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	[-]	2.72
ACCESS-CM2_BARPA	[-]	2.23	2.23	2.72	-0.489	0.628	1.21	0.506	0.656	0.851	0.802	0.694
ACCESS-CM2_CCAM	[-]	2.16	2.16	2.72	-0.558	0.732	2.27	0.464	0.573	0.656	0.700	0.593
ACCESS-CM2_CMIP6	[-]	1.83	1.83	2.72	-0.889	0.961	2.19	0.272	0.579	0.660	0.863	0.591
ACCESS-ESM1-5_BARPA	[-]	2.22	2.22	2.72	-0.498	0.638	1.28	0.503	0.640	0.844	0.856	0.696
ACCESS-ESM1-5_CCAM	[-]	2.11	2.11	2.72	-0.611	0.783	2.47	0.442	0.549	0.634	0.679	0.571
ACCESS-ESM1-5_CMIP6	[-]	1.90	1.90	2.70	-0.809	0.910	2.48	0.315	0.548	0.630	0.837	0.576
CESM2_BARPA	[-]	2.35	2.35	2.72	-0.368	0.575	1.40	0.547	0.639	0.817	0.834	0.695
CESM2_CCAM	[-]	2.05	2.05	2.72	-0.665	0.789	2.07	0.402	0.616	0.689	0.809	0.626
CMCC-ESM2_BARPA	[-]	2.32	2.32	2.72	-0.400	0.607	1.68	0.539	0.613	0.763	0.842	0.674
CMCC-ESM2_CCAM	[-]	2.10	2.10	2.72	-0.615	0.743	1.80	0.433	0.602	0.720	0.755	0.622
CMCC-ESM2_CMIP6	[-]	1.79	1.79	2.71	-0.926	0.985	1.37	0.256	0.629	0.799	0.911	0.645
CNRM-ESM2-1_CCAM	[-]	2.00	2.00	2.72	-0.716	0.864	2.23	0.393	0.547	0.646	0.675	0.561
CNRM-ESM2-1_CMIP6	[-]	1.94	1.94	2.71	-0.779	0.891	2.40	0.345	0.545	0.615	0.694	0.549
EC-Earth3_BARPA	[-]	2.25	2.25	2.72	-0.468	0.648	1.24	0.502	0.628	0.851	0.739	0.670
EC-Earth3_CCAM	[-]	1.95	1.95	2.72	-0.761	0.898	2.14	0.365	0.554	0.661	0.672	0.561
EC-Earth3_CMIP6	[-]	1.79	1.79	2.72	-0.926	0.992	1.76	0.267	0.604	0.737	0.812	0.605
ERA5_BARPA	[-]	2.24	2.24	2.72	-0.471	0.623	1.11	0.516	0.647	0.862	0.804	0.695
ERA5_CCAM	[-]	2.08	2.08	2.72	-0.640	0.773	1.69	0.422	0.584	0.732	0.767	0.618
MPI-ESM1-2-HR_BARPA	[-]	2.49	2.49	2.72	-0.225	0.492	1.15	0.610	0.646	0.857	0.954	0.743
MPI-ESM1-2-HR_CMIP6	[-]	1.92	1.92	2.71	-0.788	0.881	2.12	0.311	0.565	0.674	0.976	0.618
NorESM2-MM_BARPA	[-]	2.23	2.23	2.72	-0.483	0.665	1.68	0.505	0.614	0.770	0.680	0.637
NorESM2-MM_CCAM	[-]	2.12	2.12	2.72	-0.596	0.741	2.00	0.448	0.583	0.702	0.701	0.603
NorESM2-MM_CMIP6	[-]	1.86	1.86	2.71	-0.856	0.935	2.09	0.301	0.589	0.691	0.795	0.593

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.14
ACCESS-CM2_BARPA	[-]	2.26	2.26	3.14	-0.884	0.923	1.18	0.307	0.706	0.858	0.960	0.708
ACCESS-CM2_CCAM	[-]	2.24	2.24	3.14	-0.907	0.974	1.89	0.297	0.625	0.762	0.992	0.664
ACCESS-CM2_CMIP6	[-]	2.09	2.09	3.14	-1.06	1.10	1.97	0.220	0.658	0.718	0.651	0.572
ACCESS-ESM1-5_BARPA	[-]	2.22	2.22	3.14	-0.924	0.964	1.30	0.292	0.697	0.857	0.893	0.686
ACCESS-ESM1-5_CCAM	[-]	2.19	2.19	3.14	-0.959	1.02	1.55	0.276	0.622	0.831	0.999	0.675
ACCESS-ESM1-5_CMIP6	[-]	2.11	2.11	3.14	-1.03	1.07	1.56	0.233	0.661	0.834	0.963	0.671
CESM2_BARPA	[-]	2.38	2.38	3.14	-0.761	0.829	1.48	0.363	0.649	0.837	0.972	0.699
CESM2_CCAM	[-]	2.23	2.23	3.14	-0.916	0.967	1.25	0.294	0.662	0.869	0.977	0.696
CMCC-ESM2_BARPA	[-]	2.34	2.34	3.14	-0.803	0.866	1.46	0.344	0.653	0.825	0.943	0.687
