2	-1.31	1.60	0.368	0.761	0.851	0.969	0.999	0.886
CESM2_CCAM	[-]	14.5	14.5	16.2	-1.69	1.87	0.206	0.714	0.880	0.986	0.998	0.892
CMCC-ESM2_BARPA	[-]	15.4	15.4	16.2	-0.792	1.19	0.344	0.829	0.864	0.972	0.998	0.905
CMCC-ESM2_CCAM	[-]	15.2	15.2	16.2	-1.03	1.38	0.348	0.794	0.873	0.973	0.999	0.902
CMCC-ESM2_CMIP6	[-]	18.3	18.3	16.3	1.99	2.16	0.302	0.666	0.863	0.977	0.997	0.873
CNRM-ESM2-1_CCAM	[-]	13.4	13.4	16.2	-2.79	2.93	0.581	0.574	0.867	0.958	0.929	0.839
CNRM-ESM2-1_CMIP6	[-]	16.7	16.7	16.3	0.356	1.30	0.483	0.808	0.861	0.968	0.986	0.897
EC-Earth3_BARPA	[-]	15.7	15.7	16.2	-0.524	1.25	0.290	0.815	0.855	0.976	0.946	0.889
EC-Earth3_CCAM	[-]	15.8	15.8	16.2	-0.378	1.22	0.243	0.806	0.886	0.982	0.927	0.897
EC-Earth3_CMIP6	[-]	16.7	16.7	16.3	0.474	1.37	0.191	0.786	0.874	0.987	0.934	0.891
ERA5_BARPA	[-]	15.3	15.3	16.2	-0.929	1.26	0.313	0.813	0.877	0.974	0.986	0.905
ERA5_CCAM	[-]	14.9	14.9	16.2	-1.33	1.54	0.171	0.753	0.901	0.987	0.992	0.907
MPI-ESM1-2-HR_BARPA	[-]	14.9	14.9	16.2	-1.32	1.63	0.392	0.756	0.842	0.965	0.991	0.879
MPI-ESM1-2-HR_CMIP6	[-]	18.6	18.6	16.3	2.32	2.53	0.348	0.633	0.832	0.976	0.995	0.854
NorESM2-MM_BARPA	[-]	15.1	15.2	16.2	-1.07	1.40	0.302	0.801	0.856	0.975	0.998	0.897
NorESM2-MM_CCAM	[-]	13.6	13.6	16.2	-2.64	2.77	0.310	0.586	0.863	0.977	0.998	0.857
NorESM2-MM_CMIP6	[-]	17.8	17.8	16.3	1.57	1.79	0.260	0.722	0.867	0.983	0.995	0.887

	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	[-]	12.7	12.7	12.2	0.514	0.841	0.0200	0.908	0.896	0.999	0.999	0.944
ACCESS-CM2_CCAM	[-]	12.2	12.2	12.2	-0.0338	0.587	0.00	0.964	0.907	1.00	0.998	0.960
ACCESS-CM2_CMIP6	[-]	13.4	13.4	12.2	1.18	1.42	0.00	0.805	0.894	1.00	0.984	0.918
ACCESS-ESM1-5_BARPA	[-]	13.4	13.4	12.2	1.22	1.35	0.00	0.799	0.905	1.00	1.00	0.923
ACCESS-ESM1-5_CCAM	[-]	13.1	13.1	12.2	0.885	1.12	0.00	0.849	0.884	1.00	0.997	0.927
ACCESS-ESM1-5_CMIP6	[-]	14.2	14.2	12.5	1.69	1.85	0.00	0.732	0.886	1.00	0.973	0.896
CESM2_BARPA	[-]	11.9	12.0	12.2	-0.241	0.661	0.0680	0.941	0.906	0.996	0.999	0.954
CESM2_CCAM	[-]	11.9	11.9	12.2	-0.327	0.700	0.0484	0.930	0.903	0.997	1.00	0.951
CMCC-ESM2_BARPA	[-]	12.3	12.4	12.2	0.163	0.577	0.00	0.949	0.917	1.00	0.998	0.961
CMCC-ESM2_CCAM	[-]	12.1	12.1	12.2	-0.0956	0.698	0.132	0.952	0.893	0.992	0.992	0.950
CMCC-ESM2_CMIP6	[-]	14.8	14.8	12.2	2.59	2.69	0.0427	0.627	0.880	0.997	0.936	0.862
CNRM-ESM2-1_CCAM	[-]	10.7	10.7	12.2	-1.52	1.70	0.388	0.758	0.877	0.975	0.963	0.891
CNRM-ESM2-1_CMIP6	[-]	12.7	12.7	12.5	0.224	0.890	0.718	0.909	0.880	0.954	0.992	0.928
EC-Earth3_BARPA	[-]	12.5	12.5	12.2	0.322	0.602	0.0218	0.927	0.933	0.999	0.991	0.959
EC-Earth3_CCAM	[-]	13.0	13.0	12.2	0.762	0.956	0.0942	0.868	0.906	0.994	0.987	0.935
EC-Earth3_CMIP6	[-]	14.4	14.4	12.2	2.21	2.30	0.00	0.665	0.888	1.00	0.993	0.887
ERA5_BARPA	[-]	12.3	12.3	12.2	0.101	0.768	0.00	0.954	0.880	1.00	0.999	0.950
ERA5_CCAM	[-]	11.9	11.9	12.2	-0.316	0.819	0.00	0.932	0.881	1.00	0.990	0.943
MPI-ESM1-2-HR_BARPA	[-]	11.6	11.7	12.2	-0.546	0.780	0.144	0.902	0.911	0.991	0.997	0.946
MPI-ESM1-2-HR_CMIP6	[-]	15.3	15.3	12.2	3.08	3.23	0.00	0.568	0.842	1.00	0.962	0.843
NorESM2-MM_BARPA	[-]	12.0	12.1	12.2	-0.144	0.813	0.0454	0.952	0.873	0.997	0.999	0.946
NorESM2-MM_CCAM	[-]	10.8	10.8	12.2	-1.43	1.60	0.347	0.768	0.884	0.978	0.992	0.903
NorESM2-MM_CMIP6	[-]	14.3	14.3	12.2	2.12	2.31	0.466	0.682	0.855	0.970	0.944	0.862

	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	[-]	14.1
ACCESS-CM2_BARPA	[-]	14.2	14.3	14.1	0.219	1.13	0.644	0.858	0.858	0.959	0.932	0.903
ACCESS-CM2_CCAM	[-]	13.7	13.8	14.1	-0.305	0.877	0.266	0.881	0.879	0.983	0.983	0.925
ACCESS-CM2_CMIP6	[-]	16.7	16.7	14.8	1.84	1.99	0.558	0.662	0.846	0.964	0.982	0.841
ACCESS-ESM1-5_BARPA	[-]	15.0	15.1	14.1	1.01	1.45	0.410	0.802	0.847	0.974	0.943	0.888
ACCESS-ESM1-5_CCAM	[-]	14.8	14.9	14.1	0.803	1.21	0.278	0.835	0.846	0.982	0.991	0.906
ACCESS-ESM1-5_CMIP6	[-]	16.4	16.4	14.2	2.21	2.37	0.155	0.630	0.846	0.990	0.939	0.850
CESM2_BARPA	[-]	13.8	13.9	14.1	-0.187	0.950	0.608	0.862	0.886	0.961	0.963	0.919
CESM2_CCAM	[-]	13.6	13.6	14.1	-0.423	0.838	0.457	0.877	0.892	0.971	0.996	0.927
CMCC-ESM2_BARPA	[-]	14.1	14.1	14.1	0.0360	0.915	0.0273	0.854	0.909	0.998	0.937	0.926
CMCC-ESM2_CCAM	[-]	13.9	13.9	14.1	-0.161	0.799	0.577	0.901	0.885	0.963	0.990	0.927
CMCC-ESM2_CMIP6	[-]	16.3	16.3	13.9	2.39	2.59	0.414	0.604	0.846	0.973	0.935	0.852
CNRM-ESM2-1_CCAM	[-]	11.9	12.0	14.1	-2.09	2.21	0.395	0.645	0.885	0.975	0.893	0.861
CNRM-ESM2-1_CMIP6	[-]	14.3	14.3	14.5	-0.146	1.20	0.176	0.811	0.882	0.989	0.937	0.904
EC-Earth3_BARPA	[-]	14.2	14.2	14.1	0.146	1.36	0.505	0.795	0.869	0.968	0.865	0.887
EC-Earth3_CCAM	[-]	14.3	14.3	14.1	0.275	0.865	0.434	0.874	0.900	0.972	0.932	0.916
EC-Earth3_CMIP6	[-]	15.0	15.0	14.1	0.920	1.25	0.236	0.807	0.875	0.985	0.973	0.903
ERA5_BARPA	[-]	14.0	14.0	14.1	-0.0379	0.891	0.218	0.863	0.909	0.986	0.946	0.927
ERA5_CCAM	[-]	13.6	13.6	14.1	-0.465	0.949	0.0174	0.867	0.882	0.999	0.981	0.927
MPI-ESM1-2-HR_BARPA	[-]	13.4	13.4	14.1	-0.655	1.47	0.688	0.772	0.858	0.956	0.889	0.886
MPI-ESM1-2-HR_CMIP6	[-]	16.4	16.4	14.2	2.13	2.24	0.400	0.638	0.870	0.974	0.982	0.861
NorESM2-MM_BARPA	[-]	13.9	13.9	14.1	-0.138	0.890	0.382	0.874	0.890	0.975	0.964	0.925
NorESM2-MM_CCAM	[-]	12.3	12.4	14.1	-1.69	1.85	0.694	0.694	0.865	0.955	0.989	0.871
NorESM2-MM_CMIP6	[-]	16.0	16.0	13.9	2.07	2.30	0.520	0.638	0.849	0.967	0.969	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	[-]	20.6
ACCESS-CM2_BARPA	[-]	19.5	19.6	20.6	-0.982	1.75	1.56	0.779	0.703	0.818	1.00	0.816
ACCESS-CM2_CCAM	[-]	19.2	19.3	20.6	-1.28	1.57	1.01	0.723	0.809	0.900	0.986	0.853
ACCESS-CM2_CMIP6	[-]	22.0	22.0	20.8	1.22	1.58	0.685	0.714	0.808	0.945	0.992	0.861
ACCESS-ESM1-5_BARPA	[-]	20.1	20.2	20.6	-0.374	1.45	1.23	0.867	0.721	0.877	0.997	0.855
ACCESS-ESM1-5_CCAM	[-]	20.5	20.6	20.6	-0.0273	1.06	0.668	0.869	0.809	0.945	0.976	0.894
ACCESS-ESM1-5_CMIP6	[-]	22.2	22.2	20.7	1.47	1.82	0.530	0.680	0.791	0.965	0.995	0.852
CESM2_BARPA	[-]	19.2	19.3	20.6	-1.30	1.77	1.11	0.724	0.744	0.892	1.00	0.833
CESM2_CCAM	[-]	19.5	19.6	20.6	-1.03	1.43	0.523	0.768	0.796	0.964	0.989	0.876
CMCC-ESM2_BARPA	[-]	19.4	19.5	20.6	-1.08	1.51	0.953	0.759	0.781	0.911	0.997	0.857
CMCC-ESM2_CCAM	[-]	19.6	19.7	20.6	-0.882	1.34	0.822	0.781	0.814	0.927	0.985	0.873
CMCC-ESM2_CMIP6	[-]	23.0	23.0	20.6	2.41	2.60	0.633	0.548	0.794	0.940	0.999	0.821
CNRM-ESM2-1_CCAM	[-]	16.8	16.8	20.6	-3.74	3.80	0.930	0.391	0.843	0.915	0.990	0.790
CNRM-ESM2-1_CMIP6	[-]	19.7	19.7	20.7	-0.971	1.34	0.456	0.772	0.830	0.970	0.948	0.871
EC-Earth3_BARPA	[-]	18.6	18.7	20.6	-1.86	2.44	1.02	0.627	0.671	0.906	0.999	0.792
EC-Earth3_CCAM	[-]	18.9	19.0	20.6	-1.56	1.74	0.682	0.666	0.853	0.946	0.964	0.861
EC-Earth3_CMIP6	[-]	19.8	19.8	20.7	-0.808	1.23	0.333	0.776	0.857	0.978	0.956	0.897
ERA5_BARPA	[-]	19.1	19.2	20.6	-1.41	1.66	0.967	0.702	0.809	0.911	0.999	0.852
ERA5_CCAM	[-]	19.2	19.2	20.6	-1.35	1.53	0.490	0.705	0.866	0.962	0.978	0.879
MPI-ESM1-2-HR_BARPA	[-]	18.5	18.6	20.6	-1.96	2.49	1.26	0.614	0.681	0.872	0.995	0.781
MPI-ESM1-2-HR_CMIP6	[-]	22.9	22.9	20.6	2.32	2.50	0.491	0.572	0.806	0.966	0.999	0.828
NorESM2-MM_BARPA	[-]	19.4	19.5	20.6	-1.05	1.38	0.957	0.771	0.814	0.911	0.999	0.869
NorESM2-MM_CCAM	[-]	18.2	18.3	20.6	-2.27	2.42	0.790	0.563	0.824	0.934	0.985	0.827
NorESM2-MM_CMIP6	[-]	22.7	22.7	20.6	2.15	2.26	0.441	0.582	0.837	0.969	0.986	0.837

