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	[-]	14.0
ACCESS-CM2_BARPA	[-]	13.2	13.2	14.0	-0.814	1.84	1.15	0.596	0.540	0.884	0.963	0.705
ACCESS-CM2_CCAM	[-]	14.0	14.0	14.0	-0.0596	1.73	1.44	0.691	0.504	0.833	0.996	0.706
ACCESS-CM2_CMIP6	[-]	10.1	10.1	13.9	-3.79	3.94	1.21	0.171	0.643	0.874	0.968	0.660
ACCESS-ESM1-5_BARPA	[-]	13.6	13.6	14.0	-0.397	1.52	1.14	0.673	0.599	0.880	0.951	0.741
ACCESS-ESM1-5_CCAM	[-]	13.7	13.7	14.0	-0.310	1.75	1.33	0.647	0.541	0.852	0.968	0.710
ACCESS-ESM1-5_CMIP6	[-]	10.7	10.7	14.0	-3.32	3.49	1.33	0.213	0.626	0.855	0.959	0.656
CESM2_BARPA	[-]	13.8	13.8	14.0	-0.253	1.75	1.77	0.634	0.559	0.751	0.914	0.683
CESM2_CCAM	[-]	14.5	14.5	14.0	0.491	1.58	1.65	0.682	0.558	0.789	0.983	0.714
CMCC-ESM2_BARPA	[-]	13.8	13.8	14.0	-0.256	2.01	2.70	0.630	0.485	0.567	0.925	0.618
CMCC-ESM2_CCAM	[-]	13.0	13.0	14.0	-1.04	1.63	1.29	0.583	0.650	0.845	0.996	0.745
CMCC-ESM2_CMIP6	[-]	9.24	9.24	14.0	-4.77	4.85	0.747	0.112	0.698	0.923	0.954	0.677
CNRM-ESM2-1_CCAM	[-]	13.9	13.9	14.0	-0.160	1.35	1.20	0.710	0.624	0.883	0.990	0.766
CNRM-ESM2-1_CMIP6	[-]	12.1	12.1	14.0	-1.89	2.12	1.12	0.429	0.740	0.879	0.962	0.750
EC-Earth3_BARPA	[-]	14.5	14.5	14.0	0.466	1.42	0.999	0.675	0.651	0.897	0.931	0.761
EC-Earth3_CCAM	[-]	14.0	14.0	14.0	-0.0562	1.31	1.12	0.681	0.677	0.894	0.968	0.779
EC-Earth3_CMIP6	[-]	12.6	12.6	14.0	-1.46	1.84	0.955	0.529	0.662	0.912	0.970	0.747
ERA5_BARPA	[-]	13.4	13.4	14.0	-0.662	1.68	1.06	0.622	0.582	0.857	0.944	0.717
ERA5_CCAM	[-]	13.6	13.6	14.0	-0.387	1.38	0.869	0.659	0.669	0.914	0.967	0.776
MPI-ESM1-2-HR_BARPA	[-]	14.4	14.4	14.0	0.403	1.61	1.05	0.668	0.593	0.895	0.912	0.732
MPI-ESM1-2-HR_CMIP6	[-]	10.7	10.7	14.0	-3.31	3.42	0.969	0.219	0.735	0.906	0.991	0.718
NorESM2-MM_BARPA	[-]	12.8	12.8	14.0	-1.26	2.29	2.50	0.510	0.472	0.599	0.973	0.605
NorESM2-MM_CCAM	[-]	12.6	12.6	14.0	-1.43	2.14	1.61	0.510	0.541	0.777	0.996	0.673
NorESM2-MM_CMIP6	[-]	8.98	8.98	14.0	-5.04	5.17	1.50	0.0933	0.597	0.798	0.994	0.616

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	14.3
ACCESS-CM2_BARPA	[-]	12.3	12.3	14.3	-1.94	2.44	1.30	0.386	0.486	0.877	0.989	0.662
ACCESS-CM2_CCAM	[-]	13.1	13.1	14.3	-1.17	2.01	1.16	0.570	0.458	0.903	0.998	0.702
ACCESS-CM2_CMIP6	[-]	10.6	10.6	14.2	-3.65	3.73	0.848	0.147	0.693	0.919	0.999	0.690
ACCESS-ESM1-5_BARPA	[-]	12.7	12.7	14.3	-1.58	1.98	0.887	0.465	0.565	0.934	0.992	0.720
ACCESS-ESM1-5_CCAM	[-]	12.6	12.6	14.3	-1.65	2.12	0.879	0.449	0.530	0.922	0.999	0.703
ACCESS-ESM1-5_CMIP6	[-]	10.6	10.6	14.2	-3.62	3.72	0.862	0.155	0.648	0.934	0.806	0.637
CESM2_BARPA	[-]	12.7	12.7	14.3	-1.54	2.06	3.90	0.476	0.519	0.333	0.949	0.564
CESM2_CCAM	[-]	14.1	14.1	14.3	-0.148	1.22	1.75	0.768	0.602	0.799	0.999	0.771
CMCC-ESM2_BARPA	[-]	13.0	13.0	14.3	-1.30	2.09	4.27	0.539	0.455	0.230	0.938	0.531
CMCC-ESM2_CCAM	[-]	12.3	12.3	14.3	-1.99	2.19	1.85	0.381	0.678	0.748	0.975	0.694
CMCC-ESM2_CMIP6	[-]	9.03	9.03	14.2	-5.22	5.29	0.395	0.0830	0.695	0.969	0.964	0.680
CNRM-ESM2-1_CCAM	[-]	13.3	13.3	14.3	-0.976	1.78	0.862	0.619	0.498	0.928	0.994	0.731
CNRM-ESM2-1_CMIP6	[-]	12.4	12.4	14.3	-1.88	1.99	0.949	0.380	0.737	0.918	0.945	0.744
EC-Earth3_BARPA	[-]	14.3	14.3	14.3	-0.0139	1.13	1.34	0.799	0.608	0.859	0.933	0.778
EC-Earth3_CCAM	[-]	13.9	13.9	14.3	-0.326	0.978	0.928	0.759	0.703	0.930	0.985	0.829
EC-Earth3_CMIP6	[-]	11.9	11.9	14.3	-2.35	2.45	0.893	0.313	0.714	0.931	0.686	0.667
ERA5_BARPA	[-]	12.6	12.6	14.3	-1.72	2.31	2.73	0.432	0.471	0.536	0.965	0.587
ERA5_CCAM	[-]	12.8	12.8	14.3	-1.50	1.92	1.49	0.485	0.570	0.809	0.996	0.699
MPI-ESM1-2-HR_BARPA	[-]	14.5	14.5	14.3	0.177	1.48	0.980	0.779	0.503	0.909	0.927	0.749
MPI-ESM1-2-HR_CMIP6	[-]	10.7	10.7	14.2	-3.59	3.65	0.865	0.170	0.735	0.939	0.901	0.692
NorESM2-MM_BARPA	[-]	11.9	11.9	14.3	-2.36	3.12	5.07	0.310	0.366	0.142	0.982	0.441
NorESM2-MM_CCAM	[-]	11.9	11.9	14.3	-2.39	2.85	2.97	0.307	0.470	0.503	0.983	0.555
NorESM2-MM_CMIP6	[-]	8.68	8.68	14.2	-5.57	5.65	2.76	0.0590	0.633	0.557	0.957	0.560

	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	[-]	12.8
ACCESS-CM2_BARPA	[-]	11.2	11.2	12.8	-1.58	2.30	1.47	0.463	0.556	0.845	0.941	0.692
ACCESS-CM2_CCAM	[-]	12.8	12.8	12.8	0.00985	1.91	1.60	0.685	0.460	0.825	0.997	0.714
ACCESS-CM2_CMIP6	[-]	8.03	8.03	12.3	-4.28	4.46	1.83	0.123	0.519	0.767	0.846	0.536
ACCESS-ESM1-5_BARPA	[-]	11.2	11.2	12.8	-1.61	2.21	1.48	0.468	0.592	0.838	0.945	0.703
ACCESS-ESM1-5_CCAM	[-]	11.9	11.9	12.8	-0.917	1.88	1.46	0.584	0.519	0.837	0.989	0.715
ACCESS-ESM1-5_CMIP6	[-]	9.49	9.49	12.9	-3.45	3.70	1.42	0.183	0.520	0.850	0.960	0.607
CESM2_BARPA	[-]	11.5	11.5	12.8	-1.29	2.12	1.50	0.487	0.631	0.800	0.882	0.707
CESM2_CCAM	[-]	13.1	13.1	12.8	0.272	1.61	2.18	0.709	0.530	0.694	0.998	0.713
CMCC-ESM2_BARPA	[-]	11.7	11.7	12.8	-1.09	2.19	1.51	0.486	0.599	0.824	0.827	0.694
CMCC-ESM2_CCAM	[-]	12.0	12.0	12.8	-0.772	1.57	1.39	0.597	0.636	0.851	0.998	0.756
CMCC-ESM2_CMIP6	[-]	8.08	8.08	12.9	-4.82	4.91	1.14	0.105	0.661	0.881	0.931	0.614
CNRM-ESM2-1_CCAM	[-]	12.6	12.6	12.8	-0.194	1.77	1.52	0.684	0.486	0.835	0.995	0.721
CNRM-ESM2-1_CMIP6	[-]	10.6	10.6	12.6	-1.98	2.19	1.21	0.385	0.626	0.890	0.925	0.672
EC-Earth3_BARPA	[-]	12.4	12.4	12.8	-0.375	1.92	1.30	0.534	0.616	0.864	0.794	0.706
EC-Earth3_CCAM	[-]	13.0	13.0	12.8	0.191	1.42	1.47	0.695	0.602	0.840	0.995	0.761
EC-Earth3_CMIP6	[-]	11.2	11.2	12.9	-1.74	2.00	1.19	0.455	0.658	0.871	0.998	0.722
ERA5_BARPA	[-]	11.3	11.3	12.8	-1.55	2.23	0.937	0.470	0.596	0.914	0.904	0.712
ERA5_CCAM	[-]	12.2	12.2	12.8	-0.654	1.60	1.17	0.627	0.575	0.887	0.990	0.746
MPI-ESM1-2-HR_BARPA	[-]	13.0	13.0	12.8	0.193	1.95	1.25	0.545	0.566	0.871	0.814	0.703
MPI-ESM1-2-HR_CMIP6	[-]	10.1	10.1	12.7	-2.63	2.87	1.66	0.283	0.572	0.807	0.998	0.621
NorESM2-MM_BARPA	[-]	10.9	10.9	12.8	-1.90	2.65	2.53	0.414	0.531	0.591	0.926	0.620
NorESM2-MM_CCAM	[-]	11.4	11.4	12.8	-1.39	2.06	2.23	0.513	0.529	0.682	0.937	0.657
NorESM2-MM_CMIP6	[-]	7.83	7.83	12.9	-5.08	5.21	2.00	0.0845	0.562	0.730	0.613	0.517