CMCC-ESM2_CCAM	[-]	2.16	2.16	3.14	-0.986	1.03	0.537	0.266	0.673	0.947	0.971	0.710
CMCC-ESM2_CMIP6	[-]	2.04	2.04	3.15	-1.11	1.15	0.357	0.235	0.691	0.958	0.323	0.567
CNRM-ESM2-1_CCAM	[-]	2.09	2.09	3.14	-1.05	1.13	1.17	0.244	0.584	0.842	0.999	0.658
CNRM-ESM2-1_CMIP6	[-]	2.11	2.11	3.14	-1.03	1.09	1.97	0.236	0.590	0.676	0.999	0.621
EC-Earth3_BARPA	[-]	2.34	2.34	3.14	-0.810	0.841	1.29	0.341	0.746	0.863	0.955	0.728
EC-Earth3_CCAM	[-]	2.08	2.08	3.14	-1.06	1.12	0.751	0.240	0.638	0.932	0.983	0.692
EC-Earth3_CMIP6	[-]	1.87	1.87	3.15	-1.27	1.30	0.781	0.174	0.695	0.916	0.876	0.669
ERA5_BARPA	[-]	2.27	2.27	3.15	-0.871	0.908	0.672	0.311	0.708	0.928	0.997	0.733
ERA5_CCAM	[-]	2.17	2.17	3.14	-0.970	1.03	0.383	0.270	0.641	0.955	0.941	0.695
MPI-ESM1-2-HR_BARPA	[-]	2.65	2.65	3.14	-0.499	0.536	0.776	0.530	0.795	0.930	0.808	0.769
MPI-ESM1-2-HR_CMIP6	[-]	2.16	2.16	3.14	-0.988	1.03	0.495	0.262	0.671	0.956	0.561	0.619
NorESM2-MM_BARPA	[-]	2.27	2.27	3.14	-0.876	0.935	1.60	0.309	0.647	0.810	0.996	0.686
NorESM2-MM_CCAM	[-]	2.23	2.23	3.14	-0.909	0.984	1.53	0.295	0.606	0.796	0.979	0.662
NorESM2-MM_CMIP6	[-]	2.06	2.06	3.15	-1.09	1.14	1.77	0.233	0.629	0.768	0.437	0.529

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.64
ACCESS-CM2_BARPA	[-]	2.05	2.05	2.64	-0.586	0.656	1.43	0.431	0.705	0.844	0.844	0.680
ACCESS-CM2_CCAM	[-]	2.18	2.18	2.64	-0.456	0.571	1.52	0.512	0.650	0.823	0.946	0.690
ACCESS-CM2_CMIP6	[-]	1.63	1.63	2.55	-0.917	0.947	1.97	0.192	0.665	0.714	0.984	0.644
ACCESS-ESM1-5_BARPA	[-]	2.00	2.00	2.64	-0.637	0.694	1.62	0.401	0.710	0.793	0.893	0.667
ACCESS-ESM1-5_CCAM	[-]	2.11	2.11	2.64	-0.526	0.621	1.50	0.463	0.641	0.821	0.917	0.671
ACCESS-ESM1-5_CMIP6	[-]	1.78	1.78	2.67	-0.892	0.928	1.50	0.228	0.670	0.817	0.857	0.655
CESM2_BARPA	[-]	2.13	2.13	2.64	-0.513	0.599	1.48	0.472	0.708	0.813	0.813	0.683
CESM2_CCAM	[-]	2.18	2.18	2.64	-0.454	0.566	1.46	0.512	0.664	0.816	0.979	0.702
CMCC-ESM2_BARPA	[-]	2.09	2.09	2.64	-0.546	0.635	1.67	0.452	0.690	0.785	0.815	0.666
CMCC-ESM2_CCAM	[-]	2.09	2.09	2.64	-0.551	0.626	1.22	0.449	0.681	0.844	0.765	0.661
CMCC-ESM2_CMIP6	[-]	1.86	1.86	2.68	-0.825	0.856	1.28	0.279	0.728	0.820	0.981	0.692
CNRM-ESM2-1_CCAM	[-]	2.04	2.04	2.64	-0.600	0.712	2.34	0.417	0.584	0.634	0.857	0.601
CNRM-ESM2-1_CMIP6	[-]	1.87	1.87	2.57	-0.700	0.765	1.91	0.315	0.605	0.702	0.803	0.620
EC-Earth3_BARPA	[-]	2.03	2.03	2.64	-0.607	0.678	1.10	0.419	0.711	0.880	0.752	0.687
EC-Earth3_CCAM	[-]	1.96	1.96	2.64	-0.674	0.760	1.66	0.374	0.613	0.771	0.810	0.626
EC-Earth3_CMIP6	[-]	1.75	1.75	2.66	-0.908	0.944	1.42	0.252	0.673	0.833	0.955	0.657
ERA5_BARPA	[-]	2.04	2.04	2.64	-0.601	0.660	1.16	0.422	0.725	0.869	0.767	0.685
ERA5_CCAM	[-]	2.10	2.10	2.64	-0.541	0.623	1.11	0.452	0.671	0.841	0.807	0.665
MPI-ESM1-2-HR_BARPA	[-]	2.32	2.32	2.64	-0.321	0.476	1.31	0.565	0.723	0.845	0.946	0.745