	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	[-]	10.1
ACCESS-CM2_BARPA	[-]	10.7	10.7	10.1	0.578	0.942	0.168	0.861	0.865	0.989	0.978	0.917
ACCESS-CM2_CCAM	[-]	9.92	9.94	10.1	-0.205	0.735	0.293	0.923	0.862	0.981	0.998	0.932
ACCESS-CM2_CMIP6	[-]	11.4	11.4	10.0	1.32	1.58	0.197	0.736	0.830	0.987	0.989	0.879
ACCESS-ESM1-5_BARPA	[-]	11.2	11.2	10.1	1.05	1.19	0.177	0.783	0.902	0.989	0.971	0.910
ACCESS-ESM1-5_CCAM	[-]	10.6	10.7	10.1	0.520	1.08	0.154	0.852	0.848	0.990	0.998	0.914
ACCESS-ESM1-5_CMIP6	[-]	11.8	11.8	10.1	1.67	1.91	0.217	0.683	0.827	0.986	0.831	0.831
CESM2_BARPA	[-]	9.54	9.58	10.1	-0.568	0.967	0.463	0.853	0.858	0.970	0.968	0.906
CESM2_CCAM	[-]	9.00	9.02	10.1	-1.12	1.36	0.425	0.761	0.855	0.973	0.998	0.892
CMCC-ESM2_BARPA	[-]	10.0	10.0	10.1	-0.102	0.915	0.460	0.910	0.840	0.970	0.963	0.912
CMCC-ESM2_CCAM	[-]	10.1	10.1	10.1	-0.0674	0.987	0.564	0.856	0.860	0.964	0.998	0.913
CMCC-ESM2_CMIP6	[-]	11.9	11.9	10.2	1.67	1.89	0.386	0.679	0.856	0.975	0.863	0.845
CNRM-ESM2-1_CCAM	[-]	9.63	9.66	10.1	-0.487	1.13	0.517	0.821	0.859	0.967	0.997	0.905
CNRM-ESM2-1_CMIP6	[-]	11.5	11.5	10.2	1.27	1.57	0.459	0.739	0.820	0.971	0.999	0.875
EC-Earth3_BARPA	[-]	11.1	11.2	10.1	1.01	1.18	0.166	0.787	0.894	0.989	0.962	0.907
EC-Earth3_CCAM	[-]	11.8	11.8	10.1	1.67	1.85	0.145	0.686	0.842	0.991	0.995	0.874
EC-Earth3_CMIP6	[-]	12.3	12.3	10.1	2.27	2.43	0.0862	0.585	0.820	0.994	0.995	0.845
ERA5_BARPA	[-]	10.3	10.3	10.2	0.159	0.866	0.165	0.913	0.853	0.989	0.975	0.924
ERA5_CCAM	[-]	10.2	10.3	10.2	0.0933	0.785	0.343	0.866	0.919	0.978	0.998	0.938
MPI-ESM1-2-HR_BARPA	[-]	9.79	9.82	10.1	-0.326	0.895	0.311	0.895	0.850	0.980	0.968	0.915
MPI-ESM1-2-HR_CMIP6	[-]	12.5	12.5	10.2	2.33	2.51	0.479	0.583	0.811	0.969	0.987	0.835
NorESM2-MM_BARPA	[-]	9.86	9.90	10.1	-0.251	0.918	0.268	0.907	0.841	0.983	0.973	0.917
NorESM2-MM_CCAM	[-]	8.90	8.92	10.1	-1.22	1.47	0.209	0.726	0.906	0.987	0.997	0.904
NorESM2-MM_CMIP6	[-]	11.8	11.8	10.2	1.64	1.82	0.470	0.685	0.840	0.970	0.976	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	[-]	16.5
ACCESS-CM2_BARPA	[-]	15.8	15.8	16.5	-0.728	1.18	0.436	0.872	0.864	0.970	0.995	0.918
ACCESS-CM2_CCAM	[-]	14.9	14.9	16.5	-1.62	1.76	0.289	0.751	0.895	0.981	0.995	0.899
ACCESS-CM2_CMIP6	[-]	17.7	17.7	16.5	1.15	1.44	0.162	0.813	0.869	0.989	1.00	0.912
ACCESS-ESM1-5_BARPA	[-]	16.4	16.4	16.5	-0.106	0.826	0.318	0.914	0.896	0.979	0.998	0.942
ACCESS-ESM1-5_CCAM	[-]	15.4	15.4	16.5	-1.08	1.40	0.182	0.807	0.907	0.988	0.990	0.919
ACCESS-ESM1-5_CMIP6	[-]	17.3	17.3	16.5	0.764	1.20	0.153	0.866	0.865	0.990	0.998	0.924
CESM2_BARPA	[-]	14.9	15.0	16.5	-1.57	1.74	0.113	0.757	0.882	0.993	0.995	0.902
CESM2_CCAM	[-]	14.4	14.4	16.5	-2.11	2.21	0.0557	0.688	0.908	0.996	0.996	0.895
CMCC-ESM2_BARPA	[-]	15.6	15.6	16.5	-0.897	1.18	0.173	0.846	0.889	0.989	0.996	0.924
CMCC-ESM2_CCAM	[-]	15.2	15.2	16.5	-1.30	1.54	0.169	0.790	0.894	0.989	0.995	0.913
CMCC-ESM2_CMIP6	[-]	18.4	18.4	16.5	1.86	2.02	0.212	0.721	0.889	0.986	0.999	0.898
CNRM-ESM2-1_CCAM	[-]	13.5	13.5	16.5	-3.04	3.14	0.571	0.587	0.879	0.963	0.936	0.836
CNRM-ESM2-1_CMIP6	[-]	17.3	17.3	16.7	0.645	1.28	0.550	0.833	0.890	0.964	0.996	0.914
EC-Earth3_BARPA	[-]	16.0	16.0	16.5	-0.539	0.940	0.0935	0.883	0.905	0.994	0.978	0.938
EC-Earth3_CCAM	[-]	16.0	16.0	16.5	-0.511	1.03	0.124	0.867	0.907	0.992	0.945	0.923
EC-Earth3_CMIP6	[-]	17.0	17.0	16.5	0.454	1.22	0.179	0.837	0.896	0.988	0.939	0.913
ERA5_BARPA	[-]	15.4	15.4	16.5	-1.09	1.30	0.160	0.826	0.899	0.990	0.994	0.921
ERA5_CCAM	[-]	14.9	14.9	16.5	-1.66	1.78	0.0607	0.743	0.912	0.996	0.999	0.907
MPI-ESM1-2-HR_BARPA	[-]	15.1	15.2	16.5	-1.37	1.54	0.122	0.785	0.890	0.991	0.999	0.912
MPI-ESM1-2-HR_CMIP6	[-]	19.0	19.0	16.5	2.51	2.71	0.295	0.644	0.846	0.980	0.983	0.867
NorESM2-MM_BARPA	[-]	15.2	15.2	16.5	-1.33	1.58	0.126	0.791	0.869	0.992	1.00	0.906
NorESM2-MM_CCAM	[-]	13.4	13.4	16.5	-3.08	3.19	0.125	0.577	0.867	0.992	0.997	0.856
NorESM2-MM_CMIP6	[-]	17.9	17.9	16.5	1.36	1.60	0.137	0.785	0.893	0.991	0.985	0.915

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	8.27
ACCESS-CM2_BARPA	[-]	8.74	8.72	8.27	0.450	0.853	0.0959	0.797	0.873	0.994	0.997	0.910
ACCESS-CM2_CCAM	[-]	7.62	7.62	8.27	-0.655	0.983	0.136	0.768	0.838	0.991	0.997	0.886
ACCESS-CM2_CMIP6	[-]	11.2	11.2	9.71	1.49	1.66	0.113	0.574	0.799	0.993	0.999	0.824
ACCESS-ESM1-5_BARPA	[-]	9.27	9.25	8.27	0.982	1.17	0.106	0.714	0.872	0.993	0.996	0.890
ACCESS-ESM1-5_CCAM	[-]	8.11	8.10	8.27	-0.174	0.824	0.116	0.813	0.844	0.993	0.997	0.900
ACCESS-ESM1-5_CMIP6	[-]	11.9	11.9	9.17	2.75	2.80	0.129	0.400	0.841	0.992	0.999	0.733
CESM2_BARPA	[-]	7.49	7.46	8.27	-0.808	1.10	0.551	0.714	0.880	0.965	0.997	0.875
CESM2_CCAM	[-]	6.47	6.46	8.27	-1.81	1.90	0.578	0.539	0.850	0.963	0.996	0.825
CMCC-ESM2_BARPA	[-]	8.18	8.16	8.27	-0.112	0.812	0.524	0.803	0.881	0.966	0.998	0.904
CMCC-ESM2_CCAM	[-]	7.50	7.49	8.27	-0.780	1.09	0.362	0.733	0.843	0.977	0.996	0.876
CMCC-ESM2_CMIP6	[-]	10.9	10.9	9.09	1.85	1.93	0.126	0.543	0.832	0.992	0.991	0.826
CNRM-ESM2-1_CCAM	[-]	7.19	7.19	8.27	-1.08	1.28	0.126	0.681	0.853	0.992	0.995	0.871
CNRM-ESM2-1_CMIP6	[-]	10.6	10.6	8.90	1.65	1.76	0.114	0.551	0.815	0.993	0.980	0.791
EC-Earth3_BARPA	[-]	9.66	9.65	8.27	1.38	1.46	0.0901	0.635	0.893	0.994	0.997	0.878
EC-Earth3_CCAM	[-]	9.36	9.35	8.27	1.08	1.27	0.133	0.693	0.830	0.991	0.998	0.875
EC-Earth3_CMIP6	[-]	9.87	9.87	8.61	1.26	1.53	0.0816	0.658	0.771	0.995	0.984	0.848
ERA5_BARPA	[-]	8.35	8.33	8.28	0.0486	0.706	0.0625	0.810	0.923	0.996	0.997	0.924
ERA5_CCAM	[-]	7.70	7.70	8.28	-0.586	0.879	0.0924	0.763	0.900	0.994	0.998	0.903
MPI-ESM1-2-HR_BARPA	[-]	7.97	7.93	8.27	-0.337	0.899	0.0992	0.774	0.870	0.994	0.996	0.897
MPI-ESM1-2-HR_CMIP6	[-]	9.14	9.14	8.36	0.784	1.29	0.462	0.727	0.817	0.970	0.995	0.867
NorESM2-MM_BARPA	[-]	7.94	7.92	8.27	-0.352	0.805	0.126	0.790	0.894	0.992	0.998	0.908
NorESM2-MM_CCAM	[-]	6.29	6.29	8.27	-1.99	2.04	0.126	0.512	0.869	0.992	0.994	0.828
NorESM2-MM_CMIP6	[-]	10.2	10.2	9.09	1.08	1.22	0.0635	0.704	0.841	0.996	0.994	0.862