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.5
ACCESS-CM2_BARPA	[-]	13.8	13.8	13.5	0.325	1.77	1.36	0.723	0.573	0.868	0.997	0.769
ACCESS-CM2_CCAM	[-]	13.4	13.4	13.5	-0.0930	2.08	1.82	0.690	0.506	0.779	0.986	0.720
ACCESS-CM2_CMIP6	[-]	9.99	9.99	13.3	-3.33	3.71	1.42	0.281	0.537	0.853	0.917	0.640
ACCESS-ESM1-5_BARPA	[-]	13.8	13.8	13.5	0.355	1.56	1.28	0.736	0.623	0.870	0.998	0.789
ACCESS-ESM1-5_CCAM	[-]	12.8	12.8	13.5	-0.718	2.15	1.79	0.675	0.504	0.788	0.971	0.716
ACCESS-ESM1-5_CMIP6	[-]	10.1	10.1	13.4	-3.28	3.67	1.55	0.281	0.539	0.831	0.953	0.641
CESM2_BARPA	[-]	14.8	14.8	13.5	1.30	2.10	1.57	0.586	0.601	0.786	0.997	0.730
CESM2_CCAM	[-]	14.0	14.0	13.5	0.536	1.98	1.87	0.715	0.524	0.775	0.992	0.730
CMCC-ESM2_BARPA	[-]	14.8	14.8	13.5	1.34	2.24	1.96	0.578	0.579	0.704	0.996	0.705
CMCC-ESM2_CCAM	[-]	12.4	12.4	13.5	-1.06	1.75	1.06	0.615	0.694	0.902	0.959	0.785
CMCC-ESM2_CMIP6	[-]	8.02	8.02	13.4	-5.40	5.47	0.514	0.122	0.721	0.957	0.987	0.698
CNRM-ESM2-1_CCAM	[-]	13.3	13.3	13.5	-0.190	1.52	1.16	0.714	0.654	0.897	0.982	0.797
CNRM-ESM2-1_CMIP6	[-]	12.6	12.6	13.4	-0.737	1.43	0.811	0.689	0.719	0.935	0.929	0.814
EC-Earth3_BARPA	[-]	14.8	14.8	13.5	1.36	2.07	0.953	0.574	0.616	0.920	0.992	0.759
EC-Earth3_CCAM	[-]	12.7	12.7	13.5	-0.773	1.87	1.13	0.666	0.589	0.901	0.991	0.774
EC-Earth3_CMIP6	[-]	11.5	11.5	13.4	-1.92	2.62	1.05	0.468	0.572	0.912	0.974	0.710
ERA5_BARPA	[-]	14.0	14.0	13.5	0.510	1.43	0.509	0.724	0.681	0.965	0.998	0.824
ERA5_CCAM	[-]	12.6	12.6	13.5	-0.887	1.50	0.722	0.662	0.720	0.947	0.981	0.819
MPI-ESM1-2-HR_BARPA	[-]	15.1	15.1	13.5	1.60	2.30	1.26	0.524	0.585	0.878	0.987	0.728
MPI-ESM1-2-HR_CMIP6	[-]	10.3	10.3	13.4	-3.18	3.41	1.24	0.315	0.653	0.866	0.964	0.696
NorESM2-MM_BARPA	[-]	13.6	13.6	13.5	0.171	1.68	1.03	0.725	0.601	0.869	0.996	0.775
NorESM2-MM_CCAM	[-]	11.8	11.8	13.5	-1.72	2.19	0.967	0.516	0.645	0.923	0.937	0.744
NorESM2-MM_CMIP6	[-]	8.15	8.15	13.4	-5.26	5.44	0.900	0.124	0.596	0.931	0.923	0.630

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.4
ACCESS-CM2_BARPA	[-]	11.4	11.4	13.4	-2.06	2.47	0.216	0.446	0.603	0.985	0.902	0.719
ACCESS-CM2_CCAM	[-]	12.8	12.8	13.4	-0.644	1.54	0.806	0.717	0.610	0.907	0.992	0.785
ACCESS-CM2_CMIP6	[-]	9.77	9.77	13.4	-3.64	3.69	0.933	0.220	0.782	0.887	0.913	0.709
ACCESS-ESM1-5_BARPA	[-]	12.1	12.1	13.4	-1.39	1.91	0.438	0.596	0.630	0.970	0.855	0.748
ACCESS-ESM1-5_CCAM	[-]	12.5	12.5	13.4	-0.922	1.61	0.945	0.671	0.672	0.878	0.939	0.777
ACCESS-ESM1-5_CMIP6	[-]	10.1	10.1	13.3	-3.27	3.37	1.95	0.253	0.728	0.728	0.948	0.671
CESM2_BARPA	[-]	11.5	11.5	13.4	-1.94	2.37	0.579	0.472	0.611	0.962	0.872	0.716
CESM2_CCAM	[-]	13.4	13.4	13.4	-0.0219	0.971	0.488	0.793	0.758	0.950	0.978	0.857
CMCC-ESM2_BARPA	[-]	11.7	11.7	13.4	-1.74	2.36	0.817	0.512	0.560	0.946	0.886	0.708
CMCC-ESM2_CCAM	[-]	11.8	11.8	13.4	-1.67	1.85	0.209	0.537	0.820	0.980	0.906	0.812
CMCC-ESM2_CMIP6	[-]	9.29	9.29	13.3	-3.97	4.08	0.944	0.224	0.712	0.856	0.921	0.682
CNRM-ESM2-1_CCAM	[-]	12.5	12.5	13.4	-0.963	1.58	1.71	0.669	0.717	0.803	0.888	0.764
CNRM-ESM2-1_CMIP6	[-]	11.6	11.6	13.3	-1.71	1.87	2.25	0.499	0.752	0.690	0.965	0.729
EC-Earth3_BARPA	[-]	12.9	12.9	13.4	-0.554	1.30	0.731	0.768	0.688	0.923	0.820	0.787
EC-Earth3_CCAM	[-]	12.8	12.8	13.4	-0.627	1.31	1.42	0.695	0.772	0.839	0.865	0.790
EC-Earth3_CMIP6	[-]	11.6	11.6	13.4	-1.75	1.94	1.73	0.487	0.737	0.804	0.919	0.737
ERA5_BARPA	[-]	11.3	11.3	13.4	-2.10	2.45	0.0464	0.438	0.635	0.996	0.916	0.734
ERA5_CCAM	[-]	12.1	12.1	13.5	-1.32	1.65	0.0582	0.606	0.775	0.995	0.908	0.816
MPI-ESM1-2-HR_BARPA	[-]	12.3	12.3	13.4	-1.16	2.07	0.143	0.643	0.543	0.990	0.823	0.727
MPI-ESM1-2-HR_CMIP6	[-]	9.78	9.78	13.4	-3.66	3.71	0.821	0.223	0.803	0.940	0.985	0.745
NorESM2-MM_BARPA	[-]	11.0	11.0	13.4	-2.45	2.91	0.656	0.375	0.555	0.957	0.932	0.688
NorESM2-MM_CCAM	[-]	11.5	11.5	13.4	-1.96	2.21	0.0681	0.485	0.724	0.995	0.941	0.780
NorESM2-MM_CMIP6	[-]	8.30	8.30	13.3	-4.96	5.01	0.462	0.137	0.742	0.969	0.996	0.715

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	14.7
ACCESS-CM2_BARPA	[-]	13.9	13.9	14.7	-0.816	1.69	1.21	0.610	0.518	0.876	0.989	0.729
ACCESS-CM2_CCAM	[-]	14.7	14.7	14.7	-0.0290	1.61	1.51	0.714	0.488	0.824	0.996	0.734
ACCESS-CM2_CMIP6	[-]	10.9	10.9	14.8	-3.88	3.98	1.23	0.137	0.658	0.874	0.990	0.664
ACCESS-ESM1-5_BARPA	[-]	14.5	14.5	14.7	-0.290	1.34	1.24	0.696	0.592	0.866	0.984	0.767
ACCESS-ESM1-5_CCAM	[-]	14.7	14.7	14.7	-0.0731	1.62	1.35	0.660	0.530	0.855	0.896	0.722
ACCESS-ESM1-5_CMIP6	[-]	11.5	11.5	14.7	-3.25	3.37	1.20	0.195	0.648	0.877	0.978	0.672
CESM2_BARPA	[-]	14.5	14.5	14.7	-0.243	1.49	2.02	0.704	0.531	0.711	0.944	0.708
CESM2_CCAM	[-]	15.4	15.4	14.7	0.604	1.53	1.81	0.664	0.544	0.763	0.981	0.717
CMCC-ESM2_BARPA	[-]	14.4	14.4	14.7	-0.325	1.90	3.47	0.689	0.420	0.427	0.949	0.613
CMCC-ESM2_CCAM	[-]	13.7	13.7	14.7	-1.04	1.59	1.54	0.576	0.606	0.806	0.998	0.740
CMCC-ESM2_CMIP6	[-]	10.0	10.0	14.7	-4.69	4.77	0.809	0.0949	0.685	0.918	0.743	0.611
CNRM-ESM2-1_CCAM	[-]	14.7	14.7	14.7	-0.0379	1.18	1.16	0.738	0.623	0.890	0.992	0.792
CNRM-ESM2-1_CMIP6	[-]	12.6	12.6	14.7	-2.19	2.32	0.979	0.355	0.756	0.895	0.937	0.733
EC-Earth3_BARPA	[-]	15.3	15.3	14.7	0.546	1.16	1.03	0.703	0.675	0.888	0.994	0.800
EC-Earth3_CCAM	[-]	14.9	14.9	14.7	0.193	1.13	1.09	0.688	0.699	0.898	0.956	0.798
EC-Earth3_CMIP6	[-]	13.5	13.5	14.7	-1.23	1.57	0.810	0.563	0.674	0.927	0.877	0.751
ERA5_BARPA	[-]	14.1	14.1	14.7	-0.609	1.54	1.33	0.651	0.542	0.812	0.967	0.727
ERA5_CCAM	[-]	14.6	14.6	14.7	-0.109	1.26	0.995	0.683	0.655	0.899	0.908	0.774
MPI-ESM1-2-HR_BARPA	[-]	15.2	15.2	14.7	0.432	1.26	1.11	0.725	0.622	0.886	0.978	0.787
MPI-ESM1-2-HR_CMIP6	[-]	11.3	11.3	14.7	-3.46	3.51	0.892	0.171	0.772	0.914	0.992	0.716
NorESM2-MM_BARPA	[-]	13.4	13.4	14.7	-1.38	2.34	3.28	0.488	0.402	0.455	0.986	0.576
NorESM2-MM_CCAM	[-]	13.4	13.4	14.7	-1.38	2.16	2.00	0.498	0.485	0.709	0.972	0.656
NorESM2-MM_CMIP6	[-]	9.71	9.71	14.7	-5.02	5.15	1.78	0.0777	0.579	0.745	0.922	0.580

	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	[-]	10.3
ACCESS-CM2_BARPA	[-]	7.94	7.94	10.2	-2.29	2.46	0.605	0.330	0.683	0.937	0.989	0.732
ACCESS-CM2_CCAM	[-]	10.4	10.4	10.3	0.129	1.62	0.597	0.613	0.523	0.932	0.954	0.749
ACCESS-CM2_CMIP6	[-]	5.12	5.12	9.59	-4.47	4.53	0.676	0.0738	0.685	0.942	0.715	0.614
ACCESS-ESM1-5_BARPA	[-]	8.30	8.30	10.2	-1.93	2.21	0.644	0.394	0.657	0.939	0.967	0.734
ACCESS-ESM1-5_CCAM	[-]	9.97	9.97	10.3	-0.293	1.57	0.725	0.610	0.553	0.917	0.942	0.750
ACCESS-ESM1-5_CMIP6	[-]	6.05	6.05	10.2	-4.13	4.23	1.28	0.107	0.573	0.860	0.874	0.587
CESM2_BARPA	[-]	7.83	7.83	10.2	-2.40	2.53	0.576	0.304	0.702	0.941	0.995	0.731
CESM2_CCAM	[-]	10.3	10.3	10.3	0.0538	1.54	0.670	0.600	0.577	0.921	0.888	0.755
CMCC-ESM2_BARPA	[-]	7.97	7.97	10.2	-2.26	2.38	0.487	0.335	0.739	0.950	0.993	0.752
CMCC-ESM2_CCAM	[-]	9.75	9.75	10.3	-0.509	1.30	0.544	0.591	0.709	0.939	0.996	0.801
CMCC-ESM2_CMIP6	[-]	6.16	6.16	10.1	-3.97	4.02	0.700	0.165	0.705	0.915	0.787	0.616
CNRM-ESM2-1_CCAM	[-]	10.1	10.1	10.3	-0.119	1.62	1.54	0.594	0.551	0.828	0.942	0.725
CNRM-ESM2-1_CMIP6	[-]	6.13	6.13	9.32	-3.19	3.25	1.82	0.128	0.679	0.787	0.962	0.636
EC-Earth3_BARPA	[-]	8.58	8.58	10.2	-1.65	1.95	0.628	0.451	0.699	0.929	0.949	0.756
EC-Earth3_CCAM	[-]	10.1	10.1	10.3	-0.132	1.44	1.05	0.594	0.620	0.891	0.955	0.762
EC-Earth3_CMIP6	[-]	8.95	8.95	10.2	-1.26	1.51	1.25	0.530	0.710	0.874	0.904	0.726
ERA5_BARPA	[-]	7.89	7.89	10.2	-2.34	2.44	0.446	0.322	0.741	0.949	0.995	0.750
ERA5_CCAM	[-]	9.95	9.95	10.3	-0.310	1.36	0.514	0.614	0.639	0.942	0.990	0.785
MPI-ESM1-2-HR_BARPA	[-]	8.28	8.28	10.2	-1.95	2.27	0.529	0.382	0.618	0.942	0.972	0.723
MPI-ESM1-2-HR_CMIP6	[-]	7.38	7.38	10.1	-2.75	2.98	0.424	0.230	0.578	0.956	0.972	0.641
NorESM2-MM_BARPA	[-]	7.69	7.69	10.2	-2.54	2.63	0.675	0.288	0.732	0.933	0.994	0.737
NorESM2-MM_CCAM	[-]	9.64	9.64	10.3	-0.622	1.49	0.550	0.603	0.607	0.936	0.979	0.770
NorESM2-MM_CMIP6	[-]	6.03	6.03	10.1	-4.09	4.15	0.700	0.110	0.682	0.908	0.986	0.650