MPI-ESM1-2-HR_CMIP6	[-]	1.90	1.90	2.62	-0.720	0.761	1.23	0.339	0.684	0.845	0.984	0.699
NorESM2-MM_BARPA	[-]	2.07	2.07	2.64	-0.572	0.650	1.55	0.440	0.705	0.807	0.643	0.649
NorESM2-MM_CCAM	[-]	2.23	2.23	2.64	-0.411	0.540	1.48	0.542	0.646	0.791	0.867	0.677
NorESM2-MM_CMIP6	[-]	1.97	1.97	2.68	-0.713	0.751	1.64	0.344	0.706	0.802	0.994	0.672

	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	[-]	1.79
ACCESS-CM2_BARPA	[-]	1.71	1.71	1.79	-0.0738	0.319	1.72	0.645	0.610	0.776	0.796	0.695
ACCESS-CM2_CCAM	[-]	1.73	1.73	1.79	-0.0543	0.402	3.68	0.629	0.504	0.381	0.514	0.513
ACCESS-CM2_CMIP6	[-]	1.34	1.34	1.79	-0.441	0.540	3.80	0.377	0.483	0.350	0.923	0.534
ACCESS-ESM1-5_BARPA	[-]	1.68	1.68	1.79	-0.105	0.343	1.78	0.635	0.583	0.763	0.815	0.685
ACCESS-ESM1-5_CCAM	[-]	1.70	1.70	1.79	-0.0898	0.436	3.89	0.633	0.446	0.342	0.510	0.489
ACCESS-ESM1-5_CMIP6	[-]	1.44	1.44	1.78	-0.345	0.492	3.69	0.473	0.468	0.361	0.964	0.566
CESM2_BARPA	[-]	1.84	1.84	1.79	0.0506	0.345	1.99	0.622	0.585	0.711	0.848	0.677
CESM2_CCAM	[-]	1.65	1.65	1.79	-0.141	0.464	4.20	0.564	0.453	0.263	0.442	0.440
CMCC-ESM2_BARPA	[-]	1.79	1.79	1.79	0.00413	0.357	2.33	0.637	0.558	0.644	0.900	0.670
CMCC-ESM2_CCAM	[-]	1.57	1.57	1.79	-0.222	0.431	3.28	0.538	0.524	0.433	0.545	0.508
CMCC-ESM2_CMIP6	[-]	1.18	1.18	1.79	-0.605	0.650	2.21	0.263	0.584	0.664	0.904	0.596
CNRM-ESM2-1_CCAM	[-]	1.56	1.56	1.79	-0.231	0.503	4.17	0.570	0.408	0.286	0.586	0.461
CNRM-ESM2-1_CMIP6	[-]	1.55	1.55	1.76	-0.211	0.440	4.70	0.588	0.414	0.209	0.921	0.521
EC-Earth3_BARPA	[-]	1.80	1.80	1.79	0.0144	0.346	1.78	0.642	0.565	0.758	0.873	0.689
EC-Earth3_CCAM	[-]	1.55	1.55	1.79	-0.236	0.491	3.96	0.538	0.441	0.316	0.450	0.436
EC-Earth3_CMIP6	[-]	1.25	1.25	1.78	-0.528	0.587	3.00	0.309	0.563	0.503	0.586	0.494
ERA5_BARPA	[-]	1.73	1.73	1.79	-0.0575	0.325	1.52	0.649	0.600	0.803	0.816	0.702
ERA5_CCAM	[-]	1.58	1.58	1.79	-0.206	0.446	3.42	0.563	0.482	0.419	0.558	0.501
MPI-ESM1-2-HR_BARPA	[-]	1.83	1.83	1.79	0.0483	0.347	1.71	0.623	0.575	0.765	0.920	0.703
MPI-ESM1-2-HR_CMIP6	[-]	1.17	1.17	1.79	-0.620	0.699	3.90	0.234	0.475	0.338	0.693	0.442
NorESM2-MM_BARPA	[-]	1.80	1.80	1.79	0.0184	0.332	2.17	0.649	0.587	0.667	0.787	0.661
NorESM2-MM_CCAM	[-]	1.63	1.63	1.79	-0.157	0.405	3.54	0.586	0.515	0.404	0.564	0.513
NorESM2-MM_CMIP6	[-]	1.39	1.39	1.79	-0.393	0.489	3.55	0.422	0.528	0.397	0.643	0.502

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.45
ACCESS-CM2_BARPA	[-]	2.63	2.63	3.45	-0.822	0.874	0.752	0.393	0.725	0.909	0.875	0.726
ACCESS-CM2_CCAM	[-]	2.63	2.63	3.45	-0.821	0.893	1.38	0.400	0.692	0.816	0.569	0.627
ACCESS-CM2_CMIP6	[-]	2.50	2.50	3.46	-0.968	1.03	0.962	0.321	0.662	0.898	0.800	0.669
ACCESS-ESM1-5_BARPA	[-]	2.71	2.71	3.45	-0.745	0.812	1.17	0.431	0.700	0.872	0.925	0.729