	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	[-]	11.8	11.9	12.2	-0.344	0.692	0.126	0.895	0.878	0.992	0.995	0.932
ACCESS-CM2_CCAM	[-]	11.0	11.1	12.2	-1.17	1.40	0.129	0.737	0.830	0.992	0.993	0.882
ACCESS-CM2_CMIP6	[-]	13.6	13.6	12.7	0.896	1.41	0.00	0.789	0.778	1.00	0.926	0.869
ACCESS-ESM1-5_BARPA	[-]	12.2	12.3	12.2	0.0379	0.547	0.111	0.918	0.897	0.993	0.997	0.943
ACCESS-ESM1-5_CCAM	[-]	11.2	11.3	12.2	-0.974	1.34	0.0926	0.763	0.822	0.994	0.996	0.891
ACCESS-ESM1-5_CMIP6	[-]	13.7	13.7	12.4	1.38	1.81	0.248	0.707	0.803	0.984	0.965	0.844
CESM2_BARPA	[-]	10.5	10.6	12.2	-1.64	1.80	0.235	0.650	0.832	0.985	1.00	0.858
CESM2_CCAM	[-]	9.95	10.0	12.2	-2.21	2.24	0.115	0.558	0.907	0.993	0.999	0.864
CMCC-ESM2_BARPA	[-]	11.0	11.1	12.2	-1.14	1.33	0.249	0.741	0.847	0.984	1.00	0.882
CMCC-ESM2_CCAM	[-]	11.0	11.0	12.2	-1.20	1.44	0.119	0.716	0.866	0.992	0.995	0.892
CMCC-ESM2_CMIP6	[-]	14.1	14.1	12.2	1.81	1.91	0.149	0.631	0.866	0.990	0.964	0.834
CNRM-ESM2-1_CCAM	[-]	10.5	10.5	12.2	-1.70	1.92	0.129	0.637	0.850	0.992	0.997	0.875
CNRM-ESM2-1_CMIP6	[-]	13.1	13.1	12.5	0.620	1.39	0.160	0.818	0.760	0.990	0.975	0.874
EC-Earth3_BARPA	[-]	12.7	12.8	12.2	0.530	0.857	0.123	0.841	0.880	0.992	0.999	0.922
EC-Earth3_CCAM	[-]	13.1	13.2	12.2	0.919	1.14	0.0561	0.787	0.861	0.996	0.999	0.900
EC-Earth3_CMIP6	[-]	13.7	13.7	12.4	1.35	1.65	0.124	0.693	0.806	0.992	0.999	0.864
ERA5_BARPA	[-]	11.4	11.5	12.3	-0.776	1.04	0.119	0.821	0.854	0.992	0.988	0.910
ERA5_CCAM	[-]	11.1	11.2	12.3	-1.09	1.28	0.198	0.731	0.934	0.987	0.999	0.919
MPI-ESM1-2-HR_BARPA	[-]	10.7	10.9	12.2	-1.39	1.56	0.360	0.696	0.845	0.977	0.997	0.878
MPI-ESM1-2-HR_CMIP6	[-]	13.3	13.3	12.3	1.01	1.31	0.377	0.772	0.838	0.976	0.970	0.876
NorESM2-MM_BARPA	[-]	11.0	11.1	12.2	-1.19	1.37	0.112	0.737	0.848	0.993	0.998	0.888
NorESM2-MM_CCAM	[-]	9.28	9.35	12.2	-2.89	2.93	0.380	0.473	0.907	0.976	0.998	0.846
NorESM2-MM_CMIP6	[-]	13.5	13.5	12.2	1.22	1.58	0.389	0.725	0.791	0.975	0.991	0.847

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.4
ACCESS-CM2_BARPA	[-]	20.8	20.9	21.4	-0.465	1.20	1.31	0.802	0.652	0.853	0.999	0.807
ACCESS-CM2_CCAM	[-]	20.2	20.3	21.4	-1.12	1.35	1.25	0.629	0.769	0.863	0.996	0.809
ACCESS-CM2_CMIP6	[-]	23.8	23.8	22.0	1.81	2.01	1.22	0.454	0.678	0.874	0.998	0.743
ACCESS-ESM1-5_BARPA	[-]	21.5	21.7	21.4	0.246	1.16	1.33	0.831	0.648	0.851	1.00	0.812
ACCESS-ESM1-5_CCAM	[-]	21.6	21.7	21.4	0.279	0.954	1.29	0.827	0.727	0.852	0.990	0.835
ACCESS-ESM1-5_CMIP6	[-]	25.2	25.2	23.0	2.14	2.33	1.02	0.339	0.626	0.932	0.948	0.702
CESM2_BARPA	[-]	20.6	20.8	21.4	-0.645	1.10	1.31	0.749	0.721	0.853	0.998	0.818
CESM2_CCAM	[-]	20.6	20.7	21.4	-0.672	1.04	0.667	0.736	0.770	0.946	1.00	0.852
CMCC-ESM2_BARPA	[-]	20.4	20.6	21.4	-0.811	1.13	1.12	0.719	0.746	0.893	0.999	0.829
CMCC-ESM2_CCAM	[-]	20.2	20.3	21.4	-1.09	1.26	1.33	0.628	0.833	0.846	0.988	0.825
CMCC-ESM2_CMIP6	[-]	24.1	24.1	22.0	2.12	2.21	0.783	0.413	0.774	0.936	0.890	0.756
CNRM-ESM2-1_CCAM	[-]	17.6	17.7	21.4	-3.68	3.73	0.676	0.230	0.791	0.949	0.995	0.747
CNRM-ESM2-1_CMIP6	[-]	21.9	21.9	23.0	-1.11	1.33	0.682	0.606	0.718	0.955	0.733	0.749
EC-Earth3_BARPA	[-]	19.6	19.8	21.4	-1.65	2.13	0.790	0.513	0.580	0.941	1.00	0.739
EC-Earth3_CCAM	[-]	19.7	19.8	21.4	-1.62	1.78	0.721	0.515	0.774	0.937	0.982	0.799
EC-Earth3_CMIP6	[-]	20.4	20.4	21.5	-1.09	1.19	0.178	0.638	0.840	0.988	0.998	0.863
ERA5_BARPA	[-]	20.4	20.6	21.4	-0.815	0.969	1.26	0.717	0.838	0.863	1.00	0.853
ERA5_CCAM	[-]	20.1	20.2	21.4	-1.21	1.34	0.747	0.606	0.834	0.926	0.988	0.838
MPI-ESM1-2-HR_BARPA	[-]	19.8	20.0	21.4	-1.44	1.87	1.29	0.569	0.622	0.858	0.994	0.745
MPI-ESM1-2-HR_CMIP6	[-]	22.9	22.9	22.2	0.671	1.28	0.549	0.667	0.695	0.963	0.970	0.809
NorESM2-MM_BARPA	[-]	20.8	21.0	21.4	-0.365	0.768	0.908	0.821	0.798	0.918	0.997	0.874
NorESM2-MM_CCAM	[-]	19.5	19.6	21.4	-1.84	1.93	0.855	0.469	0.796	0.921	0.995	0.795
NorESM2-MM_CMIP6	[-]	23.8	23.8	22.0	1.88	2.00	0.684	0.444	0.756	0.954	0.874	0.757

	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	[-]	19.6
ACCESS-CM2_BARPA	[-]	20.7	20.7	19.7		16.0	0.950	1.28	0.748	0.425	0.654	0.906	0.996	0.727
ACCESS-CM2_CCAM	[-]	20.2	20.2	19.9		13.2	0.290	0.996	0.701	0.524	0.680	0.915	0.995	0.759
ACCESS-CM2_CMIP6	[-]	21.4	21.3	19.9	22.5		1.39	1.53	0.682	0.371	0.639	0.919	0.997	0.713
ACCESS-ESM1-5_BARPA	[-]	21.1	21.1	19.7		16.0	1.38	1.57	0.945	0.346	0.647	0.875	0.997	0.702
ACCESS-ESM1-5_CCAM	[-]	20.7	20.7	19.9		13.2	0.748	1.15	0.779	0.459	0.690	0.901	0.996	0.747
ACCESS-ESM1-5_CMIP6	[-]	21.6	21.4	19.7	25.6		1.71	1.81	0.860	0.317	0.653	0.888	0.997	0.702
CESM2_BARPA	[-]	20.3	20.2	19.7		16.0	0.531	1.40	0.898	0.428	0.649	0.875	0.981	0.716
CESM2_CCAM	[-]	20.0	20.0	19.9		13.2	0.0283	1.45	1.13	0.404	0.644	0.833	0.973	0.700
CMCC-ESM2_BARPA	[-]	20.4	20.3	19.7		16.0	0.647	1.21	0.930	0.467	0.684	0.862	0.988	0.737
CMCC-ESM2_CCAM	[-]	20.2	20.2	19.9		13.2	0.254	1.10	1.01	0.472	0.691	0.849	0.988	0.738
CMCC-ESM2_CMIP6	[-]	20.9	20.8	19.8	25.2		0.971	1.21	1.06	0.460	0.699	0.835	0.995	0.737
CNRM-ESM2-1_CCAM	[-]	18.3	18.3	19.9		13.2	-1.67	1.82	0.746	0.307	0.650	0.904	0.997	0.702
CNRM-ESM2-1_CMIP6	[-]	19.8	19.7	19.8	25.5		-0.0499	0.798	0.817	0.562	0.692	0.883	0.993	0.765
EC-Earth3_BARPA	[-]	21.0	21.0	19.7		16.0	1.28	1.65	0.830	0.340	0.617	0.888	0.989	0.690
EC-Earth3_CCAM	[-]	20.9	20.8	19.9		13.2	0.924	1.38	0.775	0.386	0.650	0.900	0.990	0.715
EC-Earth3_CMIP6	[-]	20.4	20.3	19.9	24.2		0.470	1.08	1.01	0.553	0.702	0.852	0.970	0.756
ERA5_BARPA	[-]	20.2	20.1	19.7		16.0	0.442	0.812	0.498	0.555	0.805	0.938	0.993	0.819
ERA5_CCAM	[-]	19.9	19.9	19.9		13.2	-0.0593	0.689	0.503	0.578	0.823	0.936	0.995	0.831
MPI-ESM1-2-HR_BARPA	[-]	19.9	19.9	19.7		16.0	0.208	1.20	1.04	0.486	0.627	0.850	0.988	0.716
MPI-ESM1-2-HR_CMIP6	[-]	20.8	20.7	19.7	25.5		0.931	1.33	1.19	0.444	0.682	0.830	0.991	0.726
NorESM2-MM_BARPA	[-]	20.4	20.4	19.7		16.0	0.705	1.19	0.732	0.461	0.724	0.904	0.992	0.761
NorESM2-MM_CCAM	[-]	18.6	18.6	19.9		13.2	-1.36	1.46	0.993	0.401	0.687	0.876	0.994	0.729
NorESM2-MM_CMIP6	[-]	20.8	20.6	19.8	24.8		0.793	1.03	0.720	0.489	0.751	0.911	0.997	0.780