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.0
ACCESS-CM2_BARPA	[-]	11.9	11.9	13.1	-1.16	1.84	0.709	0.609	0.558	0.932	0.978	0.746
ACCESS-CM2_CCAM	[-]	13.9	13.9	13.0	0.812	1.54	0.559	0.630	0.627	0.946	0.966	0.768
ACCESS-CM2_CMIP6	[-]	9.32	9.32	12.7	-3.42	3.50	0.545	0.259	0.754	0.946	0.728	0.657
ACCESS-ESM1-5_BARPA	[-]	12.8	12.8	13.1	-0.290	1.39	0.424	0.796	0.590	0.954	0.948	0.790
ACCESS-ESM1-5_CCAM	[-]	13.6	13.6	13.0	0.559	1.51	0.565	0.623	0.662	0.946	0.907	0.766
ACCESS-ESM1-5_CMIP6	[-]	10.2	10.2	13.1	-2.89	3.04	1.23	0.319	0.733	0.884	0.671	0.670
CESM2_BARPA	[-]	12.1	12.1	13.1	-0.975	1.78	0.425	0.652	0.551	0.952	0.934	0.747
CESM2_CCAM	[-]	13.7	13.7	13.0	0.645	1.58	0.406	0.661	0.599	0.953	0.914	0.761
CMCC-ESM2_BARPA	[-]	12.2	12.2	13.1	-0.887	1.74	0.460	0.673	0.554	0.944	0.940	0.748
CMCC-ESM2_CCAM	[-]	12.7	12.7	13.0	-0.346	1.11	0.501	0.726	0.765	0.945	0.954	0.821
CMCC-ESM2_CMIP6	[-]	8.50	8.50	13.0	-4.49	4.52	0.597	0.165	0.797	0.931	0.635	0.637
CNRM-ESM2-1_CCAM	[-]	12.9	12.9	13.0	-0.0982	1.37	1.09	0.682	0.693	0.885	0.941	0.774
CNRM-ESM2-1_CMIP6	[-]	11.5	11.5	13.1	-1.62	1.86	1.84	0.521	0.770	0.766	0.799	0.714
EC-Earth3_BARPA	[-]	13.0	13.0	13.1	-0.0943	1.52	0.782	0.776	0.560	0.930	0.951	0.771
EC-Earth3_CCAM	[-]	13.3	13.3	13.0	0.288	1.38	0.810	0.634	0.721	0.930	0.909	0.776
EC-Earth3_CMIP6	[-]	11.7	11.7	13.0	-1.31	1.62	1.05	0.612	0.721	0.911	0.800	0.741
ERA5_BARPA	[-]	11.8	11.8	13.1	-1.24	1.80	0.408	0.589	0.593	0.948	0.976	0.756
ERA5_CCAM	[-]	13.3	13.3	13.1	0.209	1.36	0.321	0.647	0.722	0.962	0.909	0.790
MPI-ESM1-2-HR_BARPA	[-]	12.6	12.6	13.1	-0.512	1.85	0.751	0.760	0.485	0.933	0.928	0.747
MPI-ESM1-2-HR_CMIP6	[-]	10.4	10.4	13.1	-2.70	2.77	0.821	0.295	0.781	0.942	0.996	0.749
NorESM2-MM_BARPA	[-]	11.4	11.4	13.1	-1.68	2.18	0.445	0.489	0.564	0.946	0.988	0.724
NorESM2-MM_CCAM	[-]	12.7	12.7	13.0	-0.333	1.59	0.418	0.710	0.606	0.950	0.930	0.773
NorESM2-MM_CMIP6	[-]	8.21	8.21	13.0	-4.78	4.91	0.750	0.139	0.638	0.922	0.664	0.585

	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	[-]	10.2	10.2	10.1	0.123	1.83	1.17	0.555	0.559	0.876	0.745	0.670
ACCESS-CM2_CCAM	[-]	10.9	10.9	10.1	0.797	2.17	1.87	0.538	0.463	0.757	0.844	0.630
ACCESS-CM2_CMIP6	[-]	5.01	5.01	9.90	-4.88	5.06	1.22	0.103	0.569	0.896	0.819	0.593
ACCESS-ESM1-5_BARPA	[-]	9.91	9.91	10.1	-0.193	1.70	1.51	0.596	0.558	0.831	0.783	0.677
ACCESS-ESM1-5_CCAM	[-]	10.1	10.1	10.1	-0.0602	1.80	1.65	0.666	0.490	0.804	0.902	0.690
ACCESS-ESM1-5_CMIP6	[-]	5.65	5.65	9.43	-3.78	3.95	1.27	0.130	0.528	0.887	0.895	0.601
CESM2_BARPA	[-]	11.0	11.0	10.1	0.921	1.84	1.17	0.499	0.651	0.877	0.746	0.688
CESM2_CCAM	[-]	10.7	10.7	10.1	0.624	1.86	1.73	0.588	0.509	0.781	0.896	0.673
CMCC-ESM2_BARPA	[-]	11.0	11.0	10.1	0.876	1.86	1.10	0.495	0.644	0.873	0.724	0.679
CMCC-ESM2_CCAM	[-]	10.2	10.2	10.1	0.125	1.43	1.27	0.650	0.611	0.861	0.923	0.745
CMCC-ESM2_CMIP6	[-]	5.63	5.63	10.0	-4.37	4.45	0.565	0.103	0.665	0.963	0.964	0.673
CNRM-ESM2-1_CCAM	[-]	10.9	10.9	10.1	0.801	1.82	1.03	0.533	0.596	0.892	0.824	0.699
CNRM-ESM2-1_CMIP6	[-]	8.41	8.41	10.2	-1.77	2.20	0.677	0.456	0.689	0.955	0.617	0.680
EC-Earth3_BARPA	[-]	10.9	10.9	10.1	0.785	1.95	0.934	0.550	0.523	0.916	0.814	0.681
EC-Earth3_CCAM	[-]	10.2	10.2	10.1	0.0637	1.56	1.33	0.659	0.564	0.851	0.946	0.734
EC-Earth3_CMIP6	[-]	9.13	9.13	10.3	-1.16	1.73	1.02	0.584	0.557	0.914	0.987	0.738
ERA5_BARPA	[-]	10.1	10.1	10.1	0.0193	1.32	0.504	0.614	0.697	0.947	0.812	0.760
ERA5_CCAM	[-]	10.0	10.0	10.1	-0.0815	1.31	0.901	0.668	0.652	0.904	0.942	0.776
MPI-ESM1-2-HR_BARPA	[-]	10.7	10.7	10.1	0.634	2.07	1.09	0.499	0.528	0.895	0.695	0.640
MPI-ESM1-2-HR_CMIP6	[-]	8.11	8.11	9.78	-1.67	2.11	0.876	0.550	0.638	0.927	0.897	0.740
NorESM2-MM_BARPA	[-]	10.2	10.2	10.1	0.107	1.29	0.932	0.636	0.678	0.884	0.855	0.754
NorESM2-MM_CCAM	[-]	9.24	9.24	10.1	-0.874	1.46	0.946	0.632	0.638	0.909	0.972	0.771
NorESM2-MM_CMIP6	[-]	5.56	5.56	10.0	-4.44	4.64	1.13	0.104	0.502	0.872	0.975	0.601

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model 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	[-]	9.05
ACCESS-CM2_BARPA	[-]	6.87	6.96	9.11	1.45	-2.15	2.89	1.78	0.365	0.517	0.756	0.937	0.618
ACCESS-CM2_CCAM	[-]	7.35	7.41	9.09	1.55	-1.68	2.75	1.87	0.411	0.505	0.738	0.928	0.617
ACCESS-CM2_CMIP6	[-]	5.02	5.67	9.40	1.10	-3.72	3.95	1.77	0.156	0.573	0.765	0.952	0.604
ACCESS-ESM1-5_BARPA	[-]	7.05	7.14	9.11	1.45	-1.97	2.76	1.71	0.400	0.548	0.773	0.926	0.639
ACCESS-ESM1-5_CCAM	[-]	7.21	7.27	9.09	1.56	-1.82	2.78	1.78	0.389	0.523	0.760	0.930	0.625
ACCESS-ESM1-5_CMIP6	[-]	5.46	6.19	9.65	1.21	-3.46	3.70	1.77	0.178	0.569	0.767	0.961	0.609
CESM2_BARPA	[-]	7.18	7.27	9.11	1.52	-1.84	2.82	2.05	0.386	0.527	0.700	0.924	0.613
CESM2_CCAM	[-]	7.71	7.77	9.09	1.70	-1.32	2.64	2.06	0.409	0.526	0.701	0.918	0.616
CMCC-ESM2_BARPA	[-]	7.16	7.25	9.11	1.50	-1.86	2.95	2.35	0.383	0.496	0.637	0.924	0.587
CMCC-ESM2_CCAM	[-]	6.91	6.96	9.09	1.61	-2.13	2.72	1.80	0.361	0.570	0.746	0.944	0.638
CMCC-ESM2_CMIP6	[-]	4.81	5.23	9.40	1.18	-4.18	4.39	1.57	0.132	0.605	0.778	0.913	0.607
CNRM-ESM2-1_CCAM	[-]	7.36	7.42	9.09	1.67	-1.68	2.57	1.56	0.418	0.569	0.806	0.930	0.658
CNRM-ESM2-1_CMIP6	[-]	6.44	7.23	9.76	1.40	-2.53	2.81	1.76	0.305	0.627	0.750	0.964	0.655
EC-Earth3_BARPA	[-]	7.42	7.52	9.11	1.36	-1.59	2.71	1.63	0.403	0.573	0.775	0.903	0.645
EC-Earth3_CCAM	[-]	7.27	7.33	9.09	1.41	-1.76	2.60	1.84	0.406	0.584	0.743	0.922	0.648
EC-Earth3_CMIP6	[-]	6.57	6.95	9.32	1.48	-2.37	2.76	1.70	0.344	0.582	0.764	0.954	0.645
ERA5_BARPA	[-]	6.97	7.05	9.11	1.49	-2.05	2.80	1.53	0.378	0.543	0.778	0.933	0.635
ERA5_CCAM	[-]	7.16	7.22	9.09	1.55	-1.87	2.62	1.47	0.396	0.584	0.797	0.931	0.658
MPI-ESM1-2-HR_BARPA	[-]	7.49	7.59	9.11	1.50	-1.52	2.74	1.75	0.401	0.545	0.761	0.909	0.632
MPI-ESM1-2-HR_CMIP6	[-]	5.63	6.03	9.25	1.50	-3.22	3.49	1.87	0.197	0.618	0.725	0.949	0.621
NorESM2-MM_BARPA	[-]	6.70	6.79	9.11	1.49	-2.32	3.06	2.24	0.329	0.490	0.648	0.944	0.580
NorESM2-MM_CCAM	[-]	6.64	6.69	9.09	1.44	-2.40	2.99	1.87	0.324	0.526	0.723	0.948	0.609
NorESM2-MM_CMIP6	[-]	4.76	5.16	9.40	1.23	-4.24	4.48	2.10	0.127	0.551	0.679	0.892	0.560