ACCESS-ESM1-5_CCAM	[-]	2.59	2.59	3.45	-0.862	0.934	1.76	0.383	0.683	0.788	0.603	0.622
ACCESS-ESM1-5_CMIP6	[-]	2.49	2.49	3.42	-0.927	0.998	1.70	0.333	0.648	0.796	0.992	0.687
CESM2_BARPA	[-]	2.78	2.78	3.45	-0.672	0.754	1.39	0.472	0.684	0.805	0.951	0.723
CESM2_CCAM	[-]	2.71	2.71	3.45	-0.746	0.822	1.99	0.438	0.698	0.699	0.713	0.644
CMCC-ESM2_BARPA	[-]	2.75	2.75	3.45	-0.698	0.793	2.04	0.457	0.654	0.688	0.921	0.677
CMCC-ESM2_CCAM	[-]	2.59	2.59	3.45	-0.865	0.960	2.47	0.381	0.637	0.599	0.698	0.585
CMCC-ESM2_CMIP6	[-]	2.56	2.56	3.42	-0.866	1.03	1.63	0.365	0.611	0.736	0.921	0.653
CNRM-ESM2-1_CCAM	[-]	2.52	2.52	3.45	-0.937	0.995	0.632	0.353	0.705	0.932	0.629	0.660
CNRM-ESM2-1_CMIP6	[-]	2.42	2.42	3.47	-1.05	1.18	0.691	0.298	0.542	0.893	0.915	0.649
EC-Earth3_BARPA	[-]	2.63	2.63	3.45	-0.818	0.884	0.553	0.394	0.692	0.956	0.913	0.734
EC-Earth3_CCAM	[-]	2.46	2.46	3.45	-0.998	1.04	0.620	0.326	0.751	0.941	0.630	0.672
EC-Earth3_CMIP6	[-]	2.41	2.41	3.45	-1.04	1.08	0.354	0.299	0.741	0.966	0.643	0.671
ERA5_BARPA	[-]	2.63	2.63	3.45	-0.818	0.876	1.11	0.393	0.703	0.833	0.905	0.708
ERA5_CCAM	[-]	2.59	2.59	3.45	-0.865	0.920	1.14	0.380	0.717	0.831	0.710	0.666
MPI-ESM1-2-HR_BARPA	[-]	3.08	3.08	3.45	-0.377	0.454	0.983	0.663	0.789	0.882	0.969	0.821
MPI-ESM1-2-HR_CMIP6	[-]	2.78	2.78	3.47	-0.686	0.748	1.19	0.466	0.728	0.864	0.958	0.751
NorESM2-MM_BARPA	[-]	2.57	2.57	3.45	-0.884	0.977	2.24	0.366	0.623	0.675	0.836	0.625
NorESM2-MM_CCAM	[-]	2.56	2.56	3.45	-0.891	0.981	2.42	0.372	0.642	0.627	0.606	0.571
NorESM2-MM_CMIP6	[-]	2.42	2.42	3.42	-1.01	1.10	2.32	0.329	0.638	0.637	0.985	0.646

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.83
ACCESS-CM2_BARPA	[-]	2.33	2.33	2.83	-0.507	0.638	1.04	0.507	0.657	0.878	0.849	0.705
ACCESS-CM2_CCAM	[-]	2.19	2.19	2.83	-0.645	0.794	2.08	0.434	0.560	0.691	0.710	0.578
ACCESS-CM2_CMIP6	[-]	1.90	1.90	2.83	-0.929	1.01	1.93	0.261	0.576	0.708	0.897	0.599
ACCESS-ESM1-5_BARPA	[-]	2.31	2.31	2.83	-0.525	0.661	1.06	0.497	0.639	0.879	0.896	0.708
ACCESS-ESM1-5_CCAM	[-]	2.13	2.13	2.83	-0.706	0.855	2.37	0.404	0.536	0.656	0.667	0.551
ACCESS-ESM1-5_CMIP6	[-]	2.00	2.00	2.85	-0.854	0.962	2.43	0.302	0.530	0.653	0.835	0.563
CESM2_BARPA	[-]	2.45	2.45	2.83	-0.378	0.573	1.22	0.564	0.642	0.853	0.898	0.722
CESM2_CCAM	[-]	2.02	2.02	2.83	-0.811	0.879	1.55	0.343	0.646	0.792	0.851	0.639
CMCC-ESM2_BARPA	[-]	2.42	2.42	2.83	-0.417	0.614	1.42	0.548	0.615	0.814	0.893	0.694
CMCC-ESM2_CCAM	[-]	2.17	2.17	2.83	-0.662	0.775	1.36	0.420	0.607	0.803	0.766	0.628
CMCC-ESM2_CMIP6	[-]	1.85	1.85	2.83	-0.987	1.04	1.10	0.250	0.628	0.841	0.884	0.637
CNRM-ESM2-1_CCAM	[-]	2.02	2.02	2.83	-0.810	0.942	1.94	0.351	0.550	0.695	0.625	0.534
CNRM-ESM2-1_CMIP6	[-]	1.97	1.97	2.81	-0.842	0.933	2.03	0.313	0.567	0.681	0.696	0.551
EC-Earth3_BARPA	[-]	2.33	2.33	2.83	-0.502	0.667	1.14	0.499	0.624	0.870	0.771	0.679