	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	[-]	25.3
ACCESS-CM2_BARPA	[-]	26.9	26.9	25.3		26.1	1.55	1.72	1.68	0.130	0.501	0.771	0.958	0.572
ACCESS-CM2_CCAM	[-]	26.1	26.1	25.3		26.1	0.764	1.24	1.54	0.208	0.521	0.799	0.899	0.590
ACCESS-CM2_CMIP6	[-]	27.3	27.3	25.3			1.94	2.07	1.51	0.0830	0.457	0.808	0.983	0.558
ACCESS-ESM1-5_BARPA	[-]	27.2	27.2	25.3		26.1	1.85	1.97	2.07	0.0991	0.489	0.692	0.961	0.546
ACCESS-ESM1-5_CCAM	[-]	26.5	26.5	25.3		26.1	1.18	1.41	1.72	0.177	0.562	0.762	0.932	0.599
ACCESS-ESM1-5_CMIP6	[-]	27.7	27.7	25.3	28.1		2.35	2.40	1.91	0.0500	0.491	0.725	0.946	0.541
CESM2_BARPA	[-]	26.9	26.9	25.3		26.1	1.62	1.83	1.77	0.141	0.427	0.750	0.948	0.539
CESM2_CCAM	[-]	26.4	26.4	25.3		26.1	1.03	1.52	2.20	0.180	0.443	0.673	0.860	0.520
CMCC-ESM2_BARPA	[-]	26.8	26.8	25.3		26.1	1.51	1.71	1.52	0.141	0.475	0.781	0.951	0.565
CMCC-ESM2_CCAM	[-]	26.2	26.2	25.3		26.1	0.913	1.39	1.74	0.185	0.521	0.738	0.878	0.568
CMCC-ESM2_CMIP6	[-]	26.7	26.6	25.3	27.5		1.31	1.48	1.78	0.161	0.534	0.720	0.994	0.589
CNRM-ESM2-1_CCAM	[-]	23.6	23.6	25.3		26.1	-1.77	1.81	1.58	0.0813	0.589	0.774	0.921	0.591
CNRM-ESM2-1_CMIP6	[-]	24.8	24.8	25.3	25.5		-0.525	0.644	1.63	0.422	0.596	0.749	0.988	0.670
EC-Earth3_BARPA	[-]	26.3	26.3	25.3		26.1	0.957	1.35	1.79	0.214	0.409	0.739	0.939	0.542
EC-Earth3_CCAM	[-]	25.8	25.8	25.3		26.1	0.433	1.11	1.59	0.259	0.487	0.775	0.890	0.580
EC-Earth3_CMIP6	[-]	24.8	24.8	25.3	25.5		-0.526	0.646	2.03	0.456	0.619	0.675	0.979	0.669
ERA5_BARPA	[-]	26.3	26.4	25.3		26.1	1.03	1.24	1.12	0.190	0.612	0.855	0.953	0.644
ERA5_CCAM	[-]	25.6	25.6	25.3		26.1	0.275	0.854	1.11	0.303	0.661	0.849	0.913	0.677
MPI-ESM1-2-HR_BARPA	[-]	26.4	26.4	25.3		26.1	1.10	1.43	1.71	0.198	0.393	0.752	0.949	0.537
MPI-ESM1-2-HR_CMIP6	[-]	26.5	26.5	25.3	27.3		1.19	1.46	1.96	0.154	0.527	0.717	0.950	0.575
NorESM2-MM_BARPA	[-]	26.8	26.8	25.3		26.1	1.51	1.64	1.63	0.129	0.558	0.766	0.959	0.594
NorESM2-MM_CCAM	[-]	24.6	24.6	25.3		26.1	-0.681	0.811	1.75	0.400	0.563	0.749	0.972	0.649
NorESM2-MM_CMIP6	[-]	26.5	26.4	25.3	27.0		1.12	1.21	1.42	0.191	0.646	0.798	1.00	0.656

	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	[-]	12.7	12.7	12.2	0.514	0.841	0.0200	0.908	0.896	0.999	0.999	0.940
ACCESS-CM2_CCAM	[-]	12.2	12.2	12.2	-0.0338	0.587	0.00	0.964	0.907	1.00	0.998	0.955
ACCESS-CM2_CMIP6	[-]	13.4	13.4	12.2	1.18	1.42	0.00	0.805	0.894	1.00	0.984	0.915
ACCESS-ESM1-5_BARPA	[-]	13.4	13.4	12.2	1.22	1.35	0.00	0.799	0.905	1.00	1.00	0.922
ACCESS-ESM1-5_CCAM	[-]	13.1	13.1	12.2	0.885	1.12	0.00	0.849	0.884	1.00	0.997	0.923
ACCESS-ESM1-5_CMIP6	[-]	14.2	14.2	12.5	1.69	1.85	0.00	0.732	0.886	1.00	0.973	0.895
CESM2_BARPA	[-]	11.9	12.0	12.2	-0.241	0.661	0.0680	0.941	0.906	0.996	0.999	0.949
CESM2_CCAM	[-]	11.9	11.9	12.2	-0.327	0.700	0.0484	0.930	0.903	0.997	1.00	0.946
CMCC-ESM2_BARPA	[-]	12.3	12.4	12.2	0.163	0.577	0.00	0.949	0.917	1.00	0.998	0.956
CMCC-ESM2_CCAM	[-]	12.1	12.1	12.2	-0.0956	0.698	0.132	0.952	0.893	0.992	0.992	0.944
CMCC-ESM2_CMIP6	[-]	14.8	14.8	12.2	2.59	2.69	0.0427	0.627	0.880	0.997	0.936	0.864
CNRM-ESM2-1_CCAM	[-]	10.7	10.7	12.2	-1.52	1.70	0.388	0.758	0.877	0.975	0.963	0.890
CNRM-ESM2-1_CMIP6	[-]	12.7	12.7	12.5	0.224	0.890	0.718	0.909	0.880	0.954	0.992	0.923
EC-Earth3_BARPA	[-]	12.5	12.5	12.2	0.322	0.602	0.0218	0.927	0.933	0.999	0.991	0.956
EC-Earth3_CCAM	[-]	13.0	13.0	12.2	0.762	0.956	0.0942	0.868	0.906	0.994	0.987	0.932
EC-Earth3_CMIP6	[-]	14.4	14.4	12.2	2.21	2.30	0.00	0.665	0.888	1.00	0.993	0.887
ERA5_BARPA	[-]	12.3	12.3	12.2	0.101	0.768	0.00	0.954	0.880	1.00	0.999	0.943
ERA5_CCAM	[-]	11.9	11.9	12.2	-0.316	0.819	0.00	0.932	0.881	1.00	0.990	0.937
MPI-ESM1-2-HR_BARPA	[-]	11.6	11.7	12.2	-0.546	0.780	0.144	0.902	0.911	0.991	0.997	0.942
MPI-ESM1-2-HR_CMIP6	[-]	15.3	15.3	12.2	3.08	3.23	0.00	0.568	0.842	1.00	0.962	0.843
NorESM2-MM_BARPA	[-]	12.0	12.1	12.2	-0.144	0.813	0.0454	0.952	0.873	0.997	0.999	0.939
NorESM2-MM_CCAM	[-]	10.8	10.8	12.2	-1.43	1.60	0.347	0.768	0.884	0.978	0.992	0.901
NorESM2-MM_CMIP6	[-]	14.3	14.3	12.2	2.12	2.31	0.466	0.682	0.855	0.970	0.944	0.861

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	15.4
ACCESS-CM2_BARPA	[-]	15.2	15.2	15.4	-0.222	1.03	0.904	0.901	0.834	0.942	0.932	0.889
ACCESS-CM2_CCAM	[-]	15.0	15.0	15.4	-0.431	0.881	0.342	0.893	0.870	0.978	0.958	0.914
ACCESS-CM2_CMIP6	[-]	17.5	17.5	15.8	1.76	1.89	0.490	0.678	0.855	0.969	0.959	0.863
ACCESS-ESM1-5_BARPA	[-]	16.0	16.1	15.4	0.625	1.21	0.556	0.866	0.825	0.964	0.936	0.883
ACCESS-ESM1-5_CCAM	[-]	16.2	16.2	15.4	0.728	1.18	0.359	0.856	0.834	0.977	0.973	0.895
ACCESS-ESM1-5_CMIP6	[-]	17.5	17.5	15.7	1.76	1.94	0.220	0.694	0.848	0.986	0.997	0.874
CESM2_BARPA	[-]	14.9	14.9	15.4	-0.546	0.929	0.728	0.875	0.876	0.953	0.972	0.910
CESM2_CCAM	[-]	15.0	15.0	15.4	-0.446	0.782	0.503	0.892	0.895	0.968	0.983	0.927
CMCC-ESM2_BARPA	[-]	15.0	15.0	15.4	-0.416	0.779	0.0209	0.884	0.910	0.999	0.949	0.930
CMCC-ESM2_CCAM	[-]	15.2	15.2	15.4	-0.250	0.765	0.499	0.919	0.882	0.968	0.978	0.926
CMCC-ESM2_CMIP6	[-]	18.3	18.3	15.3	2.92	3.05	0.346	0.549	0.838	0.978	0.970	0.834
CNRM-ESM2-1_CCAM	[-]	12.9	12.9	15.4	-2.55	2.61	0.213	0.584	0.892	0.986	0.901	0.851
CNRM-ESM2-1_CMIP6	[-]	15.1	15.1	15.9	-0.802	1.05	0.00	0.844	0.888	1.00	0.986	0.921
EC-Earth3_BARPA	[-]	14.8	14.9	15.4	-0.583	1.15	0.643	0.848	0.847	0.959	0.932	0.886
EC-Earth3_CCAM	[-]	15.4	15.4	15.4	-0.0709	0.702	0.463	0.916	0.897	0.970	0.916	0.919
EC-Earth3_CMIP6	[-]	16.1	16.1	15.4	0.748	1.09	0.326	0.839	0.885	0.979	0.969	0.912
ERA5_BARPA	[-]	15.0	15.0	15.5	-0.435	0.800	0.286	0.888	0.905	0.982	0.947	0.926
ERA5_CCAM	[-]	14.8	14.9	15.5	-0.610	0.971	0.00904	0.870	0.876	0.999	0.965	0.917
MPI-ESM1-2-HR_BARPA	[-]	14.1	14.1	15.4	-1.34	1.63	0.915	0.757	0.832	0.941	0.954	0.863
MPI-ESM1-2-HR_CMIP6	[-]	17.6	17.6	15.6	2.00	2.09	0.557	0.663	0.885	0.964	0.955	0.870
NorESM2-MM_BARPA	[-]	14.9	15.0	15.4	-0.471	0.843	0.348	0.891	0.887	0.978	0.970	0.922
NorESM2-MM_CCAM	[-]	13.7	13.7	15.4	-1.74	1.92	0.593	0.692	0.852	0.962	0.968	0.865
NorESM2-MM_CMIP6	[-]	17.8	17.8	15.3	2.52	2.66	0.344	0.595	0.836	0.978	0.999	0.849