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model 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	[-]	6.52
ACCESS-CM2_BARPA	[-]	2.52	2.56	6.58	1.57	-4.02	4.52	2.76	0.116	0.447	0.575	0.786	0.474
ACCESS-CM2_CCAM	[-]	2.52	2.54	6.53	1.58	-3.99	4.46	2.57	0.118	0.454	0.604	0.814	0.489
ACCESS-CM2_CMIP6	[-]	1.69	1.86	6.50	1.13	-4.65	4.80	2.50	0.0626	0.453	0.636	0.876	0.496
ACCESS-ESM1-5_BARPA	[-]	2.47	2.50	6.58	1.55	-4.07	4.54	2.25	0.119	0.460	0.677	0.783	0.500
ACCESS-ESM1-5_CCAM	[-]	2.42	2.44	6.53	1.56	-4.09	4.50	2.37	0.121	0.453	0.644	0.833	0.501
ACCESS-ESM1-5_CMIP6	[-]	1.75	1.94	6.66	1.27	-4.72	4.88	2.27	0.0622	0.456	0.667	0.886	0.505
CESM2_BARPA	[-]	2.63	2.67	6.58	1.61	-3.91	4.57	2.36	0.0963	0.464	0.644	0.740	0.482
CESM2_CCAM	[-]	2.70	2.72	6.53	1.64	-3.81	4.35	3.03	0.117	0.437	0.507	0.802	0.460
CMCC-ESM2_BARPA	[-]	2.61	2.65	6.58	1.55	-3.93	4.59	2.16	0.0960	0.471	0.684	0.736	0.491
CMCC-ESM2_CCAM	[-]	2.44	2.46	6.53	1.58	-4.08	4.40	2.82	0.118	0.460	0.553	0.836	0.485
CMCC-ESM2_CMIP6	[-]	1.59	1.67	6.69	1.25	-5.02	5.12	2.54	0.0512	0.487	0.599	0.819	0.489
CNRM-ESM2-1_CCAM	[-]	2.54	2.57	6.53	1.60	-3.97	4.38	1.71	0.116	0.481	0.758	0.810	0.529
CNRM-ESM2-1_CMIP6	[-]	2.90	3.44	7.13	1.46	-3.69	4.01	2.48	0.171	0.472	0.598	0.870	0.517
EC-Earth3_BARPA	[-]	2.58	2.61	6.58	1.56	-3.96	4.60	2.46	0.105	0.446	0.627	0.754	0.475
EC-Earth3_CCAM	[-]	2.38	2.40	6.53	1.55	-4.13	4.46	2.70	0.117	0.454	0.571	0.844	0.488
EC-Earth3_CMIP6	[-]	2.50	2.65	6.62	1.70	-3.98	4.26	2.77	0.120	0.428	0.552	0.899	0.485
ERA5_BARPA	[-]	2.47	2.51	6.57	1.51	-4.06	4.48	2.06	0.120	0.481	0.706	0.785	0.514
ERA5_CCAM	[-]	2.36	2.38	6.53	1.56	-4.15	4.41	2.15	0.119	0.484	0.685	0.842	0.523
MPI-ESM1-2-HR_BARPA	[-]	2.65	2.68	6.58	1.59	-3.89	4.57	2.46	0.0963	0.453	0.620	0.746	0.474
MPI-ESM1-2-HR_CMIP6	[-]	2.46	2.61	6.60	1.78	-3.99	4.15	2.26	0.116	0.486	0.649	0.912	0.530
NorESM2-MM_BARPA	[-]	2.52	2.55	6.58	1.61	-4.03	4.39	2.04	0.126	0.483	0.693	0.802	0.517
NorESM2-MM_CCAM	[-]	2.26	2.28	6.53	1.46	-4.25	4.47	2.08	0.111	0.477	0.699	0.861	0.525
NorESM2-MM_CMIP6	[-]	1.79	1.92	6.69	1.23	-4.77	4.90	2.21	0.0569	0.477	0.667	0.851	0.506

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	14.3
ACCESS-CM2_BARPA	[-]	12.3	12.3	14.3	-1.94	2.44	1.30	0.386	0.486	0.877	0.989	0.645
ACCESS-CM2_CCAM	[-]	13.1	13.1	14.3	-1.17	2.01	1.16	0.570	0.458	0.903	0.998	0.677
ACCESS-CM2_CMIP6	[-]	10.6	10.6	14.2	-3.65	3.73	0.848	0.147	0.693	0.919	0.999	0.690
ACCESS-ESM1-5_BARPA	[-]	12.7	12.7	14.3	-1.58	1.98	0.887	0.465	0.565	0.934	0.992	0.704
ACCESS-ESM1-5_CCAM	[-]	12.6	12.6	14.3	-1.65	2.12	0.879	0.449	0.530	0.922	0.999	0.686
ACCESS-ESM1-5_CMIP6	[-]	10.6	10.6	14.2	-3.62	3.72	0.862	0.155	0.648	0.934	0.806	0.638
CESM2_BARPA	[-]	12.7	12.7	14.3	-1.54	2.06	3.90	0.476	0.519	0.333	0.949	0.559
CESM2_CCAM	[-]	14.1	14.1	14.3	-0.148	1.22	1.75	0.768	0.602	0.799	0.999	0.754
CMCC-ESM2_BARPA	[-]	13.0	13.0	14.3	-1.30	2.09	4.27	0.539	0.455	0.230	0.938	0.523
CMCC-ESM2_CCAM	[-]	12.3	12.3	14.3	-1.99	2.19	1.85	0.381	0.678	0.748	0.975	0.692
CMCC-ESM2_CMIP6	[-]	9.03	9.03	14.2	-5.22	5.29	0.395	0.0830	0.695	0.969	0.964	0.681
CNRM-ESM2-1_CCAM	[-]	13.3	13.3	14.3	-0.976	1.78	0.862	0.619	0.498	0.928	0.994	0.707
CNRM-ESM2-1_CMIP6	[-]	12.4	12.4	14.3	-1.88	1.99	0.949	0.380	0.737	0.918	0.945	0.743
EC-Earth3_BARPA	[-]	14.3	14.3	14.3	-0.0139	1.13	1.34	0.799	0.608	0.859	0.933	0.761
EC-Earth3_CCAM	[-]	13.9	13.9	14.3	-0.326	0.978	0.928	0.759	0.703	0.930	0.985	0.816
EC-Earth3_CMIP6	[-]	11.9	11.9	14.3	-2.35	2.45	0.893	0.313	0.714	0.931	0.686	0.672
ERA5_BARPA	[-]	12.6	12.6	14.3	-1.72	2.31	2.73	0.432	0.471	0.536	0.965	0.575
ERA5_CCAM	[-]	12.8	12.8	14.3	-1.50	1.92	1.49	0.485	0.570	0.809	0.996	0.686
MPI-ESM1-2-HR_BARPA	[-]	14.5	14.5	14.3	0.177	1.48	0.980	0.779	0.503	0.909	0.927	0.724
MPI-ESM1-2-HR_CMIP6	[-]	10.7	10.7	14.2	-3.59	3.65	0.865	0.170	0.735	0.939	0.901	0.696
NorESM2-MM_BARPA	[-]	11.9	11.9	14.3	-2.36	3.12	5.07	0.310	0.366	0.142	0.982	0.433
NorESM2-MM_CCAM	[-]	11.9	11.9	14.3	-2.39	2.85	2.97	0.307	0.470	0.503	0.983	0.547
NorESM2-MM_CMIP6	[-]	8.68	8.68	14.2	-5.57	5.65	2.76	0.0590	0.633	0.557	0.957	0.568

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.1
ACCESS-CM2_BARPA	[-]	12.2	12.2	13.1	-0.949	1.93	1.55	0.564	0.538	0.831	0.992	0.693
ACCESS-CM2_CCAM	[-]	13.4	13.4	13.1	0.224	2.01	1.68	0.694	0.443	0.811	0.935	0.665
ACCESS-CM2_CMIP6	[-]	8.45	8.45	12.5	-4.08	4.26	2.14	0.133	0.527	0.716	0.912	0.563
ACCESS-ESM1-5_BARPA	[-]	12.1	12.1	13.1	-1.06	1.86	1.68	0.561	0.570	0.810	0.996	0.701
ACCESS-ESM1-5_CCAM	[-]	12.4	12.4	13.1	-0.788	1.94	1.72	0.596	0.488	0.803	0.926	0.660
ACCESS-ESM1-5_CMIP6	[-]	9.94	9.94	13.2	-3.24	3.54	1.70	0.211	0.500	0.809	0.998	0.604
CESM2_BARPA	[-]	12.7	12.7	13.1	-0.485	1.67	1.77	0.604	0.605	0.752	0.997	0.713
CESM2_CCAM	[-]	13.5	13.5	13.1	0.384	1.68	2.42	0.729	0.511	0.644	0.966	0.672
CMCC-ESM2_BARPA	[-]	12.9	12.9	13.1	-0.205	1.77	1.62	0.601	0.574	0.807	0.989	0.709
CMCC-ESM2_CCAM	[-]	12.7	12.7	13.1	-0.433	1.49	1.63	0.647	0.607	0.821	0.938	0.724
CMCC-ESM2_CMIP6	[-]	7.77	7.77	13.3	-5.52	5.59	1.32	0.0708	0.670	0.864	0.541	0.563
CNRM-ESM2-1_CCAM	[-]	13.1	13.1	13.1	-0.0482	1.72	1.71	0.698	0.502	0.808	0.938	0.690
CNRM-ESM2-1_CMIP6	[-]	11.2	11.2	12.9	-1.71	1.89	1.29	0.446	0.678	0.882	0.971	0.731
EC-Earth3_BARPA	[-]	13.7	13.7	13.1	0.548	1.59	1.15	0.616	0.630	0.884	0.979	0.748
EC-Earth3_CCAM	[-]	13.6	13.6	13.1	0.456	1.40	1.59	0.710	0.609	0.824	0.968	0.744
EC-Earth3_CMIP6	[-]	11.4	11.4	13.3	-1.87	2.16	1.48	0.428	0.629	0.835	0.941	0.692
ERA5_BARPA	[-]	12.3	12.3	13.1	-0.825	1.75	0.767	0.584	0.588	0.947	0.997	0.741
ERA5_CCAM	[-]	12.6	12.6	13.1	-0.495	1.57	1.18	0.641	0.576	0.893	0.913	0.720
MPI-ESM1-2-HR_BARPA	[-]	14.2	14.2	13.1	1.06	1.85	1.10	0.572	0.572	0.900	0.980	0.719
MPI-ESM1-2-HR_CMIP6	[-]	10.6	10.6	13.0	-2.48	2.73	1.77	0.309	0.573	0.797	0.824	0.615
NorESM2-MM_BARPA	[-]	11.9	11.9	13.1	-1.19	2.23	2.91	0.521	0.495	0.507	0.990	0.602
NorESM2-MM_CCAM	[-]	11.7	11.7	13.1	-1.44	2.18	2.42	0.502	0.510	0.644	0.844	0.602
NorESM2-MM_CMIP6	[-]	7.72	7.72	13.3	-5.57	5.71	2.09	0.0707	0.535	0.722	0.378	0.448

	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	[-]	12.1
ACCESS-CM2_BARPA	[-]	9.21	9.21	12.1	-2.90	3.09	1.30	0.250	0.594	0.876	0.982	0.660
ACCESS-CM2_CCAM	[-]	11.7	11.7	12.1	-0.443	1.70	1.42	0.666	0.498	0.855	0.958	0.695
ACCESS-CM2_CMIP6	[-]	6.91	6.91	11.7	-4.80	4.99	1.02	0.0983	0.496	0.903	0.410	0.480
ACCESS-ESM1-5_BARPA	[-]	9.33	9.33	12.1	-2.78	2.94	1.04	0.271	0.639	0.896	0.959	0.681
ACCESS-ESM1-5_CCAM	[-]	10.9	10.9	12.1	-1.19	1.73	0.910	0.558	0.586	0.909	0.975	0.723
ACCESS-ESM1-5_CMIP6	[-]	8.40	8.40	12.4	-3.97	4.09	0.765	0.116	0.568	0.949	0.705	0.581
CESM2_BARPA	[-]	9.13	9.13	12.1	-2.98	3.08	0.953	0.237	0.686	0.903	0.978	0.698
CESM2_CCAM	[-]	12.2	12.2	12.1	0.0354	1.46	1.68	0.668	0.570	0.800	0.914	0.704
CMCC-ESM2_BARPA	[-]	9.14	9.14	12.1	-2.97	3.10	1.26	0.243	0.653	0.860	0.954	0.673
CMCC-ESM2_CCAM	[-]	10.6	10.6	12.1	-1.49	1.75	0.864	0.492	0.698	0.915	0.992	0.759
CMCC-ESM2_CMIP6	[-]	8.72	8.72	12.1	-3.42	3.54	0.780	0.175	0.642	0.916	0.868	0.648
CNRM-ESM2-1_CCAM	[-]	11.6	11.6	12.1	-0.502	1.88	1.11	0.653	0.452	0.891	0.949	0.680
CNRM-ESM2-1_CMIP6	[-]	9.15	9.15	11.8	-2.64	2.90	1.03	0.241	0.504	0.908	0.657	0.563
EC-Earth3_BARPA	[-]	9.79	9.79	12.1	-2.32	2.61	1.62	0.358	0.586	0.821	0.882	0.646
EC-Earth3_CCAM	[-]	11.8	11.8	12.1	-0.371	1.44	1.21	0.664	0.587	0.876	0.921	0.727
EC-Earth3_CMIP6	[-]	10.6	10.6	12.1	-1.48	1.66	0.572	0.513	0.722	0.946	0.728	0.726
ERA5_BARPA	[-]	9.04	9.04	12.1	-3.07	3.24	1.30	0.229	0.611	0.845	0.973	0.654
ERA5_CCAM	[-]	11.1	11.1	12.1	-0.992	1.66	1.13	0.597	0.573	0.875	0.975	0.719
MPI-ESM1-2-HR_BARPA	[-]	10.5	10.5	12.1	-1.63	2.15	1.57	0.489	0.552	0.810	0.899	0.660
MPI-ESM1-2-HR_CMIP6	[-]	9.03	9.03	12.0	-2.94	3.15	1.44	0.229	0.570	0.827	0.717	0.583
NorESM2-MM_BARPA	[-]	8.72	8.72	12.1	-3.40	3.54	1.71	0.187	0.608	0.768	0.993	0.633
NorESM2-MM_CCAM	[-]	10.9	10.9	12.1	-1.27	1.82	1.84	0.535	0.570	0.760	0.981	0.683
NorESM2-MM_CMIP6	[-]	8.06	8.06	12.1	-4.08	4.19	1.81	0.112	0.617	0.747	0.989	0.616