EC-Earth3_CCAM	[-]	1.97	1.97	2.83	-0.866	0.993	1.93	0.322	0.541	0.697	0.686	0.538
EC-Earth3_CMIP6	[-]	1.84	1.84	2.84	-0.994	1.07	1.63	0.258	0.582	0.759	0.813	0.591
ERA5_BARPA	[-]	2.35	2.35	2.83	-0.484	0.633	0.909	0.520	0.645	0.898	0.851	0.707
ERA5_CCAM	[-]	2.11	2.11	2.83	-0.720	0.841	1.34	0.389	0.578	0.794	0.788	0.610
MPI-ESM1-2-HR_BARPA	[-]	2.59	2.59	2.83	-0.239	0.518	0.946	0.612	0.641	0.888	0.985	0.763
MPI-ESM1-2-HR_CMIP6	[-]	2.00	2.00	2.84	-0.842	0.954	1.85	0.316	0.545	0.724	0.982	0.629
NorESM2-MM_BARPA	[-]	2.33	2.33	2.83	-0.501	0.665	1.43	0.513	0.612	0.817	0.734	0.655
NorESM2-MM_CCAM	[-]	2.17	2.17	2.83	-0.659	0.784	1.60	0.425	0.585	0.782	0.703	0.601
NorESM2-MM_CMIP6	[-]	1.90	1.90	2.83	-0.929	1.01	1.69	0.274	0.587	0.774	0.816	0.587

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.21
ACCESS-CM2_BARPA	[-]	2.52	2.52	3.21	-0.686	0.795	1.22	0.498	0.697	0.860	0.947	0.740
ACCESS-CM2_CCAM	[-]	2.70	2.70	3.21	-0.510	0.684	1.12	0.570	0.692	0.893	0.862	0.748
ACCESS-CM2_CMIP6	[-]	1.83	1.83	3.26	-1.43	1.47	1.05	0.235	0.682	0.890	0.712	0.610
ACCESS-ESM1-5_BARPA	[-]	2.58	2.58	3.21	-0.627	0.743	1.20	0.529	0.702	0.846	0.969	0.745
ACCESS-ESM1-5_CCAM	[-]	2.70	2.70	3.21	-0.506	0.692	1.01	0.572	0.688	0.893	0.917	0.756
ACCESS-ESM1-5_CMIP6	[-]	1.79	1.79	3.15	-1.36	1.41	1.01	0.178	0.704	0.906	0.993	0.610
CESM2_BARPA	[-]	2.61	2.61	3.21	-0.598	0.712	0.868	0.539	0.713	0.880	0.958	0.760
CESM2_CCAM	[-]	2.83	2.83	3.21	-0.377	0.626	0.904	0.604	0.696	0.878	0.941	0.770
CMCC-ESM2_BARPA	[-]	2.62	2.62	3.21	-0.587	0.701	0.731	0.546	0.704	0.896	0.959	0.762
CMCC-ESM2_CCAM	[-]	2.64	2.64	3.21	-0.564	0.739	0.703	0.537	0.683	0.903	0.728	0.730
CMCC-ESM2_CMIP6	[-]	2.17	2.17	3.18	-1.02	1.12	0.994	0.355	0.673	0.862	0.876	0.630
CNRM-ESM2-1_CCAM	[-]	2.64	2.64	3.21	-0.565	0.741	1.74	0.543	0.682	0.773	0.788	0.705
CNRM-ESM2-1_CMIP6	[-]	1.88	1.88	2.97	-1.09	1.15	1.82	0.242	0.666	0.743	0.982	0.607
EC-Earth3_BARPA	[-]	2.46	2.46	3.21	-0.741	0.840	1.03	0.466	0.694	0.878	0.971	0.741
EC-Earth3_CCAM	[-]	2.50	2.50	3.21	-0.712	0.816	1.29	0.492	0.700	0.850	0.778	0.711
EC-Earth3_CMIP6	[-]	2.37	2.37	3.22	-0.849	0.954	1.62	0.410	0.641	0.786	0.943	0.665
ERA5_BARPA	[-]	2.52	2.52	3.21	-0.685	0.772	0.638	0.493	0.727	0.908	0.932	0.758
ERA5_CCAM	[-]	2.66	2.66	3.21	-0.550	0.690	0.665	0.555	0.715	0.914	0.782	0.751
MPI-ESM1-2-HR_BARPA	[-]	2.82	2.82	3.21	-0.389	0.528	0.734	0.649	0.760	0.904	0.989	0.807
MPI-ESM1-2-HR_CMIP6	[-]	2.56	2.56	3.22	-0.663	0.735	1.24	0.486	0.749	0.876	0.944	0.686
NorESM2-MM_BARPA	[-]	2.46	2.46	3.21	-0.750	0.872	1.10	0.461	0.658	0.861	0.907	0.719
NorESM2-MM_CCAM	[-]	2.62	2.62	3.21	-0.592	0.755	0.724	0.537	0.675	0.905	0.857	0.744
NorESM2-MM_CMIP6	[-]	2.28	2.28	3.18	-0.902	0.981	1.34	0.375	0.660	0.816	0.992	0.676

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.54