	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	[-]	11.1
ACCESS-CM2_BARPA	[-]	12.2	12.3	11.1	1.17	1.34	0.0836	0.764	0.910	0.995	0.994	0.915
ACCESS-CM2_CCAM	[-]	11.0	11.0	11.1	-0.0342	0.870	0.102	0.857	0.898	0.993	0.972	0.924
ACCESS-CM2_CMIP6	[-]	14.3	14.3	12.3	2.05	2.25	0.739	0.619	0.824	0.953	0.777	0.799
ACCESS-ESM1-5_BARPA	[-]	12.9	12.9	11.1	1.86	1.95	0.0960	0.664	0.896	0.994	0.994	0.888
ACCESS-ESM1-5_CCAM	[-]	12.0	12.0	11.1	0.966	1.29	0.103	0.790	0.872	0.993	0.979	0.902
ACCESS-ESM1-5_CMIP6	[-]	13.9	13.9	10.6	3.31	3.42	0.00	0.477	0.842	1.00	0.960	0.824
CESM2_BARPA	[-]	11.7	11.7	11.1	0.586	0.997	0.347	0.834	0.908	0.978	0.998	0.925
CESM2_CCAM	[-]	10.7	10.7	11.1	-0.374	0.957	0.359	0.845	0.885	0.977	0.983	0.915
CMCC-ESM2_BARPA	[-]	12.1	12.1	11.1	1.01	1.21	0.0411	0.789	0.906	0.997	0.997	0.919
CMCC-ESM2_CCAM	[-]	11.1	11.1	11.1	0.0303	0.872	0.745	0.862	0.890	0.952	0.977	0.914
CMCC-ESM2_CMIP6	[-]	12.4	12.4	11.1	1.31	1.66	0.550	0.714	0.863	0.965	0.998	0.881
CNRM-ESM2-1_CCAM	[-]	9.95	9.98	11.1	-1.10	1.35	0.787	0.777	0.872	0.949	0.950	0.884
CNRM-ESM2-1_CMIP6	[-]	12.4	12.4	11.0	1.40	1.57	0.590	0.732	0.867	0.962	0.972	0.880
EC-Earth3_BARPA	[-]	12.8	12.8	11.1	1.72	1.80	0.206	0.683	0.917	0.987	0.997	0.900
EC-Earth3_CCAM	[-]	12.1	12.1	11.1	1.02	1.22	0.372	0.784	0.909	0.976	0.962	0.908
EC-Earth3_CMIP6	[-]	12.5	12.5	11.3	1.28	1.58	0.0462	0.739	0.854	0.997	0.955	0.880
ERA5_BARPA	[-]	11.9	11.9	11.1	0.820	1.09	0.0712	0.810	0.916	0.995	0.995	0.927
ERA5_CCAM	[-]	10.9	10.9	11.1	-0.152	0.903	0.0354	0.860	0.895	0.998	0.974	0.924
MPI-ESM1-2-HR_BARPA	[-]	11.9	11.9	11.1	0.817	1.13	0.199	0.804	0.915	0.987	0.998	0.924
MPI-ESM1-2-HR_CMIP6	[-]	13.8	13.8	11.4	2.39	2.55	0.0797	0.586	0.839	0.995	0.974	0.847
NorESM2-MM_BARPA	[-]	11.7	11.7	11.1	0.579	0.991	0.455	0.838	0.898	0.971	0.997	0.920
NorESM2-MM_CCAM	[-]	9.46	9.50	11.1	-1.58	1.72	0.913	0.701	0.892	0.941	0.951	0.876
NorESM2-MM_CMIP6	[-]	12.3	12.3	11.1	1.17	1.57	0.876	0.725	0.875	0.944	0.958	0.875

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	19.3
ACCESS-CM2_BARPA	[-]	18.1	18.2	19.3	-1.09	1.72	1.14	0.767	0.730	0.883	0.988	0.820
ACCESS-CM2_CCAM	[-]	18.0	18.1	19.3	-1.20	1.44	0.719	0.746	0.834	0.942	0.970	0.865
ACCESS-CM2_CMIP6	[-]	20.5	20.5	19.5	0.968	1.32	0.488	0.779	0.833	0.967	0.996	0.882
ACCESS-ESM1-5_BARPA	[-]	19.0	19.0	19.3	-0.235	1.34	0.970	0.895	0.741	0.911	0.985	0.854
ACCESS-ESM1-5_CCAM	[-]	19.4	19.5	19.3	0.200	1.07	0.673	0.883	0.810	0.945	0.978	0.885
ACCESS-ESM1-5_CMIP6	[-]	20.9	20.9	19.3	1.62	1.91	0.513	0.677	0.792	0.966	0.988	0.843
CESM2_BARPA	[-]	17.9	17.9	19.3	-1.34	1.69	0.803	0.723	0.786	0.927	0.993	0.843
CESM2_CCAM	[-]	18.4	18.4	19.3	-0.826	1.15	0.460	0.814	0.834	0.969	0.992	0.889
CMCC-ESM2_BARPA	[-]	17.9	18.0	19.3	-1.31	1.55	0.511	0.728	0.825	0.963	0.997	0.868
CMCC-ESM2_CCAM	[-]	18.4	18.5	19.3	-0.769	1.16	0.611	0.800	0.866	0.949	0.988	0.894
CMCC-ESM2_CMIP6	[-]	21.7	21.7	19.2	2.46	2.59	0.416	0.563	0.847	0.967	0.999	0.845
CNRM-ESM2-1_CCAM	[-]	15.5	15.6	19.3	-3.71	3.76	0.561	0.416	0.868	0.962	0.969	0.816
CNRM-ESM2-1_CMIP6	[-]	17.9	17.9	19.2	-1.27	1.53	0.391	0.734	0.835	0.974	0.967	0.869
EC-Earth3_BARPA	[-]	17.3	17.4	19.3	-1.90	2.40	0.684	0.634	0.701	0.949	0.995	0.796
EC-Earth3_CCAM	[-]	17.9	18.0	19.3	-1.26	1.49	0.430	0.722	0.874	0.971	0.973	0.883
EC-Earth3_CMIP6	[-]	18.9	18.9	19.2	-0.264	0.940	0.281	0.845	0.875	0.981	0.985	0.912
ERA5_BARPA	[-]	17.8	17.9	19.3	-1.37	1.53	0.559	0.718	0.857	0.958	0.984	0.875
ERA5_CCAM	[-]	18.0	18.1	19.3	-1.18	1.40	0.192	0.741	0.878	0.987	0.976	0.892
MPI-ESM1-2-HR_BARPA	[-]	17.1	17.1	19.3	-2.14	2.59	1.09	0.599	0.702	0.895	0.998	0.780
MPI-ESM1-2-HR_CMIP6	[-]	21.5	21.5	19.2	2.30	2.47	0.460	0.595	0.829	0.970	0.984	0.841
NorESM2-MM_BARPA	[-]	18.0	18.1	19.3	-1.17	1.39	0.529	0.754	0.841	0.961	0.989	0.877
NorESM2-MM_CCAM	[-]	17.0	17.1	19.3	-2.21	2.33	0.490	0.589	0.845	0.967	0.968	0.843
NorESM2-MM_CMIP6	[-]	21.3	21.3	19.2	2.11	2.24	0.501	0.607	0.839	0.967	0.960	0.842

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.5
ACCESS-CM2_BARPA	[-]	20.4	20.5	21.5	-0.913	1.78	1.84	0.787	0.686	0.774	0.989	0.784
ACCESS-CM2_CCAM	[-]	20.0	20.1	21.5	-1.33	1.65	1.21	0.707	0.793	0.871	0.992	0.831
ACCESS-CM2_CMIP6	[-]	23.0	23.0	21.6	1.38	1.75	0.812	0.673	0.792	0.930	0.958	0.829
ACCESS-ESM1-5_BARPA	[-]	20.9	21.0	21.5	-0.467	1.53	1.41	0.849	0.707	0.855	0.990	0.822
ACCESS-ESM1-5_CCAM	[-]	21.2	21.3	21.5	-0.179	1.06	0.665	0.859	0.808	0.945	0.985	0.881
ACCESS-ESM1-5_CMIP6	[-]	23.0	23.0	21.6	1.37	1.77	0.541	0.683	0.790	0.964	0.993	0.844
CESM2_BARPA	[-]	20.1	20.2	21.5	-1.26	1.83	1.31	0.724	0.715	0.868	0.988	0.802
CESM2_CCAM	[-]	20.2	20.3	21.5	-1.16	1.61	0.565	0.737	0.770	0.961	0.997	0.847
CMCC-ESM2_BARPA	[-]	20.4	20.5	21.5	-0.923	1.48	1.25	0.780	0.752	0.877	0.995	0.831
CMCC-ESM2_CCAM	[-]	20.4	20.5	21.5	-0.957	1.46	0.964	0.768	0.780	0.912	0.968	0.842
CMCC-ESM2_CMIP6	[-]	23.9	23.9	21.5	2.37	2.61	0.782	0.537	0.758	0.922	0.999	0.795
CNRM-ESM2-1_CCAM	[-]	17.6	17.7	21.5	-3.76	3.83	1.18	0.374	0.826	0.883	0.995	0.781
CNRM-ESM2-1_CMIP6	[-]	20.8	20.8	21.6	-0.784	1.21	0.496	0.796	0.826	0.967	0.869	0.857
EC-Earth3_BARPA	[-]	19.5	19.6	21.5	-1.84	2.47	1.24	0.623	0.651	0.878	0.987	0.758
EC-Earth3_CCAM	[-]	19.6	19.7	21.5	-1.76	1.90	0.850	0.630	0.840	0.929	0.976	0.843
EC-Earth3_CMIP6	[-]	20.4	20.4	21.6	-1.15	1.41	0.367	0.733	0.846	0.976	0.991	0.878
ERA5_BARPA	[-]	19.9	20.0	21.5	-1.44	1.76	1.24	0.692	0.777	0.879	0.989	0.823
ERA5_CCAM	[-]	19.9	20.0	21.5	-1.46	1.62	0.689	0.681	0.859	0.946	0.977	0.864
MPI-ESM1-2-HR_BARPA	[-]	19.5	19.6	21.5	-1.84	2.42	1.37	0.624	0.666	0.856	0.976	0.758
MPI-ESM1-2-HR_CMIP6	[-]	23.8	23.8	21.5	2.32	2.52	0.511	0.556	0.790	0.963	0.935	0.807
NorESM2-MM_BARPA	[-]	20.4	20.5	21.5	-0.963	1.37	1.24	0.783	0.795	0.878	0.987	0.848
NorESM2-MM_CCAM	[-]	19.1	19.1	21.5	-2.31	2.47	0.991	0.546	0.810	0.912	0.984	0.812
NorESM2-MM_CMIP6	[-]	23.7	23.7	21.5	2.17	2.28	0.401	0.565	0.836	0.971	0.929	0.828

	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	[-]	10.1
ACCESS-CM2_BARPA	[-]	10.7	10.7	10.1	0.578	0.942	0.168	0.861	0.865	0.989	0.978	0.912
ACCESS-CM2_CCAM	[-]	9.92	9.94	10.1	-0.205	0.735	0.293	0.923	0.862	0.981	0.998	0.925
ACCESS-CM2_CMIP6	[-]	11.4	11.4	10.0	1.32	1.58	0.197	0.736	0.830	0.987	0.989	0.874
ACCESS-ESM1-5_BARPA	[-]	11.2	11.2	10.1	1.05	1.19	0.177	0.783	0.902	0.989	0.971	0.909
ACCESS-ESM1-5_CCAM	[-]	10.6	10.7	10.1	0.520	1.08	0.154	0.852	0.848	0.990	0.998	0.907
ACCESS-ESM1-5_CMIP6	[-]	11.8	11.8	10.1	1.67	1.91	0.217	0.683	0.827	0.986	0.831	0.831
CESM2_BARPA	[-]	9.54	9.58	10.1	-0.568	0.967	0.463	0.853	0.858	0.970	0.968	0.901
CESM2_CCAM	[-]	9.00	9.02	10.1	-1.12	1.36	0.425	0.761	0.855	0.973	0.998	0.888
CMCC-ESM2_BARPA	[-]	10.0	10.0	10.1	-0.102	0.915	0.460	0.910	0.840	0.970	0.963	0.905
CMCC-ESM2_CCAM	[-]	10.1	10.1	10.1	-0.0674	0.987	0.564	0.856	0.860	0.964	0.998	0.908
CMCC-ESM2_CMIP6	[-]	11.9	11.9	10.2	1.67	1.89	0.386	0.679	0.856	0.975	0.863	0.846
CNRM-ESM2-1_CCAM	[-]	9.63	9.66	10.1	-0.487	1.13	0.517	0.821	0.859	0.967	0.997	0.900
CNRM-ESM2-1_CMIP6	[-]	11.5	11.5	10.2	1.27	1.57	0.459	0.739	0.820	0.971	0.999	0.869
EC-Earth3_BARPA	[-]	11.1	11.2	10.1	1.01	1.18	0.166	0.787	0.894	0.989	0.962	0.906
EC-Earth3_CCAM	[-]	11.8	11.8	10.1	1.67	1.85	0.145	0.686	0.842	0.991	0.995	0.871
EC-Earth3_CMIP6	[-]	12.3	12.3	10.1	2.27	2.43	0.0862	0.585	0.820	0.994	0.995	0.843
ERA5_BARPA	[-]	10.3	10.3	10.2	0.159	0.866	0.165	0.913	0.853	0.989	0.975	0.917
ERA5_CCAM	[-]	10.2	10.3	10.2	0.0933	0.785	0.343	0.866	0.919	0.978	0.998	0.936
MPI-ESM1-2-HR_BARPA	[-]	9.79	9.82	10.1	-0.326	0.895	0.311	0.895	0.850	0.980	0.968	0.909
MPI-ESM1-2-HR_CMIP6	[-]	12.5	12.5	10.2	2.33	2.51	0.479	0.583	0.811	0.969	0.987	0.832
NorESM2-MM_BARPA	[-]	9.86	9.90	10.1	-0.251	0.918	0.268	0.907	0.841	0.983	0.973	0.909
NorESM2-MM_CCAM	[-]	8.90	8.92	10.1	-1.22	1.47	0.209	0.726	0.906	0.987	0.997	0.904
NorESM2-MM_CMIP6	[-]	11.8	11.8	10.2	1.64	1.82	0.470	0.685	0.840	0.970	0.976	0.862