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.5
ACCESS-CM2_BARPA	[-]	14.0	14.0	13.5	0.578	1.68	1.28	0.697	0.570	0.881	0.944	0.732
ACCESS-CM2_CCAM	[-]	14.0	14.0	13.5	0.494	1.87	1.40	0.678	0.524	0.861	0.932	0.704
ACCESS-CM2_CMIP6	[-]	10.2	10.2	13.3	-3.07	3.38	1.28	0.281	0.560	0.872	0.925	0.639
ACCESS-ESM1-5_BARPA	[-]	13.8	13.8	13.5	0.363	1.37	1.02	0.734	0.637	0.912	0.940	0.772
ACCESS-ESM1-5_CCAM	[-]	12.8	12.8	13.5	-0.688	1.85	1.50	0.696	0.535	0.845	0.909	0.704
ACCESS-ESM1-5_CMIP6	[-]	9.93	9.93	13.2	-3.32	3.61	1.37	0.244	0.543	0.868	0.909	0.621
CESM2_BARPA	[-]	14.8	14.8	13.5	1.39	1.93	0.914	0.568	0.638	0.908	0.941	0.739
CESM2_CCAM	[-]	13.9	13.9	13.5	0.469	1.69	1.55	0.688	0.566	0.835	0.914	0.714
CMCC-ESM2_BARPA	[-]	15.1	15.1	13.5	1.62	2.14	0.888	0.526	0.627	0.926	0.953	0.732
CMCC-ESM2_CCAM	[-]	12.9	12.9	13.5	-0.563	1.29	0.843	0.710	0.721	0.932	0.938	0.804
CMCC-ESM2_CMIP6	[-]	8.11	8.11	13.4	-5.30	5.36	0.468	0.108	0.714	0.969	0.992	0.699
CNRM-ESM2-1_CCAM	[-]	13.5	13.5	13.5	0.0791	1.52	1.15	0.700	0.634	0.898	0.962	0.765
CNRM-ESM2-1_CMIP6	[-]	12.6	12.6	13.2	-0.659	1.18	0.679	0.727	0.727	0.955	0.999	0.827
EC-Earth3_BARPA	[-]	15.1	15.1	13.5	1.67	2.06	0.759	0.512	0.640	0.938	0.959	0.738
EC-Earth3_CCAM	[-]	13.2	13.2	13.5	-0.283	1.46	0.994	0.744	0.634	0.917	0.973	0.780
EC-Earth3_CMIP6	[-]	11.5	11.5	13.4	-1.94	2.33	0.972	0.446	0.603	0.917	0.837	0.681
ERA5_BARPA	[-]	14.1	14.1	13.5	0.633	1.31	0.367	0.702	0.704	0.975	0.933	0.804
ERA5_CCAM	[-]	12.8	12.8	13.5	-0.701	1.24	0.616	0.709	0.735	0.957	0.941	0.815
MPI-ESM1-2-HR_BARPA	[-]	15.4	15.4	13.5	1.92	2.37	1.23	0.460	0.580	0.885	0.986	0.698
MPI-ESM1-2-HR_CMIP6	[-]	10.3	10.3	13.4	-3.12	3.33	1.38	0.294	0.654	0.860	0.991	0.691
NorESM2-MM_BARPA	[-]	14.0	14.0	13.5	0.507	1.60	1.09	0.698	0.602	0.863	0.902	0.734
NorESM2-MM_CCAM	[-]	11.7	11.7	13.5	-1.73	2.08	0.818	0.509	0.647	0.929	0.885	0.723
NorESM2-MM_CMIP6	[-]	7.97	7.97	13.4	-5.44	5.56	0.782	0.0920	0.611	0.942	0.767	0.605

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.5
ACCESS-CM2_BARPA	[-]	13.6	13.6	13.5	0.156	1.83	1.41	0.740	0.575	0.860	0.997	0.750
ACCESS-CM2_CCAM	[-]	13.0	13.0	13.5	-0.486	2.22	2.10	0.698	0.495	0.725	0.979	0.678
ACCESS-CM2_CMIP6	[-]	9.85	9.85	13.3	-3.50	3.93	1.51	0.280	0.523	0.842	0.917	0.617
ACCESS-ESM1-5_BARPA	[-]	13.8	13.8	13.5	0.350	1.68	1.46	0.738	0.614	0.842	0.993	0.760
ACCESS-ESM1-5_CCAM	[-]	12.8	12.8	13.5	-0.738	2.35	1.99	0.661	0.484	0.750	0.985	0.673
ACCESS-ESM1-5_CMIP6	[-]	10.2	10.2	13.5	-3.26	3.70	1.66	0.305	0.537	0.806	0.978	0.633
CESM2_BARPA	[-]	14.7	14.7	13.5	1.24	2.21	2.01	0.598	0.575	0.705	0.985	0.688
CESM2_CCAM	[-]	14.1	14.1	13.5	0.580	2.18	2.08	0.732	0.497	0.734	0.998	0.691
CMCC-ESM2_BARPA	[-]	14.6	14.6	13.5	1.15	2.31	2.68	0.613	0.547	0.556	0.985	0.650
CMCC-ESM2_CCAM	[-]	12.1	12.1	13.5	-1.40	2.07	1.20	0.552	0.675	0.881	0.937	0.744
CMCC-ESM2_CMIP6	[-]	7.96	7.96	13.4	-5.47	5.54	0.546	0.131	0.726	0.949	0.974	0.701
CNRM-ESM2-1_CCAM	[-]	13.1	13.1	13.5	-0.371	1.51	1.16	0.723	0.667	0.897	0.985	0.788
CNRM-ESM2-1_CMIP6	[-]	12.7	12.7	13.5	-0.787	1.59	0.894	0.665	0.715	0.923	0.875	0.779
EC-Earth3_BARPA	[-]	14.6	14.6	13.5	1.16	2.07	1.08	0.615	0.601	0.907	0.975	0.740
EC-Earth3_CCAM	[-]	12.4	12.4	13.5	-1.10	2.14	1.22	0.614	0.560	0.890	0.988	0.722
EC-Earth3_CMIP6	[-]	11.5	11.5	13.4	-1.92	2.80	1.10	0.482	0.553	0.909	0.990	0.697
ERA5_BARPA	[-]	13.9	13.9	13.5	0.429	1.51	0.603	0.739	0.665	0.958	0.989	0.803
ERA5_CCAM	[-]	12.5	12.5	13.5	-1.01	1.67	0.792	0.631	0.709	0.940	0.989	0.796
MPI-ESM1-2-HR_BARPA	[-]	14.9	14.9	13.5	1.39	2.25	1.27	0.567	0.588	0.872	0.972	0.717
MPI-ESM1-2-HR_CMIP6	[-]	10.3	10.3	13.5	-3.22	3.47	1.15	0.329	0.652	0.870	0.942	0.689
NorESM2-MM_BARPA	[-]	13.4	13.4	13.5	-0.0527	1.73	0.996	0.743	0.600	0.872	0.997	0.763
NorESM2-MM_CCAM	[-]	11.8	11.8	13.5	-1.71	2.27	1.07	0.521	0.644	0.919	0.954	0.736
NorESM2-MM_CMIP6	[-]	8.28	8.28	13.4	-5.14	5.35	0.981	0.147	0.585	0.923	0.954	0.639

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.4
ACCESS-CM2_BARPA	[-]	11.4	11.4	13.4	-2.06	2.47	0.216	0.446	0.603	0.985	0.902	0.708
ACCESS-CM2_CCAM	[-]	12.8	12.8	13.4	-0.644	1.54	0.806	0.717	0.610	0.907	0.992	0.767
ACCESS-CM2_CMIP6	[-]	9.77	9.77	13.4	-3.64	3.69	0.933	0.220	0.782	0.887	0.913	0.717
ACCESS-ESM1-5_BARPA	[-]	12.1	12.1	13.4	-1.39	1.91	0.438	0.596	0.630	0.970	0.855	0.736
ACCESS-ESM1-5_CCAM	[-]	12.5	12.5	13.4	-0.922	1.61	0.945	0.671	0.672	0.878	0.939	0.767
ACCESS-ESM1-5_CMIP6	[-]	10.1	10.1	13.3	-3.27	3.37	1.95	0.253	0.728	0.728	0.948	0.677
CESM2_BARPA	[-]	11.5	11.5	13.4	-1.94	2.37	0.579	0.472	0.611	0.962	0.872	0.706
CESM2_CCAM	[-]	13.4	13.4	13.4	-0.0219	0.971	0.488	0.793	0.758	0.950	0.978	0.847
CMCC-ESM2_BARPA	[-]	11.7	11.7	13.4	-1.74	2.36	0.817	0.512	0.560	0.946	0.886	0.693
CMCC-ESM2_CCAM	[-]	11.8	11.8	13.4	-1.67	1.85	0.209	0.537	0.820	0.980	0.906	0.813
CMCC-ESM2_CMIP6	[-]	9.29	9.29	13.3	-3.97	4.08	0.944	0.224	0.712	0.856	0.921	0.685
CNRM-ESM2-1_CCAM	[-]	12.5	12.5	13.4	-0.963	1.58	1.71	0.669	0.717	0.803	0.888	0.759
CNRM-ESM2-1_CMIP6	[-]	11.6	11.6	13.3	-1.71	1.87	2.25	0.499	0.752	0.690	0.965	0.732
EC-Earth3_BARPA	[-]	12.9	12.9	13.4	-0.554	1.30	0.731	0.768	0.688	0.923	0.820	0.777
EC-Earth3_CCAM	[-]	12.8	12.8	13.4	-0.627	1.31	1.42	0.695	0.772	0.839	0.865	0.789
EC-Earth3_CMIP6	[-]	11.6	11.6	13.4	-1.75	1.94	1.73	0.487	0.737	0.804	0.919	0.737
ERA5_BARPA	[-]	11.3	11.3	13.4	-2.10	2.45	0.0464	0.438	0.635	0.996	0.916	0.724
ERA5_CCAM	[-]	12.1	12.1	13.5	-1.32	1.65	0.0582	0.606	0.775	0.995	0.908	0.812
MPI-ESM1-2-HR_BARPA	[-]	12.3	12.3	13.4	-1.16	2.07	0.143	0.643	0.543	0.990	0.823	0.708
MPI-ESM1-2-HR_CMIP6	[-]	9.78	9.78	13.4	-3.66	3.71	0.821	0.223	0.803	0.940	0.985	0.751
NorESM2-MM_BARPA	[-]	11.0	11.0	13.4	-2.45	2.91	0.656	0.375	0.555	0.957	0.932	0.675
NorESM2-MM_CCAM	[-]	11.5	11.5	13.4	-1.96	2.21	0.0681	0.485	0.724	0.995	0.941	0.774
NorESM2-MM_CMIP6	[-]	8.30	8.30	13.3	-4.96	5.01	0.462	0.137	0.742	0.969	0.996	0.717