ACCESS-CM2_BARPA	[-]	2.63	2.63	3.55	-0.916	1.01	1.48	0.355	0.655	0.793	0.876	0.674
ACCESS-CM2_CCAM	[-]	2.58	2.58	3.54	-0.966	1.05	1.75	0.326	0.659	0.758	0.851	0.655
ACCESS-CM2_CMIP6	[-]	2.17	2.17	3.60	-1.43	1.48	1.68	0.182	0.677	0.770	0.958	0.646
ACCESS-ESM1-5_BARPA	[-]	2.74	2.74	3.55	-0.810	0.908	1.27	0.405	0.668	0.834	0.891	0.695
ACCESS-ESM1-5_CCAM	[-]	2.53	2.53	3.54	-1.02	1.08	1.49	0.307	0.680	0.821	0.817	0.659
ACCESS-ESM1-5_CMIP6	[-]	2.21	2.21	3.49	-1.28	1.33	1.73	0.196	0.664	0.758	0.994	0.647
CESM2_BARPA	[-]	2.70	2.70	3.55	-0.846	0.956	1.56	0.389	0.642	0.770	0.927	0.675
CESM2_CCAM	[-]	2.53	2.53	3.54	-1.02	1.08	1.85	0.306	0.660	0.743	0.896	0.653
CMCC-ESM2_BARPA	[-]	2.76	2.76	3.55	-0.787	0.947	2.52	0.418	0.596	0.586	0.887	0.617
CMCC-ESM2_CCAM	[-]	2.47	2.47	3.54	-1.07	1.17	2.46	0.289	0.612	0.606	0.784	0.577
CMCC-ESM2_CMIP6	[-]	2.19	2.19	3.57	-1.37	1.43	1.67	0.195	0.657	0.758	0.993	0.650
CNRM-ESM2-1_CCAM	[-]	2.42	2.42	3.54	-1.13	1.18	1.24	0.270	0.681	0.859	0.668	0.632
CNRM-ESM2-1_CMIP6	[-]	2.33	2.33	3.57	-1.24	1.30	1.39	0.214	0.633	0.810	0.874	0.632
EC-Earth3_BARPA	[-]	2.65	2.65	3.55	-0.898	1.00	1.35	0.368	0.641	0.829	0.882	0.676
EC-Earth3_CCAM	[-]	2.40	2.40	3.54	-1.14	1.20	1.62	0.263	0.675	0.781	0.785	0.639
EC-Earth3_CMIP6	[-]	2.26	2.26	3.54	-1.29	1.34	1.71	0.215	0.667	0.761	0.842	0.641
ERA5_BARPA	[-]	2.68	2.68	3.55	-0.871	0.981	1.95	0.378	0.639	0.693	0.846	0.636
ERA5_CCAM	[-]	2.58	2.58	3.54	-0.968	1.05	1.94	0.328	0.662	0.695	0.769	0.631
MPI-ESM1-2-HR_BARPA	[-]	3.06	3.06	3.55	-0.490	0.720	1.67	0.579	0.601	0.777	0.986	0.735
MPI-ESM1-2-HR_CMIP6	[-]	2.62	2.62	3.53	-0.915	0.992	1.95	0.326	0.648	0.702	0.947	0.629
NorESM2-MM_BARPA	[-]	2.46	2.46	3.55	-1.09	1.20	2.29	0.289	0.597	0.647	0.817	0.578
NorESM2-MM_CCAM	[-]	2.45	2.45	3.54	-1.09	1.18	2.16	0.284	0.626	0.674	0.723	0.582
NorESM2-MM_CMIP6	[-]	2.10	2.10	3.57	-1.47	1.54	2.04	0.171	0.600	0.701	0.962	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	[-]	1.50
ACCESS-CM2_BARPA	[-]	1.41	1.41	1.51	-0.0982	0.276	1.79	0.664	0.583	0.747	0.978	0.725
ACCESS-CM2_CCAM	[-]	1.53	1.53	1.50	0.0263	0.318	3.91	0.618	0.534	0.321	0.960	0.600
ACCESS-CM2_CMIP6	[-]	0.753	0.753	1.51	-0.758	0.799	4.07	0.135	0.488	0.296	0.484	0.366
ACCESS-ESM1-5_BARPA	[-]	1.36	1.36	1.51	-0.149	0.307	2.85	0.641	0.550	0.551	0.977	0.666
ACCESS-ESM1-5_CCAM	[-]	1.48	1.48	1.50	-0.0206	0.336	3.71	0.639	0.489	0.366	0.976	0.603
ACCESS-ESM1-5_CMIP6	[-]	0.744	0.744	1.40	-0.654	0.680	3.31	0.111	0.523	0.389	0.697	0.440
CESM2_BARPA	[-]	1.52	1.52	1.51	0.0112	0.255	1.26	0.647	0.634	0.828	0.961	0.753
CESM2_CCAM	[-]	1.54	1.54	1.50	0.0387	0.351	4.12	0.636	0.466	0.277	0.993	0.579
CMCC-ESM2_BARPA	[-]	1.49	1.49	1.51	-0.0153	0.290	1.76	0.644	0.578	0.740	0.898	0.700
CMCC-ESM2_CCAM	[-]	1.48	1.48	1.50	-0.0245	0.296	3.02	0.645	0.556	0.488	0.983	0.655