	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	[-]	17.7
ACCESS-CM2_BARPA	[-]	17.0	17.0	17.7	-0.761	1.20	0.368	0.872	0.866	0.973	0.997	0.915
ACCESS-CM2_CCAM	[-]	16.2	16.2	17.7	-1.56	1.72	0.166	0.768	0.895	0.989	0.990	0.907
ACCESS-CM2_CMIP6	[-]	19.0	19.0	17.8	1.19	1.42	0.110	0.815	0.885	0.993	1.00	0.915
ACCESS-ESM1-5_BARPA	[-]	17.6	17.7	17.7	-0.0801	0.873	0.317	0.916	0.891	0.978	0.996	0.934
ACCESS-ESM1-5_CCAM	[-]	17.0	17.0	17.7	-0.715	1.17	0.195	0.855	0.906	0.987	0.999	0.931
ACCESS-ESM1-5_CMIP6	[-]	18.6	18.6	17.8	0.816	1.19	0.154	0.864	0.881	0.990	0.999	0.923
CESM2_BARPA	[-]	16.3	16.4	17.7	-1.37	1.56	0.111	0.794	0.889	0.993	0.995	0.912
CESM2_CCAM	[-]	15.9	15.9	17.7	-1.87	2.00	0.0419	0.731	0.895	0.997	0.999	0.904
CMCC-ESM2_BARPA	[-]	17.0	17.0	17.7	-0.740	1.01	0.0616	0.872	0.910	0.996	0.995	0.937
CMCC-ESM2_CCAM	[-]	16.7	16.7	17.7	-1.03	1.37	0.110	0.833	0.879	0.993	0.999	0.916
CMCC-ESM2_CMIP6	[-]	19.7	19.7	17.8	1.98	2.17	0.223	0.721	0.882	0.985	0.995	0.893
CNRM-ESM2-1_CCAM	[-]	14.5	14.5	17.7	-3.25	3.36	0.516	0.574	0.869	0.967	0.956	0.847
CNRM-ESM2-1_CMIP6	[-]	18.4	18.4	17.8	0.567	1.13	0.545	0.857	0.911	0.964	0.999	0.928
EC-Earth3_BARPA	[-]	17.0	17.0	17.7	-0.769	1.03	0.0566	0.870	0.904	0.996	0.993	0.933
EC-Earth3_CCAM	[-]	17.0	17.0	17.7	-0.725	1.12	0.114	0.856	0.907	0.992	0.951	0.923
EC-Earth3_CMIP6	[-]	17.9	17.9	17.7	0.181	1.17	0.227	0.850	0.905	0.985	0.948	0.919
ERA5_BARPA	[-]	16.6	16.6	17.8	-1.11	1.25	0.0871	0.827	0.919	0.994	0.997	0.931
ERA5_CCAM	[-]	16.2	16.2	17.8	-1.56	1.72	0.0452	0.764	0.901	0.997	0.998	0.912
MPI-ESM1-2-HR_BARPA	[-]	16.4	16.4	17.7	-1.31	1.49	0.104	0.799	0.894	0.992	1.00	0.916
MPI-ESM1-2-HR_CMIP6	[-]	20.7	20.7	17.7	2.93	3.11	0.382	0.605	0.842	0.973	0.999	0.852
NorESM2-MM_BARPA	[-]	16.5	16.5	17.7	-1.26	1.50	0.119	0.808	0.878	0.992	0.999	0.911
NorESM2-MM_CCAM	[-]	14.9	14.9	17.7	-2.86	3.00	0.102	0.614	0.862	0.993	0.999	0.866
NorESM2-MM_CMIP6	[-]	19.5	19.5	17.8	1.73	1.87	0.0855	0.743	0.904	0.994	0.999	0.909

	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	[-]	14.5
ACCESS-CM2_BARPA	[-]	13.8	13.8	14.5	-0.676	1.15	0.548	0.872	0.860	0.965	0.966	0.905
ACCESS-CM2_CCAM	[-]	12.8	12.8	14.5	-1.72	1.83	0.492	0.725	0.896	0.968	0.943	0.886
ACCESS-CM2_CMIP6	[-]	15.6	15.6	14.5	1.08	1.46	0.247	0.810	0.843	0.984	0.991	0.894
ACCESS-ESM1-5_BARPA	[-]	14.4	14.4	14.5	-0.149	0.750	0.320	0.910	0.906	0.979	0.983	0.937
ACCESS-ESM1-5_CCAM	[-]	12.8	12.8	14.5	-1.68	1.78	0.162	0.728	0.909	0.990	0.975	0.902
ACCESS-ESM1-5_CMIP6	[-]	15.2	15.2	14.6	0.685	1.22	0.152	0.869	0.839	0.990	0.998	0.907
CESM2_BARPA	[-]	12.6	12.6	14.5	-1.89	2.03	0.117	0.698	0.871	0.992	0.992	0.885
CESM2_CCAM	[-]	12.0	12.0	14.5	-2.51	2.55	0.0784	0.617	0.929	0.995	0.980	0.890
CMCC-ESM2_BARPA	[-]	13.4	13.4	14.5	-1.16	1.46	0.355	0.804	0.854	0.977	0.996	0.897
CMCC-ESM2_CCAM	[-]	12.8	12.8	14.5	-1.74	1.81	0.265	0.719	0.919	0.983	0.985	0.905
CMCC-ESM2_CMIP6	[-]	16.2	16.2	14.5	1.67	1.79	0.195	0.722	0.900	0.987	0.997	0.901
CNRM-ESM2-1_CCAM	[-]	11.8	11.8	14.5	-2.70	2.77	0.663	0.610	0.896	0.957	0.792	0.830
CNRM-ESM2-1_CMIP6	[-]	15.5	15.5	14.7	0.782	1.55	0.559	0.792	0.854	0.964	0.970	0.887
EC-Earth3_BARPA	[-]	14.3	14.4	14.5	-0.162	0.786	0.154	0.905	0.905	0.990	0.972	0.936
EC-Earth3_CCAM	[-]	14.3	14.4	14.5	-0.159	0.868	0.142	0.887	0.908	0.991	0.888	0.916
EC-Earth3_CMIP6	[-]	15.4	15.4	14.5	0.901	1.28	0.102	0.816	0.882	0.993	0.928	0.900
ERA5_BARPA	[-]	13.5	13.5	14.5	-1.06	1.37	0.279	0.824	0.866	0.982	0.951	0.898
ERA5_CCAM	[-]	12.7	12.7	14.5	-1.83	1.88	0.0861	0.709	0.930	0.994	0.939	0.900
MPI-ESM1-2-HR_BARPA	[-]	13.1	13.1	14.5	-1.45	1.62	0.153	0.762	0.882	0.990	0.983	0.900
MPI-ESM1-2-HR_CMIP6	[-]	16.3	16.3	14.5	1.83	2.07	0.153	0.708	0.852	0.990	0.999	0.880
NorESM2-MM_BARPA	[-]	13.1	13.1	14.5	-1.45	1.72	0.138	0.763	0.853	0.991	0.980	0.888
NorESM2-MM_CCAM	[-]	11.1	11.1	14.5	-3.43	3.51	0.163	0.517	0.874	0.990	0.983	0.847
NorESM2-MM_CMIP6	[-]	15.3	15.3	14.5	0.777	1.18	0.219	0.852	0.874	0.986	0.992	0.916

	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	[-]	7.53
ACCESS-CM2_BARPA	[-]	7.16	7.39	7.53	-0.137	0.657	0.114	0.848	0.866	0.993	0.991	0.913
ACCESS-CM2_CCAM	[-]	6.15	6.30	7.53	-1.23	1.38	0.114	0.630	0.849	0.993	0.997	0.864
ACCESS-CM2_CMIP6	[-]	9.25	9.25	7.61	1.64	1.73	0.00	0.521	0.806	1.00	0.858	0.798
ACCESS-ESM1-5_BARPA	[-]	7.77	8.00	7.53	0.474	0.760	0.0952	0.811	0.865	0.994	0.992	0.905
ACCESS-ESM1-5_CCAM	[-]	6.51	6.65	7.53	-0.877	1.06	0.114	0.715	0.855	0.993	0.996	0.883
ACCESS-ESM1-5_CMIP6	[-]	12.8	12.8	10.6	2.17	2.21	0.00	0.398	0.832	1.00	1.00	0.812
CESM2_BARPA	[-]	5.85	6.06	7.53	-1.47	1.52	0.655	0.593	0.886	0.958	0.984	0.861
CESM2_CCAM	[-]	4.87	5.02	7.53	-2.51	2.55	0.558	0.405	0.867	0.964	0.992	0.819
CMCC-ESM2_BARPA	[-]	6.58	6.81	7.53	-0.718	0.875	0.519	0.760	0.889	0.967	0.996	0.900
CMCC-ESM2_CCAM	[-]	5.94	6.10	7.53	-1.43	1.55	0.326	0.586	0.862	0.979	0.992	0.856
CMCC-ESM2_CMIP6	[-]	10.2	10.2	8.45	1.75	1.93	0.00	0.542	0.754	1.00	0.835	0.777
CNRM-ESM2-1_CCAM	[-]	5.49	5.65	7.53	-1.88	1.96	0.114	0.506	0.855	0.993	0.997	0.841
CNRM-ESM2-1_CMIP6	[-]	10.1	10.1	9.09	1.05	1.29	0.00	0.671	0.764	1.00	0.255	0.691
EC-Earth3_BARPA	[-]	8.09	8.32	7.53	0.791	0.951	0.0572	0.740	0.880	0.996	0.992	0.897
EC-Earth3_CCAM	[-]	7.83	7.99	7.53	0.461	0.816	0.114	0.827	0.828	0.993	0.999	0.895
EC-Earth3_CMIP6	[-]	8.46	8.46	7.70	0.757	1.07	0.00	0.757	0.786	1.00	0.970	0.860
ERA5_BARPA	[-]	6.71	6.93	7.54	-0.609	0.780	0.0761	0.790	0.899	0.995	0.984	0.913
ERA5_CCAM	[-]	6.05	6.20	7.54	-1.34	1.44	0.0573	0.611	0.871	0.996	0.995	0.869
MPI-ESM1-2-HR_BARPA	[-]	6.27	6.49	7.53	-1.04	1.18	0.0955	0.685	0.853	0.994	0.990	0.875
MPI-ESM1-2-HR_CMIP6	[-]	7.71	7.71	7.51	0.201	0.571	0.00	0.931	0.825	1.00	0.999	0.916
NorESM2-MM_BARPA	[-]	6.38	6.61	7.53	-0.920	1.05	0.114	0.715	0.878	0.993	0.994	0.891
NorESM2-MM_CCAM	[-]	4.69	4.83	7.53	-2.70	2.76	0.114	0.379	0.823	0.993	0.984	0.800
NorESM2-MM_CMIP6	[-]	9.31	9.31	8.45	0.856	1.07	0.00	0.749	0.811	1.00	0.808	0.836