	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	[-]	14.9
ACCESS-CM2_BARPA	[-]	14.1	14.1	14.9	-0.841	1.68	1.26	0.596	0.534	0.878	0.981	0.705
ACCESS-CM2_CCAM	[-]	14.5	14.5	14.9	-0.399	1.59	1.58	0.728	0.489	0.824	0.999	0.706
ACCESS-CM2_CMIP6	[-]	10.9	10.9	14.9	-4.04	4.17	1.23	0.128	0.630	0.882	0.998	0.653
ACCESS-ESM1-5_BARPA	[-]	14.5	14.5	14.9	-0.434	1.35	1.21	0.680	0.605	0.882	0.965	0.747
ACCESS-ESM1-5_CCAM	[-]	14.3	14.3	14.9	-0.571	1.60	1.39	0.662	0.543	0.856	0.873	0.695
ACCESS-ESM1-5_CMIP6	[-]	11.4	11.4	14.9	-3.53	3.67	1.17	0.166	0.618	0.888	0.988	0.656
CESM2_BARPA	[-]	14.7	14.7	14.9	-0.209	1.45	2.22	0.703	0.549	0.685	0.945	0.686
CESM2_CCAM	[-]	15.2	15.2	14.9	0.326	1.39	1.82	0.720	0.561	0.777	0.950	0.714
CMCC-ESM2_BARPA	[-]	14.7	14.7	14.9	-0.254	1.82	4.27	0.691	0.440	0.279	0.955	0.561
CMCC-ESM2_CCAM	[-]	13.5	13.5	14.9	-1.42	1.79	1.66	0.506	0.610	0.789	0.999	0.703
CMCC-ESM2_CMIP6	[-]	9.95	9.95	14.9	-4.95	5.04	0.511	0.0831	0.661	0.963	0.705	0.615
CNRM-ESM2-1_CCAM	[-]	14.6	14.6	14.9	-0.275	1.16	1.12	0.734	0.640	0.902	0.947	0.772
CNRM-ESM2-1_CMIP6	[-]	12.4	12.4	14.9	-2.47	2.56	0.685	0.304	0.772	0.953	0.882	0.736
EC-Earth3_BARPA	[-]	15.4	15.4	14.9	0.503	1.09	0.869	0.708	0.710	0.916	0.992	0.807
EC-Earth3_CCAM	[-]	14.7	14.7	14.9	-0.209	1.06	0.997	0.724	0.706	0.915	0.907	0.791
EC-Earth3_CMIP6	[-]	13.4	13.4	14.9	-1.46	1.79	0.586	0.521	0.655	0.954	0.738	0.704
ERA5_BARPA	[-]	14.4	14.4	14.9	-0.533	1.44	1.36	0.657	0.577	0.812	0.972	0.719
ERA5_CCAM	[-]	14.4	14.4	14.9	-0.509	1.23	0.907	0.678	0.682	0.924	0.846	0.762
MPI-ESM1-2-HR_BARPA	[-]	15.4	15.4	14.9	0.491	1.12	1.11	0.720	0.684	0.885	0.991	0.793
MPI-ESM1-2-HR_CMIP6	[-]	11.1	11.1	14.9	-3.79	3.83	0.738	0.144	0.787	0.940	0.996	0.731
NorESM2-MM_BARPA	[-]	13.6	13.6	14.9	-1.33	2.37	4.14	0.500	0.391	0.301	0.977	0.512
NorESM2-MM_CCAM	[-]	13.1	13.1	14.9	-1.81	2.31	2.22	0.417	0.522	0.676	0.951	0.617
NorESM2-MM_CMIP6	[-]	9.48	9.48	14.9	-5.42	5.51	1.83	0.0625	0.623	0.746	0.937	0.598

	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	[-]	13.7	13.7	14.5	-0.775	1.71	1.14	0.631	0.492	0.872	0.989	0.695
ACCESS-CM2_CCAM	[-]	15.1	15.1	14.5	0.580	1.64	1.40	0.690	0.486	0.824	0.996	0.696
ACCESS-CM2_CMIP6	[-]	10.9	10.9	14.5	-3.62	3.69	1.23	0.151	0.705	0.861	0.957	0.676
ACCESS-ESM1-5_BARPA	[-]	14.4	14.4	14.5	-0.0524	1.34	1.30	0.722	0.572	0.840	0.980	0.737
ACCESS-ESM1-5_CCAM	[-]	15.2	15.2	14.5	0.747	1.66	1.28	0.658	0.508	0.853	0.965	0.699
ACCESS-ESM1-5_CMIP6	[-]	11.6	11.6	14.4	-2.82	2.91	1.23	0.239	0.693	0.859	0.939	0.684
CESM2_BARPA	[-]	14.2	14.2	14.5	-0.299	1.56	1.70	0.705	0.500	0.755	0.941	0.680
CESM2_CCAM	[-]	15.5	15.5	14.5	1.06	1.75	1.80	0.573	0.518	0.740	0.991	0.668
CMCC-ESM2_BARPA	[-]	14.0	14.0	14.5	-0.443	2.02	2.15	0.685	0.386	0.670	0.954	0.616
CMCC-ESM2_CCAM	[-]	14.1	14.1	14.5	-0.418	1.28	1.34	0.692	0.601	0.834	0.996	0.745
CMCC-ESM2_CMIP6	[-]	10.2	10.2	14.4	-4.29	4.34	1.29	0.114	0.724	0.846	0.717	0.625
CNRM-ESM2-1_CCAM	[-]	14.8	14.8	14.5	0.353	1.20	1.22	0.743	0.595	0.871	0.999	0.761
CNRM-ESM2-1_CMIP6	[-]	12.8	12.8	14.5	-1.71	1.90	1.49	0.445	0.728	0.795	0.957	0.731
EC-Earth3_BARPA	[-]	15.1	15.1	14.5	0.616	1.28	1.29	0.693	0.616	0.843	0.990	0.752
EC-Earth3_CCAM	[-]	15.3	15.3	14.5	0.854	1.23	1.25	0.630	0.689	0.871	0.996	0.775
EC-Earth3_CMIP6	[-]	13.6	13.6	14.5	-0.852	1.22	1.18	0.634	0.704	0.884	0.964	0.778
ERA5_BARPA	[-]	13.8	13.8	14.5	-0.735	1.71	1.29	0.642	0.484	0.811	0.976	0.679
ERA5_CCAM	[-]	15.0	15.0	14.5	0.550	1.30	1.14	0.690	0.610	0.858	0.967	0.747
MPI-ESM1-2-HR_BARPA	[-]	14.8	14.8	14.5	0.335	1.48	1.11	0.732	0.520	0.887	0.974	0.727
MPI-ESM1-2-HR_CMIP6	[-]	11.6	11.6	14.5	-2.92	2.99	1.15	0.216	0.747	0.873	0.990	0.714
NorESM2-MM_BARPA	[-]	13.0	13.0	14.5	-1.47	2.30	1.86	0.468	0.418	0.709	0.997	0.602
NorESM2-MM_CCAM	[-]	13.8	13.8	14.5	-0.687	1.92	1.65	0.631	0.424	0.763	0.998	0.648
NorESM2-MM_CMIP6	[-]	10.1	10.1	14.4	-4.37	4.58	1.69	0.102	0.509	0.743	0.911	0.555

	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	[-]	9.93
ACCESS-CM2_BARPA	[-]	7.81	7.81	9.88	-2.07	2.21	0.492	0.280	0.644	0.953	0.980	0.700
ACCESS-CM2_CCAM	[-]	9.89	9.89	9.91	-0.0172	1.62	0.570	0.599	0.438	0.948	0.906	0.666
ACCESS-CM2_CMIP6	[-]	5.24	5.24	9.25	-4.01	4.05	0.983	0.0683	0.734	0.937	0.829	0.660
ACCESS-ESM1-5_BARPA	[-]	8.08	8.08	9.88	-1.80	2.03	0.573	0.334	0.588	0.941	0.966	0.683
ACCESS-ESM1-5_CCAM	[-]	9.71	9.71	9.91	-0.200	1.53	0.901	0.616	0.460	0.889	0.914	0.668
ACCESS-ESM1-5_CMIP6	[-]	3.54	3.54	8.38	-4.85	4.90	1.03	0.00503	0.463	0.930	1.00	0.572
CESM2_BARPA	[-]	7.70	7.70	9.88	-2.18	2.30	0.571	0.258	0.647	0.947	0.989	0.697
CESM2_CCAM	[-]	9.39	9.39	9.91	-0.516	1.44	0.593	0.583	0.528	0.941	0.939	0.704
CMCC-ESM2_BARPA	[-]	7.88	7.88	9.88	-2.00	2.08	0.529	0.295	0.734	0.948	0.985	0.739
CMCC-ESM2_CCAM	[-]	9.49	9.49	9.91	-0.421	1.19	0.572	0.588	0.650	0.946	0.949	0.757
CMCC-ESM2_CMIP6	[-]	5.04	5.04	9.53	-4.49	4.51	0.495	0.0833	0.733	0.968	0.455	0.594
CNRM-ESM2-1_CCAM	[-]	9.91	9.91	9.91	0.00763	1.58	1.57	0.594	0.449	0.816	0.926	0.647
CNRM-ESM2-1_CMIP6	[-]	5.57	5.57	9.11	-3.54	3.59	1.03	0.0436	0.613	0.930	0.928	0.626
EC-Earth3_BARPA	[-]	8.33	8.33	9.88	-1.55	1.72	0.560	0.401	0.683	0.934	0.935	0.727
EC-Earth3_CCAM	[-]	9.68	9.68	9.91	-0.232	1.33	0.839	0.609	0.552	0.904	0.914	0.706
EC-Earth3_CMIP6	[-]	8.09	8.09	9.84	-1.75	1.84	1.35	0.326	0.713	0.872	0.796	0.684
ERA5_BARPA	[-]	7.77	7.77	9.88	-2.11	2.20	0.514	0.276	0.707	0.951	0.984	0.725
ERA5_CCAM	[-]	9.80	9.80	9.91	-0.107	1.36	0.540	0.605	0.546	0.950	0.904	0.710
MPI-ESM1-2-HR_BARPA	[-]	8.00	8.00	9.88	-1.89	2.10	0.513	0.316	0.586	0.950	0.981	0.684
MPI-ESM1-2-HR_CMIP6	[-]	6.67	6.67	10.1	-3.40	3.54	0.325	0.0926	0.523	0.979	0.737	0.571
NorESM2-MM_BARPA	[-]	7.61	7.61	9.88	-2.27	2.34	0.569	0.248	0.714	0.945	0.991	0.723
NorESM2-MM_CCAM	[-]	9.46	9.46	9.91	-0.444	1.53	0.556	0.609	0.474	0.948	0.911	0.683
NorESM2-MM_CMIP6	[-]	5.23	5.23	9.53	-4.30	4.33	0.00	0.0342	0.685	1.00	0.754	0.631