CMCC-ESM2_CMIP6	[-]	0.793	0.793	1.46	-0.663	0.685	3.28	0.132	0.614	0.490	0.994	0.564
CNRM-ESM2-1_CCAM	[-]	1.41	1.41	1.50	-0.0911	0.356	4.15	0.641	0.461	0.281	0.991	0.579
CNRM-ESM2-1_CMIP6	[-]	1.04	1.04	1.48	-0.442	0.580	5.74	0.341	0.360	0.0225	0.638	0.343
EC-Earth3_BARPA	[-]	1.50	1.50	1.51	-0.0108	0.268	1.63	0.670	0.586	0.787	0.959	0.732
EC-Earth3_CCAM	[-]	1.45	1.45	1.50	-0.0555	0.334	3.58	0.648	0.484	0.382	0.992	0.611
EC-Earth3_CMIP6	[-]	1.04	1.04	1.53	-0.490	0.517	1.67	0.272	0.636	0.777	0.950	0.656
ERA5_BARPA	[-]	1.42	1.42	1.51	-0.0830	0.272	2.10	0.672	0.587	0.702	0.978	0.718
ERA5_CCAM	[-]	1.44	1.44	1.50	-0.0611	0.305	2.95	0.657	0.534	0.512	0.993	0.658
MPI-ESM1-2-HR_BARPA	[-]	1.53	1.53	1.51	0.0184	0.308	1.82	0.629	0.536	0.748	0.891	0.683
MPI-ESM1-2-HR_CMIP6	[-]	0.933	0.933	1.46	-0.526	0.566	3.53	0.231	0.552	0.414	0.986	0.546
NorESM2-MM_BARPA	[-]	1.51	1.51	1.51	-0.00102	0.255	2.13	0.662	0.616	0.685	0.985	0.724
NorESM2-MM_CCAM	[-]	1.50	1.50	1.50	0.000655	0.309	2.64	0.644	0.527	0.588	0.987	0.669
NorESM2-MM_CMIP6	[-]	1.02	1.02	1.46	-0.433	0.487	3.75	0.289	0.542	0.322	0.989	0.536

	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	[-]	2.14
ACCESS-CM2_BARPA	[-]	1.40	1.41	2.15	0.630	-0.743	0.973	2.03	0.284	0.536	0.695	0.732	0.557
ACCESS-CM2_CCAM	[-]	1.42	1.43	2.15	0.706	-0.724	0.994	2.48	0.268	0.514	0.612	0.691	0.520
ACCESS-CM2_CMIP6	[-]	1.12	1.22	2.18	0.534	-0.966	1.12	2.42	0.171	0.524	0.618	0.720	0.511
ACCESS-ESM1-5_BARPA	[-]	1.38	1.40	2.15	0.618	-0.759	0.988	2.11	0.281	0.529	0.684	0.740	0.553
ACCESS-ESM1-5_CCAM	[-]	1.38	1.39	2.15	0.702	-0.762	1.03	2.64	0.256	0.497	0.591	0.669	0.502
ACCESS-ESM1-5_CMIP6	[-]	1.20	1.30	2.23	0.569	-0.925	1.11	2.47	0.203	0.519	0.623	0.722	0.517
CESM2_BARPA	[-]	1.47	1.49	2.15	0.644	-0.668	0.935	2.20	0.306	0.530	0.666	0.756	0.558
CESM2_CCAM	[-]	1.42	1.43	2.15	0.780	-0.724	1.01	2.67	0.245	0.508	0.571	0.644	0.495
CMCC-ESM2_BARPA	[-]	1.46	1.47	2.15	0.655	-0.683	0.950	2.20	0.302	0.525	0.667	0.755	0.554
CMCC-ESM2_CCAM	[-]	1.41	1.42	2.15	0.751	-0.733	0.999	2.39	0.255	0.511	0.616	0.670	0.513
CMCC-ESM2_CMIP6	[-]	1.15	1.22	2.20	0.572	-0.980	1.14	1.99	0.169	0.552	0.695	0.706	0.535
CNRM-ESM2-1_CCAM	[-]	1.37	1.38	2.15	0.755	-0.771	1.06	2.45	0.236	0.511	0.603	0.623	0.497
CNRM-ESM2-1_CMIP6	[-]	1.28	1.38	2.27	0.613	-0.889	1.07	2.55	0.229	0.497	0.585	0.706	0.503
EC-Earth3_BARPA	[-]	1.38	1.39	2.15	0.564	-0.762	0.994	2.03	0.280	0.530	0.696	0.737	0.555
EC-Earth3_CCAM	[-]	1.28	1.29	2.15	0.614	-0.865	1.10	2.46	0.217	0.497	0.604	0.638	0.491
EC-Earth3_CMIP6	[-]	1.21	1.25	2.19	0.626	-0.940	1.13	2.24	0.176	0.521	0.647	0.627	0.498
ERA5_BARPA	[-]	1.42	1.43	2.15	0.651	-0.722	0.966	1.96	0.289	0.548	0.701	0.732	0.563
ERA5_CCAM	[-]	1.37	1.38	2.15	0.699	-0.771	1.02	2.25	0.246	0.525	0.634	0.676	0.521
MPI-ESM1-2-HR_BARPA	[-]	1.55	1.56	2.15	0.636	-0.591	0.874	1.92	0.338	0.545	0.713	0.807	0.590