	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	[-]	7.23
ACCESS-CM2_BARPA	[-]	7.17	7.36	7.23	0.131	0.517	0.00	0.865	0.866	1.00	0.997	0.919
ACCESS-CM2_CCAM	[-]	6.14	6.38	7.23	-0.849	0.942	0.00	0.699	0.860	1.00	0.999	0.884
ACCESS-CM2_CMIP6	[-]	10.5	10.5	8.52	1.99	2.07	0.00	0.384	0.764	1.00	1.00	0.782
ACCESS-ESM1-5_BARPA	[-]	7.71	7.90	7.23	0.667	0.809	0.00	0.747	0.857	1.00	0.996	0.891
ACCESS-ESM1-5_CCAM	[-]	6.56	6.79	7.23	-0.442	0.641	0.00	0.820	0.852	1.00	0.997	0.904
ACCESS-ESM1-5_CMIP6	[-]	10.5	10.5	7.44	3.10	3.14	0.00	0.294	0.810	1.00	0.137	0.610
CESM2_BARPA	[-]	5.73	5.91	7.23	-1.32	1.35	0.559	0.572	0.895	0.964	0.995	0.864
CESM2_CCAM	[-]	4.79	5.01	7.23	-2.22	2.24	0.734	0.386	0.882	0.953	0.994	0.820
CMCC-ESM2_BARPA	[-]	6.50	6.70	7.23	-0.535	0.692	0.449	0.780	0.873	0.971	0.998	0.899
CMCC-ESM2_CCAM	[-]	5.77	6.03	7.23	-1.20	1.28	0.388	0.601	0.849	0.975	0.999	0.855
CMCC-ESM2_CMIP6	[-]	9.36	9.36	7.39	1.97	2.10	0.00	0.435	0.739	1.00	0.975	0.778
CNRM-ESM2-1_CCAM	[-]	5.60	5.86	7.23	-1.38	1.44	0.00	0.557	0.852	1.00	0.998	0.852
CNRM-ESM2-1_CMIP6	[-]	9.75	9.75	8.35	1.39	1.49	0.00	0.551	0.795	1.00	0.877	0.804
EC-Earth3_BARPA	[-]	8.26	8.47	7.23	1.24	1.30	0.00	0.594	0.870	1.00	0.998	0.866
EC-Earth3_CCAM	[-]	7.92	8.18	7.23	0.946	1.06	0.00	0.672	0.824	1.00	0.999	0.864
EC-Earth3_CMIP6	[-]	8.31	8.31	7.51	0.799	1.03	0.00	0.726	0.790	1.00	0.974	0.856
ERA5_BARPA	[-]	6.73	6.93	7.24	-0.314	0.492	0.00	0.839	0.919	1.00	0.997	0.935
ERA5_CCAM	[-]	6.09	6.33	7.24	-0.906	0.995	0.00	0.682	0.864	1.00	0.998	0.881
MPI-ESM1-2-HR_BARPA	[-]	6.16	6.34	7.23	-0.888	0.991	0.00	0.689	0.852	1.00	0.999	0.878
MPI-ESM1-2-HR_CMIP6	[-]	7.72	7.72	7.71	0.00427	1.15	0.983	0.671	0.818	0.937	0.960	0.841
NorESM2-MM_BARPA	[-]	6.32	6.51	7.23	-0.719	0.824	0.00	0.732	0.875	1.00	0.997	0.895
NorESM2-MM_CCAM	[-]	4.73	4.96	7.23	-2.27	2.33	0.00	0.378	0.810	1.00	0.991	0.798
NorESM2-MM_CMIP6	[-]	8.44	8.44	7.39	1.05	1.26	0.00	0.658	0.785	1.00	0.998	0.845

	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	[-]	8.41
ACCESS-CM2_BARPA	[-]	9.48	9.23	8.41	0.819	1.12	0.222	0.761	0.881	0.986	0.980	0.898
ACCESS-CM2_CCAM	[-]	8.20	8.03	8.41	-0.378	0.849	0.337	0.836	0.862	0.978	0.975	0.902
ACCESS-CM2_CMIP6	[-]	11.5	11.5	10.7	0.867	1.15	0.326	0.764	0.813	0.979	0.990	0.872
ACCESS-ESM1-5_BARPA	[-]	10.1	9.85	8.41	1.43	1.63	0.259	0.663	0.853	0.983	0.977	0.866
ACCESS-ESM1-5_CCAM	[-]	8.72	8.55	8.41	0.138	0.781	0.278	0.849	0.864	0.982	0.969	0.906
ACCESS-ESM1-5_CMIP6	[-]	13.2	13.2	10.1	3.08	3.13	0.333	0.409	0.854	0.979	0.988	0.817
CESM2_BARPA	[-]	8.40	8.15	8.41	-0.263	0.917	0.249	0.813	0.873	0.984	0.979	0.904
CESM2_CCAM	[-]	7.33	7.17	8.41	-1.25	1.38	0.497	0.703	0.855	0.968	0.964	0.869
CMCC-ESM2_BARPA	[-]	9.17	8.90	8.41	0.492	0.937	0.335	0.798	0.896	0.978	0.990	0.912
CMCC-ESM2_CCAM	[-]	8.24	8.05	8.41	-0.361	0.787	0.307	0.855	0.860	0.980	0.987	0.909
CMCC-ESM2_CMIP6	[-]	12.0	12.0	9.51	2.46	2.52	0.165	0.483	0.855	0.989	0.999	0.836
CNRM-ESM2-1_CCAM	[-]	7.61	7.44	8.41	-0.976	1.13	0.307	0.762	0.881	0.980	0.985	0.898
CNRM-ESM2-1_CMIP6	[-]	10.7	10.7	8.63	2.09	2.16	0.330	0.526	0.850	0.979	0.936	0.828
EC-Earth3_BARPA	[-]	10.4	10.1	8.41	1.73	1.80	0.232	0.621	0.895	0.985	0.990	0.877
EC-Earth3_CCAM	[-]	9.75	9.57	8.41	1.16	1.29	0.327	0.718	0.867	0.979	0.991	0.885
EC-Earth3_CMIP6	[-]	10.2	10.2	8.77	1.45	1.81	0.251	0.665	0.770	0.984	0.971	0.832
ERA5_BARPA	[-]	9.08	8.84	8.43	0.408	0.834	0.144	0.802	0.941	0.991	0.978	0.930
ERA5_CCAM	[-]	8.19	8.02	8.43	-0.410	0.712	0.238	0.843	0.923	0.985	0.977	0.930
MPI-ESM1-2-HR_BARPA	[-]	8.93	8.65	8.41	0.243	0.923	0.240	0.802	0.879	0.985	0.992	0.907
MPI-ESM1-2-HR_CMIP6	[-]	10.0	10.0	8.39	1.61	1.92	0.333	0.662	0.799	0.979	0.740	0.796
NorESM2-MM_BARPA	[-]	8.78	8.52	8.41	0.106	0.806	0.307	0.814	0.914	0.980	0.987	0.922
NorESM2-MM_CCAM	[-]	6.82	6.66	8.41	-1.75	1.79	0.307	0.610	0.905	0.980	0.948	0.870
NorESM2-MM_CMIP6	[-]	10.8	10.8	9.51	1.33	1.38	0.165	0.689	0.896	0.989	0.997	0.894

	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	[-]	9.22
ACCESS-CM2_BARPA	[-]	9.74	9.77	9.22	0.551	0.871	0.00	0.766	0.871	1.00	0.902	0.882
ACCESS-CM2_CCAM	[-]	8.69	8.68	9.22	-0.533	0.952	0.00	0.810	0.790	1.00	0.886	0.855
ACCESS-CM2_CMIP6	[-]	12.3	12.3	10.4	1.89	2.00	0.00	0.472	0.792	1.00	0.996	0.811
ACCESS-ESM1-5_BARPA	[-]	10.1	10.2	9.22	0.935	1.09	0.00	0.700	0.909	1.00	0.887	0.881
ACCESS-ESM1-5_CCAM	[-]	9.25	9.24	9.22	0.0244	0.867	0.00	0.819	0.807	1.00	0.887	0.864
ACCESS-ESM1-5_CMIP6	[-]	10.9	10.9	8.66	2.20	2.26	0.00	0.487	0.853	1.00	0.283	0.695
CESM2_BARPA	[-]	8.45	8.47	9.22	-0.746	0.908	0.848	0.760	0.876	0.946	0.860	0.863
CESM2_CCAM	[-]	7.39	7.39	9.22	-1.83	1.94	0.578	0.520	0.810	0.963	0.907	0.802
CMCC-ESM2_BARPA	[-]	8.98	9.00	9.22	-0.214	0.707	0.804	0.846	0.865	0.948	0.900	0.885
CMCC-ESM2_CCAM	[-]	8.59	8.58	9.22	-0.633	1.07	0.431	0.756	0.808	0.972	0.941	0.857
CMCC-ESM2_CMIP6	[-]	10.9	10.9	9.78	1.07	1.13	0.198	0.677	0.887	0.987	0.998	0.887
CNRM-ESM2-1_CCAM	[-]	8.66	8.66	9.22	-0.556	0.986	0.00	0.768	0.820	1.00	0.958	0.873
CNRM-ESM2-1_CMIP6	[-]	13.1	13.1	10.9	2.17	2.20	0.00	0.397	0.861	1.00	1.00	0.824
EC-Earth3_BARPA	[-]	10.6	10.6	9.22	1.37	1.43	0.00	0.621	0.914	1.00	0.925	0.875
EC-Earth3_CCAM	[-]	10.7	10.7	9.22	1.44	1.63	0.00	0.604	0.791	1.00	0.946	0.826
EC-Earth3_CMIP6	[-]	11.1	11.1	9.56	1.58	1.77	0.00	0.561	0.752	1.00	0.929	0.799
ERA5_BARPA	[-]	9.43	9.46	9.23	0.228	0.657	0.00	0.812	0.919	1.00	0.890	0.908
ERA5_CCAM	[-]	9.08	9.07	9.23	-0.160	0.690	0.00	0.807	0.912	1.00	0.941	0.914
MPI-ESM1-2-HR_BARPA	[-]	8.93	8.95	9.22	-0.268	0.653	0.00	0.849	0.881	1.00	0.893	0.901
MPI-ESM1-2-HR_CMIP6	[-]	10.2	10.2	9.40	0.837	1.06	0.393	0.745	0.834	0.975	0.998	0.877
NorESM2-MM_BARPA	[-]	8.85	8.88	9.22	-0.336	0.658	0.00	0.842	0.893	1.00	0.895	0.905
NorESM2-MM_CCAM	[-]	7.55	7.54	9.22	-1.68	1.73	0.00	0.559	0.891	1.00	0.907	0.850
NorESM2-MM_CMIP6	[-]	10.7	10.7	9.78	0.893	1.06	0.00	0.730	0.816	1.00	0.790	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	[-]	11.9
ACCESS-CM2_BARPA	[-]	11.5	11.6	11.9	-0.302	0.871	0.134	0.891	0.828	0.991	0.999	0.908
ACCESS-CM2_CCAM	[-]	11.1	11.2	11.9	-0.723	1.07	0.148	0.811	0.826	0.991	0.917	0.874
ACCESS-CM2_CMIP6	[-]	14.1	14.1	13.3	0.828	1.14	0.00	0.764	0.789	1.00	0.996	0.868
ACCESS-ESM1-5_BARPA	[-]	11.8	11.9	11.9	-0.00226	0.778	0.148	0.895	0.847	0.991	0.999	0.916
ACCESS-ESM1-5_CCAM	[-]	11.5	11.6	11.9	-0.296	0.944	0.148	0.830	0.853	0.991	0.962	0.898
ACCESS-ESM1-5_CMIP6	[-]	12.3	12.3	11.3	0.974	1.30	0.328	0.791	0.838	0.979	0.666	0.822
CESM2_BARPA	[-]	10.1	10.2	11.9	-1.72	1.97	0.776	0.626	0.780	0.950	0.998	0.827
CESM2_CCAM	[-]	9.81	9.94	11.9	-2.00	2.03	0.267	0.576	0.911	0.983	0.938	0.864
CMCC-ESM2_BARPA	[-]	10.5	10.7	11.9	-1.25	1.63	0.710	0.714	0.769	0.954	0.997	0.841
CMCC-ESM2_CCAM	[-]	11.3	11.4	11.9	-0.564	1.07	0.279	0.779	0.875	0.982	0.982	0.899
CMCC-ESM2_CMIP6	[-]	13.9	13.9	11.9	2.00	2.08	0.142	0.604	0.871	0.991	0.643	0.796
CNRM-ESM2-1_CCAM	[-]	11.4	11.5	11.9	-0.432	1.07	0.148	0.799	0.845	0.991	0.998	0.896
CNRM-ESM2-1_CMIP6	[-]	13.5	13.5	12.3	1.26	1.51	0.00	0.714	0.809	1.00	0.987	0.864
EC-Earth3_BARPA	[-]	11.9	12.1	11.9	0.118	0.907	0.147	0.869	0.831	0.991	0.989	0.902
EC-Earth3_CCAM	[-]	13.3	13.4	11.9	1.47	1.62	0.141	0.688	0.852	0.991	0.993	0.875
EC-Earth3_CMIP6	[-]	14.1	14.1	12.3	1.80	1.94	0.199	0.598	0.839	0.987	0.999	0.852
ERA5_BARPA	[-]	11.2	11.3	11.9	-0.628	1.02	0.108	0.841	0.829	0.993	0.999	0.898
ERA5_CCAM	[-]	11.6	11.7	11.9	-0.215	0.834	0.134	0.816	0.928	0.991	0.998	0.932
MPI-ESM1-2-HR_BARPA	[-]	10.8	11.0	11.9	-0.959	1.24	0.750	0.773	0.827	0.952	0.998	0.876
MPI-ESM1-2-HR_CMIP6	[-]	13.5	13.5	12.0	1.44	1.57	0.873	0.683	0.874	0.944	0.918	0.858
NorESM2-MM_BARPA	[-]	10.6	10.8	11.9	-1.15	1.43	0.206	0.733	0.815	0.987	0.998	0.869
NorESM2-MM_CCAM	[-]	9.82	9.93	11.9	-2.00	2.10	0.121	0.584	0.871	0.992	0.967	0.857
NorESM2-MM_CMIP6	[-]	13.2	13.2	11.9	1.21	1.43	0.142	0.742	0.833	0.991	0.734	0.826