	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	[-]	8.46
ACCESS-CM2_BARPA	[-]	6.06	6.06	8.46	-2.40	2.45	0.319	0.250	0.777	0.964	0.986	0.751
ACCESS-CM2_CCAM	[-]	7.85	7.85	8.46	-0.611	1.25	0.420	0.605	0.656	0.972	0.937	0.765
ACCESS-CM2_CMIP6	[-]	2.84	2.84	7.78	-4.94	4.97	0.00	0.0344	0.684	1.00	1.00	0.681
ACCESS-ESM1-5_BARPA	[-]	6.14	6.14	8.46	-2.32	2.39	0.898	0.265	0.753	0.926	0.977	0.735
ACCESS-ESM1-5_CCAM	[-]	7.27	7.27	8.46	-1.20	1.55	0.838	0.494	0.674	0.945	0.931	0.744
ACCESS-ESM1-5_CMIP6	[-]	4.68	4.68	8.91	-4.23	4.33	0.983	0.0628	0.616	0.937	0.424	0.531
CESM2_BARPA	[-]	6.05	6.05	8.46	-2.41	2.46	0.726	0.242	0.735	0.939	0.992	0.729
CESM2_CCAM	[-]	7.28	7.28	8.46	-1.18	1.48	1.30	0.508	0.698	0.850	0.965	0.743
CMCC-ESM2_BARPA	[-]	6.19	6.19	8.46	-2.27	2.31	0.931	0.275	0.776	0.930	0.987	0.749
CMCC-ESM2_CCAM	[-]	7.94	7.95	8.46	-0.520	1.11	0.881	0.601	0.746	0.942	0.957	0.799
CMCC-ESM2_CMIP6	[-]	4.87	4.87	8.44	-3.57	3.62	0.651	0.294	0.700	0.958	0.267	0.584
CNRM-ESM2-1_CCAM	[-]	7.49	7.49	8.46	-0.971	1.40	1.31	0.512	0.699	0.869	0.925	0.741
CNRM-ESM2-1_CMIP6	[-]	5.22	5.22	8.20	-2.98	3.00	2.02	0.122	0.754	0.752	0.915	0.660
EC-Earth3_BARPA	[-]	6.49	6.49	8.46	-1.97	2.03	0.420	0.347	0.790	0.958	0.956	0.768
EC-Earth3_CCAM	[-]	7.65	7.65	8.46	-0.812	1.23	0.831	0.559	0.742	0.946	0.932	0.784
EC-Earth3_CMIP6	[-]	7.26	7.26	8.37	-1.11	1.23	0.371	0.540	0.757	0.976	0.907	0.788
ERA5_BARPA	[-]	6.28	6.28	8.46	-2.18	2.22	0.755	0.285	0.801	0.940	0.991	0.764
ERA5_CCAM	[-]	7.98	7.98	8.47	-0.485	1.06	0.828	0.628	0.735	0.946	0.945	0.798
MPI-ESM1-2-HR_BARPA	[-]	6.10	6.10	8.46	-2.36	2.43	0.926	0.255	0.738	0.928	0.989	0.730
MPI-ESM1-2-HR_CMIP6	[-]	5.05	5.05	8.10	-3.04	3.09	0.591	0.159	0.697	0.962	0.868	0.676
NorESM2-MM_BARPA	[-]	6.09	6.09	8.46	-2.37	2.41	0.804	0.255	0.773	0.934	0.991	0.745
NorESM2-MM_CCAM	[-]	7.43	7.43	8.46	-1.03	1.42	0.754	0.544	0.663	0.950	0.949	0.754
NorESM2-MM_CMIP6	[-]	4.94	4.94	8.44	-3.50	3.52	0.983	0.138	0.774	0.937	0.657	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	[-]	11.1
ACCESS-CM2_BARPA	[-]	8.37	8.37	11.1	-2.76	2.95	0.800	0.261	0.627	0.901	0.970	0.677
ACCESS-CM2_CCAM	[-]	11.3	11.3	11.1	0.162	1.91	1.13	0.567	0.423	0.855	0.996	0.653
ACCESS-CM2_CMIP6	[-]	6.58	6.58	10.4	-3.82	3.94	1.04	0.101	0.509	0.891	0.605	0.523
ACCESS-ESM1-5_BARPA	[-]	8.83	8.83	11.1	-2.30	2.61	0.995	0.331	0.612	0.904	0.948	0.682
ACCESS-ESM1-5_CCAM	[-]	11.1	11.1	11.1	-0.0368	1.78	1.11	0.581	0.450	0.855	0.996	0.666
ACCESS-ESM1-5_CMIP6	[-]	6.34	6.34	10.7	-4.40	4.54	2.05	0.0525	0.463	0.722	0.663	0.473
CESM2_BARPA	[-]	8.29	8.29	11.1	-2.84	2.97	0.620	0.240	0.686	0.918	0.984	0.703
CESM2_CCAM	[-]	11.7	11.7	11.1	0.617	1.88	0.820	0.558	0.448	0.895	0.984	0.667
CMCC-ESM2_BARPA	[-]	8.31	8.31	11.1	-2.82	2.92	0.526	0.253	0.719	0.931	0.981	0.721
CMCC-ESM2_CCAM	[-]	10.3	10.3	11.1	-0.790	1.57	0.751	0.510	0.665	0.888	0.983	0.742
CMCC-ESM2_CMIP6	[-]	6.50	6.50	10.7	-4.16	4.24	1.36	0.0876	0.644	0.809	0.914	0.620
CNRM-ESM2-1_CCAM	[-]	11.3	11.3	11.1	0.205	1.92	1.82	0.577	0.417	0.781	0.994	0.637
CNRM-ESM2-1_CMIP6	[-]	7.58	7.58	10.7	-3.08	3.20	2.05	0.183	0.608	0.745	0.836	0.596
EC-Earth3_BARPA	[-]	8.83	8.83	11.1	-2.30	2.62	1.19	0.322	0.614	0.864	0.930	0.669
EC-Earth3_CCAM	[-]	11.1	11.1	11.1	-0.0347	1.69	1.70	0.572	0.491	0.801	0.996	0.670
EC-Earth3_CMIP6	[-]	10.1	10.1	11.3	-1.19	1.64	1.96	0.558	0.634	0.756	0.570	0.630
ERA5_BARPA	[-]	8.18	8.18	11.1	-2.95	3.06	0.564	0.232	0.675	0.918	0.979	0.696
ERA5_CCAM	[-]	10.7	10.7	11.1	-0.430	1.61	0.709	0.556	0.543	0.894	0.994	0.706
MPI-ESM1-2-HR_BARPA	[-]	9.05	9.05	11.1	-2.08	2.52	0.709	0.358	0.542	0.903	0.943	0.658
MPI-ESM1-2-HR_CMIP6	[-]	8.88	8.88	11.4	-2.54	2.98	0.690	0.241	0.427	0.904	0.520	0.504
NorESM2-MM_BARPA	[-]	7.99	7.99	11.1	-3.14	3.23	0.937	0.206	0.692	0.893	0.988	0.694
NorESM2-MM_CCAM	[-]	10.7	10.7	11.1	-0.427	1.66	0.837	0.569	0.514	0.875	0.996	0.694
NorESM2-MM_CMIP6	[-]	6.34	6.34	10.7	-4.32	4.40	1.36	0.0719	0.584	0.790	0.970	0.600

	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	[-]	10.6
ACCESS-CM2_BARPA	[-]	8.80	8.80	10.5	-1.74	1.99	0.624	0.497	0.706	0.955	0.997	0.772
ACCESS-CM2_CCAM	[-]	11.2	11.2	10.6	0.672	1.51	0.0544	0.684	0.604	0.995	0.995	0.777
ACCESS-CM2_CMIP6	[-]	4.28	4.28	9.56	-5.28	5.29	0.328	0.0621	0.834	0.979	0.517	0.645
ACCESS-ESM1-5_BARPA	[-]	9.28	9.28	10.5	-1.27	1.68	0.0714	0.593	0.679	0.990	0.991	0.787
ACCESS-ESM1-5_CCAM	[-]	10.5	10.5	10.6	-0.0471	1.34	0.0676	0.722	0.653	0.993	0.992	0.802
ACCESS-ESM1-5_CMIP6	[-]	8.09	8.09	11.4	-3.28	3.36	0.517	0.279	0.755	0.965	0.998	0.751
CESM2_BARPA	[-]	8.58	8.58	10.5	-1.97	2.15	0.420	0.449	0.727	0.968	0.996	0.773
CESM2_CCAM	[-]	11.1	11.1	10.6	0.489	1.20	0.0869	0.725	0.684	0.993	0.993	0.816
CMCC-ESM2_BARPA	[-]	8.83	8.83	10.5	-1.72	1.92	0.106	0.499	0.742	0.989	0.997	0.794
CMCC-ESM2_CCAM	[-]	10.4	10.4	10.6	-0.191	1.16	0.0338	0.689	0.772	0.998	0.993	0.845
CMCC-ESM2_CMIP6	[-]	6.90	6.90	10.7	-3.75	3.80	0.00	0.217	0.770	1.00	0.768	0.705
CNRM-ESM2-1_CCAM	[-]	10.5	10.5	10.6	-0.0150	1.41	1.32	0.671	0.675	0.865	0.985	0.774
CNRM-ESM2-1_CMIP6	[-]	5.41	5.41	8.87	-3.46	3.48	2.05	0.135	0.806	0.745	1.00	0.698
EC-Earth3_BARPA	[-]	9.87	9.87	10.5	-0.672	1.19	0.121	0.710	0.748	0.986	0.965	0.831
EC-Earth3_CCAM	[-]	10.8	10.8	10.6	0.263	1.32	0.488	0.639	0.737	0.960	0.973	0.809
EC-Earth3_CMIP6	[-]	9.23	9.23	10.4	-1.18	1.40	1.03	0.593	0.755	0.930	0.839	0.775
ERA5_BARPA	[-]	8.73	8.73	10.5	-1.82	1.95	0.0491	0.482	0.797	0.994	0.997	0.813
ERA5_CCAM	[-]	10.4	10.4	10.6	-0.147	1.23	0.0375	0.684	0.743	0.997	0.989	0.831
MPI-ESM1-2-HR_BARPA	[-]	9.01	9.01	10.5	-1.53	1.95	0.0401	0.536	0.642	0.996	0.998	0.763
MPI-ESM1-2-HR_CMIP6	[-]	8.14	8.14	10.5	-2.37	2.58	0.00	0.361	0.683	1.00	0.988	0.743
NorESM2-MM_BARPA	[-]	8.48	8.48	10.5	-2.06	2.20	0.319	0.432	0.761	0.975	0.995	0.785
NorESM2-MM_CCAM	[-]	9.88	9.88	10.6	-0.684	1.30	0.0413	0.683	0.757	0.997	0.997	0.838
NorESM2-MM_CMIP6	[-]	6.58	6.58	10.7	-4.07	4.12	0.00	0.170	0.750	1.00	0.970	0.728

	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	[-]	12.4
ACCESS-CM2_BARPA	[-]	11.5	11.5	12.4	-0.961	2.03	0.667	0.644	0.483	0.906	0.939	0.691
ACCESS-CM2_CCAM	[-]	12.9	12.9	12.4	0.523	1.86	0.673	0.593	0.551	0.917	0.903	0.703
ACCESS-CM2_CMIP6	[-]	7.33	7.33	11.5	-4.16	4.27	0.776	0.136	0.654	0.872	0.666	0.597
ACCESS-ESM1-5_BARPA	[-]	12.2	12.2	12.4	-0.252	1.78	0.540	0.735	0.503	0.929	0.893	0.713
ACCESS-ESM1-5_CCAM	[-]	12.1	12.1	12.4	-0.248	1.87	0.713	0.578	0.598	0.919	0.831	0.705
ACCESS-ESM1-5_CMIP6	[-]	10.5	10.5	12.9	-2.36	2.48	1.03	0.352	0.720	0.930	0.879	0.720
CESM2_BARPA	[-]	11.5	11.5	12.4	-0.894	1.98	0.807	0.649	0.493	0.903	0.909	0.689
CESM2_CCAM	[-]	13.0	13.0	12.4	0.604	1.70	0.598	0.597	0.616	0.927	0.872	0.726
CMCC-ESM2_BARPA	[-]	11.6	11.6	12.4	-0.789	2.11	0.910	0.674	0.452	0.877	0.910	0.673
CMCC-ESM2_CCAM	[-]	11.5	11.5	12.4	-0.846	1.85	0.478	0.557	0.689	0.922	0.858	0.743
CMCC-ESM2_CMIP6	[-]	7.45	7.45	12.5	-5.03	5.08	0.148	0.125	0.711	0.990	0.557	0.619
CNRM-ESM2-1_CCAM	[-]	11.8	11.8	12.4	-0.575	1.94	1.36	0.544	0.661	0.846	0.810	0.704
CNRM-ESM2-1_CMIP6	[-]	11.2	11.2	12.8	-1.61	2.01	2.25	0.547	0.725	0.695	0.819	0.702
EC-Earth3_BARPA	[-]	13.0	13.0	12.4	0.540	1.73	0.562	0.661	0.556	0.919	0.849	0.708
EC-Earth3_CCAM	[-]	12.2	12.2	12.4	-0.120	1.89	0.930	0.512	0.703	0.898	0.771	0.717
EC-Earth3_CMIP6	[-]	9.86	9.86	12.1	-2.24	2.48	1.54	0.450	0.721	0.831	0.622	0.669
ERA5_BARPA	[-]	11.4	11.4	12.4	-1.01	1.93	0.529	0.629	0.524	0.910	0.939	0.705
ERA5_CCAM	[-]	11.8	11.8	12.4	-0.612	1.92	0.433	0.542	0.680	0.936	0.810	0.730
MPI-ESM1-2-HR_BARPA	[-]	12.1	12.1	12.4	-0.369	1.93	0.579	0.716	0.467	0.921	0.899	0.694
MPI-ESM1-2-HR_CMIP6	[-]	9.70	9.70	12.4	-2.73	2.84	1.03	0.267	0.731	0.931	0.977	0.727
NorESM2-MM_BARPA	[-]	10.9	10.9	12.4	-1.56	2.41	0.779	0.519	0.466	0.893	0.956	0.660
NorESM2-MM_CCAM	[-]	10.9	10.9	12.4	-1.43	2.28	0.519	0.535	0.587	0.916	0.886	0.702
NorESM2-MM_CMIP6	[-]	7.40	7.40	12.5	-5.07	5.24	1.04	0.110	0.587	0.860	0.656	0.560