	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	[-]	12.3
ACCESS-CM2_BARPA	[-]	11.9	12.0	12.3	-0.356	0.644	0.124	0.896	0.891	0.992	0.994	0.933
ACCESS-CM2_CCAM	[-]	11.0	11.0	12.3	-1.30	1.48	0.124	0.717	0.831	0.992	0.998	0.874
ACCESS-CM2_CMIP6	[-]	13.5	13.5	12.6	0.917	1.49	0.00	0.797	0.775	1.00	0.908	0.851
ACCESS-ESM1-5_BARPA	[-]	12.3	12.4	12.3	0.0488	0.484	0.102	0.925	0.910	0.993	0.996	0.947
ACCESS-ESM1-5_CCAM	[-]	11.1	11.2	12.3	-1.16	1.45	0.0775	0.745	0.814	0.995	0.998	0.873
ACCESS-ESM1-5_CMIP6	[-]	14.1	14.1	12.6	1.47	1.93	0.229	0.689	0.795	0.985	0.969	0.847
CESM2_BARPA	[-]	10.6	10.7	12.3	-1.62	1.75	0.0889	0.656	0.846	0.994	1.00	0.868
CESM2_CCAM	[-]	9.99	10.1	12.3	-2.26	2.29	0.0736	0.553	0.906	0.995	0.999	0.872
CMCC-ESM2_BARPA	[-]	11.1	11.2	12.3	-1.12	1.25	0.124	0.748	0.868	0.992	1.00	0.895
CMCC-ESM2_CCAM	[-]	10.9	11.0	12.3	-1.37	1.54	0.0757	0.699	0.863	0.995	0.992	0.882
CMCC-ESM2_CMIP6	[-]	14.1	14.1	12.3	1.76	1.86	0.150	0.638	0.865	0.990	0.926	0.857
CNRM-ESM2-1_CCAM	[-]	10.2	10.3	12.3	-2.05	2.15	0.124	0.593	0.852	0.992	0.982	0.854
CNRM-ESM2-1_CMIP6	[-]	13.0	13.0	12.6	0.461	1.36	0.199	0.843	0.748	0.987	0.975	0.861
EC-Earth3_BARPA	[-]	12.9	13.0	12.3	0.642	0.844	0.117	0.833	0.894	0.992	0.994	0.922
EC-Earth3_CCAM	[-]	13.0	13.1	12.3	0.771	1.01	0.0331	0.813	0.864	0.998	0.999	0.908
EC-Earth3_CMIP6	[-]	13.6	13.6	12.4	1.22	1.56	0.103	0.721	0.796	0.993	1.00	0.861
ERA5_BARPA	[-]	11.4	11.5	12.3	-0.816	1.05	0.122	0.815	0.860	0.992	0.984	0.902
ERA5_CCAM	[-]	10.9	11.0	12.3	-1.33	1.40	0.215	0.708	0.935	0.986	0.999	0.913
MPI-ESM1-2-HR_BARPA	[-]	10.7	10.8	12.3	-1.51	1.64	0.255	0.675	0.850	0.984	0.996	0.871
MPI-ESM1-2-HR_CMIP6	[-]	13.2	13.2	12.3	0.901	1.25	0.252	0.795	0.829	0.984	0.961	0.879
NorESM2-MM_BARPA	[-]	11.0	11.1	12.3	-1.20	1.35	0.0869	0.738	0.856	0.994	0.997	0.888
NorESM2-MM_CCAM	[-]	9.14	9.20	12.3	-3.13	3.15	0.450	0.443	0.916	0.971	0.998	0.849
NorESM2-MM_CMIP6	[-]	13.5	13.5	12.3	1.22	1.62	0.454	0.721	0.780	0.971	0.971	0.845

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.4
ACCESS-CM2_BARPA	[-]	20.8	20.9	21.4	-0.465	1.20	1.31	0.802	0.652	0.853	0.999	0.792
ACCESS-CM2_CCAM	[-]	20.2	20.3	21.4	-1.12	1.35	1.25	0.629	0.769	0.863	0.996	0.805
ACCESS-CM2_CMIP6	[-]	23.8	23.8	22.0	1.81	2.01	1.22	0.454	0.678	0.874	0.998	0.736
ACCESS-ESM1-5_BARPA	[-]	21.5	21.7	21.4	0.246	1.16	1.33	0.831	0.648	0.851	1.00	0.795
ACCESS-ESM1-5_CCAM	[-]	21.6	21.7	21.4	0.279	0.954	1.29	0.827	0.727	0.852	0.990	0.824
ACCESS-ESM1-5_CMIP6	[-]	25.2	25.2	23.0	2.14	2.33	1.02	0.339	0.626	0.932	0.948	0.694
CESM2_BARPA	[-]	20.6	20.8	21.4	-0.645	1.10	1.31	0.749	0.721	0.853	0.998	0.809
CESM2_CCAM	[-]	20.6	20.7	21.4	-0.672	1.04	0.667	0.736	0.770	0.946	1.00	0.844
CMCC-ESM2_BARPA	[-]	20.4	20.6	21.4	-0.811	1.13	1.12	0.719	0.746	0.893	0.999	0.820
CMCC-ESM2_CCAM	[-]	20.2	20.3	21.4	-1.09	1.26	1.33	0.628	0.833	0.846	0.988	0.826
CMCC-ESM2_CMIP6	[-]	24.1	24.1	22.0	2.12	2.21	0.783	0.413	0.774	0.936	0.890	0.758
CNRM-ESM2-1_CCAM	[-]	17.6	17.7	21.4	-3.68	3.73	0.676	0.230	0.791	0.949	0.995	0.751
CNRM-ESM2-1_CMIP6	[-]	21.9	21.9	23.0	-1.11	1.33	0.682	0.606	0.718	0.955	0.733	0.746
EC-Earth3_BARPA	[-]	19.6	19.8	21.4	-1.65	2.13	0.790	0.513	0.580	0.941	1.00	0.723
EC-Earth3_CCAM	[-]	19.7	19.8	21.4	-1.62	1.78	0.721	0.515	0.774	0.937	0.982	0.796
EC-Earth3_CMIP6	[-]	20.4	20.4	21.5	-1.09	1.19	0.178	0.638	0.840	0.988	0.998	0.861
ERA5_BARPA	[-]	20.4	20.6	21.4	-0.815	0.969	1.26	0.717	0.838	0.863	1.00	0.851
ERA5_CCAM	[-]	20.1	20.2	21.4	-1.21	1.34	0.747	0.606	0.834	0.926	0.988	0.838
MPI-ESM1-2-HR_BARPA	[-]	19.8	20.0	21.4	-1.44	1.87	1.29	0.569	0.622	0.858	0.994	0.733
MPI-ESM1-2-HR_CMIP6	[-]	22.9	22.9	22.2	0.671	1.28	0.549	0.667	0.695	0.963	0.970	0.798
NorESM2-MM_BARPA	[-]	20.8	21.0	21.4	-0.365	0.768	0.908	0.821	0.798	0.918	0.997	0.867
NorESM2-MM_CCAM	[-]	19.5	19.6	21.4	-1.84	1.93	0.855	0.469	0.796	0.921	0.995	0.795
NorESM2-MM_CMIP6	[-]	23.8	23.8	22.0	1.88	2.00	0.684	0.444	0.756	0.954	0.874	0.757

Temporally integrated period mean

BENCHMARK MEAN Data not available

MODEL MEAN Data not available

BIAS

BIAS SCORE Data not available

RMSE

RMSE SCORE Data not available

BENCHMARK MAX MONTH Data not available

MODEL MAX MONTH Data not available

DIFFERENCE IN MAX MONTH Data not available

SEASONAL CYCLE SCORE Data not available

SPATIAL TAYLOR DIAGRAM Data not available

MODEL COLORS Data not available

Spatially integrated regional mean

MODEL COLORS Data not available

REGIONAL MEAN Data not available

ANNUAL CYCLE Data not available

MONTHLY ANOMALY Data not available

ANNUAL CYCLE Data not available

Data Information

Mean State
All Models
Data Information

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

History:: Thu Sep 19 18:28:58 2024: ncatted -a missing_value,TN,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TN/v20240411/TN_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 15:18:21 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/TN/v20240411/TN_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/TN/v20240411/TN_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231_compressed.nc Tue May 14 23:03:16 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 TN /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TN/v20240411/TN_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:: TN

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