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.2
ACCESS-CM2_BARPA	[-]	12.0	12.0	13.2	-1.21	1.78	0.720	0.601	0.577	0.939	0.980	0.735
ACCESS-CM2_CCAM	[-]	14.1	14.1	13.2	0.889	1.46	0.530	0.640	0.647	0.954	0.985	0.775
ACCESS-CM2_CMIP6	[-]	9.92	9.92	13.1	-3.20	3.27	0.475	0.296	0.784	0.968	0.723	0.711
ACCESS-ESM1-5_BARPA	[-]	12.9	12.9	13.2	-0.300	1.29	0.394	0.811	0.612	0.960	0.956	0.790
ACCESS-ESM1-5_CCAM	[-]	14.0	14.0	13.2	0.771	1.41	0.526	0.635	0.679	0.953	0.961	0.781
ACCESS-ESM1-5_CMIP6	[-]	10.1	10.1	13.1	-3.01	3.16	1.27	0.312	0.736	0.873	0.567	0.645
CESM2_BARPA	[-]	12.2	12.2	13.2	-0.997	1.73	0.325	0.653	0.566	0.965	0.931	0.736
CESM2_CCAM	[-]	13.9	13.9	13.2	0.656	1.55	0.355	0.679	0.594	0.959	0.918	0.749
CMCC-ESM2_BARPA	[-]	12.3	12.3	13.2	-0.912	1.64	0.342	0.673	0.581	0.961	0.939	0.747
CMCC-ESM2_CCAM	[-]	13.0	13.0	13.2	-0.214	0.909	0.507	0.771	0.785	0.951	0.989	0.856
CMCC-ESM2_CMIP6	[-]	8.78	8.78	13.1	-4.35	4.37	0.716	0.176	0.820	0.916	0.662	0.679
CNRM-ESM2-1_CCAM	[-]	13.3	13.3	13.2	0.0275	1.22	1.02	0.718	0.702	0.895	0.985	0.800
CNRM-ESM2-1_CMIP6	[-]	11.5	11.5	13.1	-1.62	1.82	1.74	0.515	0.781	0.783	0.793	0.730
EC-Earth3_BARPA	[-]	13.0	13.0	13.2	-0.260	1.46	0.840	0.806	0.561	0.932	0.962	0.765
EC-Earth3_CCAM	[-]	13.6	13.6	13.2	0.395	1.25	0.778	0.666	0.726	0.938	0.956	0.802
EC-Earth3_CMIP6	[-]	12.2	12.2	13.3	-1.04	1.37	0.908	0.659	0.721	0.934	0.928	0.792
ERA5_BARPA	[-]	11.9	11.9	13.2	-1.30	1.77	0.377	0.578	0.612	0.958	0.978	0.748
ERA5_CCAM	[-]	13.7	13.7	13.2	0.425	1.21	0.292	0.675	0.733	0.968	0.970	0.816
MPI-ESM1-2-HR_BARPA	[-]	12.7	12.7	13.2	-0.549	1.82	0.796	0.771	0.489	0.936	0.924	0.722
MPI-ESM1-2-HR_CMIP6	[-]	10.6	10.6	13.3	-2.70	2.75	0.767	0.302	0.794	0.945	0.997	0.767
NorESM2-MM_BARPA	[-]	11.5	11.5	13.2	-1.71	2.12	0.359	0.482	0.590	0.960	0.991	0.723
NorESM2-MM_CCAM	[-]	13.2	13.2	13.2	-0.0427	1.41	0.391	0.756	0.612	0.960	0.991	0.786
NorESM2-MM_CMIP6	[-]	8.43	8.43	13.1	-4.70	4.83	0.673	0.147	0.652	0.939	0.658	0.609

	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	[-]	10.2	10.2	10.1	0.123	1.83	1.17	0.555	0.559	0.876	0.745	0.659
ACCESS-CM2_CCAM	[-]	10.9	10.9	10.1	0.797	2.17	1.87	0.538	0.463	0.757	0.844	0.613
ACCESS-CM2_CMIP6	[-]	5.01	5.01	9.90	-4.88	5.06	1.22	0.103	0.569	0.896	0.819	0.591
ACCESS-ESM1-5_BARPA	[-]	9.91	9.91	10.1	-0.193	1.70	1.51	0.596	0.558	0.831	0.783	0.665
ACCESS-ESM1-5_CCAM	[-]	10.1	10.1	10.1	-0.0602	1.80	1.65	0.666	0.490	0.804	0.902	0.670
ACCESS-ESM1-5_CMIP6	[-]	5.65	5.65	9.43	-3.78	3.95	1.27	0.130	0.528	0.887	0.895	0.594
CESM2_BARPA	[-]	11.0	11.0	10.1	0.921	1.84	1.17	0.499	0.651	0.877	0.746	0.685
CESM2_CCAM	[-]	10.7	10.7	10.1	0.624	1.86	1.73	0.588	0.509	0.781	0.896	0.656
CMCC-ESM2_BARPA	[-]	11.0	11.0	10.1	0.876	1.86	1.10	0.495	0.644	0.873	0.724	0.676
CMCC-ESM2_CCAM	[-]	10.2	10.2	10.1	0.125	1.43	1.27	0.650	0.611	0.861	0.923	0.731
CMCC-ESM2_CMIP6	[-]	5.63	5.63	10.0	-4.37	4.45	0.565	0.103	0.665	0.963	0.964	0.672
CNRM-ESM2-1_CCAM	[-]	10.9	10.9	10.1	0.801	1.82	1.03	0.533	0.596	0.892	0.824	0.688
CNRM-ESM2-1_CMIP6	[-]	8.41	8.41	10.2	-1.77	2.20	0.677	0.456	0.689	0.955	0.617	0.681
EC-Earth3_BARPA	[-]	10.9	10.9	10.1	0.785	1.95	0.934	0.550	0.523	0.916	0.814	0.665
EC-Earth3_CCAM	[-]	10.2	10.2	10.1	0.0637	1.56	1.33	0.659	0.564	0.851	0.946	0.717
EC-Earth3_CMIP6	[-]	9.13	9.13	10.3	-1.16	1.73	1.02	0.584	0.557	0.914	0.987	0.720
ERA5_BARPA	[-]	10.1	10.1	10.1	0.0193	1.32	0.504	0.614	0.697	0.947	0.812	0.753
ERA5_CCAM	[-]	10.0	10.0	10.1	-0.0815	1.31	0.901	0.668	0.652	0.904	0.942	0.763
MPI-ESM1-2-HR_BARPA	[-]	10.7	10.7	10.1	0.634	2.07	1.09	0.499	0.528	0.895	0.695	0.629
MPI-ESM1-2-HR_CMIP6	[-]	8.11	8.11	9.78	-1.67	2.11	0.876	0.550	0.638	0.927	0.897	0.730
NorESM2-MM_BARPA	[-]	10.2	10.2	10.1	0.107	1.29	0.932	0.636	0.678	0.884	0.855	0.746
NorESM2-MM_CCAM	[-]	9.24	9.24	10.1	-0.874	1.46	0.946	0.632	0.638	0.909	0.972	0.758
NorESM2-MM_CMIP6	[-]	5.56	5.56	10.0	-4.44	4.64	1.13	0.104	0.502	0.872	0.975	0.591

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:: Interpolated Mean Minimum Temperature

Institution:: Australian Bureau of Meteorology, GPO Box 1289, Melbourne VIC 3001, Australia

History:: Wed May 15 14:05:31 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/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19110101-19111231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19130101-19131231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19140101-19141231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19150101-19151231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19160101-19161231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19170101-19171231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19180101-19181231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19190101-19191231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19200101-19201231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19210101-19211231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19220101-19221231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19230101-19231231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19240101-19241231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19250101-19251231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19260101-19261231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19270101-19271231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19280101-19281231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19290101-19291231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19300101-19301231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19310101-19311231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19320101-19321231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19330101-19331231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19340101-19341231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19350101-19351231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19360101-19361231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19370101-19371231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19380101-19381231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19390101-19391231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19400101-19401231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19410101-19411231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19420101-19421231_daily.nc 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/g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19550101-19551231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19560101-19561231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19570101-19571231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19580101-19581231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19590101-19591231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19600101-19601231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19610101-19611231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19620101-19621231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19630101-19631231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19640101-19641231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19650101-19651231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19660101-19661231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19670101-19671231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19680101-19681231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19690101-19691231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19700101-19701231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19710101-19711231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19720101-19721231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19730101-19731231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19740101-19741231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19750101-19751231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19760101-19761231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19770101-19771231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19780101-19781231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19790101-19791231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19800101-19801231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19810101-19811231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19820101-19821231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19830101-19831231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19840101-19841231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19850101-19851231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19860101-19861231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19870101-19871231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19880101-19881231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19890101-19891231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19900101-19901231_daily.nc 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/g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20030101-20031231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20040101-20041231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20050101-20051231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20060101-20061231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20070101-20071231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20080101-20081231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20090101-20091231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20100101-20101231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20110101-20111231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20120101-20121231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20130101-20131231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20140101-20141231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20150101-20151231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20160101-20161231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20170101-20171231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20180101-20181231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20190101-20191231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20200101-20201231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20210101-20211231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20220101-20221231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20230101-20231231_daily.nc --variable tmax --input_files /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19110101-19111231_daily.nc 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/g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20200101-20201231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20210101-20211231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20220101-20221231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20230101-20231231_daily.nc --variable tmin --drop_time_bounds DTR /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/DTR/v20240411/DTR_AUS-r005_AGCD_historical_none_BOM_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 ?? (http://mpimet.mpg.de/cdi)

Geospatial_lat_min:: -44.525

Geospatial_lat_max:: -9.975

Geospatial_lon_min:: 111.975

Geospatial_lon_max:: 156.275

Time_coverage_start:: 1909-12-31T09:00:00

Time_coverage_end:: 1910-01-01T09:00:00

Original_aifs_header:: SOUTHWEST_LATITUDE: 44.5, SOUTHWEST_LONGITUDE: 112.0, NUMBER_OF_LONGITUDES_IN_GRID: 886, LENGTH_SCALE_FOR_ANALYSIS: 250.0, BUREAU_OF_METEOROLOGY, NUMBER_OF_LATITUDES_IN_GRID: 691, GRID_INCREMENT_OF_LONGITUDE: 0.05, GRID_INCREMENT_OF_LATITUDE: 0.05, ROW_CHANGES_WITH_LONGITUDE, MIN_TEMP_MEAN: 1910010119100101, ANALYSIS_TIME: 2018-08-16 23:47:23 UTC, COLUMN_NUMBER_AT_SOUTHWEST_CORNER: 1, ROW_NUMBER_AT_SOUTHWEST_CORNER: 1, ANALYSIS_VERSION_NUMBER: 2.01, LATITUDE_-_LONGITUDE_GRID

Date_created:: 2018-08-16T23:47:49.140437

Bom-cmp-awap_version:: bom-cmp-awap-1.00-100.1.x86_64

Bom-cmp-util_aifs2nc_version:: bom-cmp-util_aifs2nc-v1.1.0-3.x86_64

Netcdf_version:: 4.3.0 of Jul 16 2013 05:46:56 $

Uuid:: 81b1516b-fb1e-4f37-9a89-22d1793197e2

Keywords_reference:: Global Change Master Directory (GCMD). 2015. GCMD Keywords, Version 8.1. Greenbelt, MD: Global Change Data Center, Science and Exploration Directorate, Goddard Space Flight Center (GSFC) National Aeronautics and Space Administration (NASA). URL:http://gcmd.nasa.gov/learn/keywords.html

Acknowledgment:: The Australian Government, Bureau of Meteorology; The Australian Water Availability Project; The AusCover facility of the Terrestrial Ecosystem Research Network (TERN)

Copyright:: (C) Copyright Commonwealth of Australia 2018, Bureau of Meteorology (ABN 92637 533532), see http://www.bom.gov.au/other/copyright.shtml for terms and conditions of reuse.

Keywords_vocabulary:: GCMD Science Keywords, Version 8.1

Standard_name_vocabulary:: CF Standard Names, v28

Keywords:: Earth Science, Atmosphere, Atmospheric Temperature , Surface Temperature , Maximum/Minimum Temperature

Data_format:: netCDF4 with zlib compression

Cdm_data_type:: Grid

Analysis_components:: mean: the gridded temperature value

Url:: http://www.bom.gov.au/climate/

Licence:: Copyright for any data supplied by the Bureau of Meteorology is held in the Commonwealth of Australia and the purchaser shall give acknowledgement of the source in reference to the data. Apart from dealings under the Copyright Act 1968, the purchaser shall not reproduce (electronically or otherwise), modify or supply (by sale or otherwise) these data without written permission from the supplier.

Id:: Australian Gridded Climate Data (AGCD)

Summary:: The daily minimum temperature station data represents the lowest temperature recorded by a liquid in glass or platinum-resistance digital thermometer over a defined period. Minimum temperature for the previous 24 hours is recorded at 9am local clock time and then recorded against the observed day's date. Temperature data from up to 750 stations across the country are analysed, with limited quality control, onto a 0.05x0.05 degree grid using the technique described in Jones et al. (2009). Weekly mean minimum temperature grids are calculated from the average of the daily grids. Monthly mean minimum temperature grids are analysed from the monthly average of daily minimum temperature station data. Mean minimum temperature grids for periods longer than one month are calculated from the average of the monthly minimum temperature grids.

Naming_authority:: au.gov.bom

Cdo:: Climate Data Operators version 1.7.0 (http://mpimet.mpg.de/cdo)

Icclim_version:: 6.5.0

Project_id:: indices

Frequency:: climdex

Variable_id:: DTR

Mean State

Temporally integrated period mean

Spatially integrated regional mean

All Models

Data Information