MPI-ESM1-2-HR_CMIP6	[-]	1.24	1.31	2.18	0.604	-0.872	1.05	2.27	0.199	0.524	0.647	0.755	0.530
NorESM2-MM_BARPA	[-]	1.41	1.43	2.15	0.645	-0.728	0.975	2.21	0.286	0.531	0.663	0.713	0.545
NorESM2-MM_CCAM	[-]	1.36	1.37	2.15	0.646	-0.786	1.02	2.39	0.257	0.520	0.624	0.691	0.522
NorESM2-MM_CMIP6	[-]	1.20	1.27	2.20	0.600	-0.925	1.10	2.24	0.193	0.545	0.658	0.682	0.525

	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	[-]	0.871
ACCESS-CM2_BARPA	[-]	0.523	0.526	0.882	0.428	-0.356	0.582	2.90	0.154	0.410	0.528	0.761	0.453
ACCESS-CM2_CCAM	[-]	0.561	0.563	0.875	0.453	-0.311	0.571	2.83	0.139	0.458	0.543	0.808	0.481
ACCESS-CM2_CMIP6	[-]	0.380	0.399	0.873	0.317	-0.473	0.611	3.00	0.104	0.440	0.504	0.555	0.409
ACCESS-ESM1-5_BARPA	[-]	0.487	0.491	0.882	0.382	-0.392	0.580	2.76	0.153	0.436	0.553	0.761	0.468
ACCESS-ESM1-5_CCAM	[-]	0.538	0.541	0.875	0.434	-0.334	0.580	3.03	0.143	0.435	0.503	0.790	0.461
ACCESS-ESM1-5_CMIP6	[-]	0.378	0.406	0.909	0.308	-0.502	0.609	3.22	0.130	0.513	0.472	0.669	0.459
CESM2_BARPA	[-]	0.531	0.535	0.882	0.415	-0.348	0.573	2.81	0.147	0.440	0.544	0.811	0.477
CESM2_CCAM	[-]	0.620	0.622	0.875	0.517	-0.253	0.568	3.42	0.149	0.352	0.418	0.792	0.413
CMCC-ESM2_BARPA	[-]	0.510	0.514	0.882	0.395	-0.369	0.582	2.81	0.154	0.443	0.545	0.782	0.474
CMCC-ESM2_CCAM	[-]	0.553	0.555	0.875	0.458	-0.319	0.580	3.19	0.148	0.404	0.467	0.738	0.432
CMCC-ESM2_CMIP6	[-]	0.375	0.381	0.912	0.348	-0.531	0.645	3.60	0.0920	0.459	0.413	0.503	0.385
CNRM-ESM2-1_CCAM	[-]	0.519	0.521	0.875	0.428	-0.353	0.585	3.05	0.151	0.451	0.498	0.723	0.455
CNRM-ESM2-1_CMIP6	[-]	0.585	0.640	0.996	0.443	-0.356	0.590	4.24	0.197	0.290	0.275	0.774	0.365
EC-Earth3_BARPA	[-]	0.512	0.516	0.882	0.389	-0.366	0.574	3.02	0.153	0.437	0.502	0.791	0.464
EC-Earth3_CCAM	[-]	0.524	0.526	0.875	0.421	-0.348	0.582	3.16	0.145	0.419	0.461	0.750	0.439
EC-Earth3_CMIP6	[-]	0.504	0.520	0.891	0.421	-0.371	0.589	3.25	0.116	0.402	0.464	0.441	0.365
ERA5_BARPA	[-]	0.503	0.507	0.883	0.390	-0.376	0.567	2.79	0.156	0.456	0.551	0.774	0.479
ERA5_CCAM	[-]	0.517	0.519	0.875	0.427	-0.355	0.579	3.15	0.147	0.455	0.477	0.747	0.456
MPI-ESM1-2-HR_BARPA	[-]	0.521	0.525	0.882	0.396	-0.357	0.568	2.88	0.153	0.442	0.524	0.805	0.473
MPI-ESM1-2-HR_CMIP6	[-]	0.486	0.496	0.886	0.444	-0.391	0.596	3.41	0.0955	0.434	0.431	0.370	0.353
NorESM2-MM_BARPA	[-]	0.559	0.563	0.882	0.457	-0.320	0.569	2.85	0.154	0.451	0.535	0.784	0.475
NorESM2-MM_CCAM	[-]	0.518	0.520	0.875	0.427	-0.354	0.576	2.92	0.144	0.468	0.530	0.774	0.477
NorESM2-MM_CMIP6	[-]	0.456	0.472	0.912	0.390	-0.440	0.578	3.02	0.136	0.510	0.500	0.692	0.470

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.14
ACCESS-CM2_BARPA	[-]	2.26	2.26	3.14	-0.884	0.923	1.18	0.307	0.706	0.858	0.960	0.707
ACCESS-CM2_CCAM	[-]	2.24	2.24	3.14	-0.907	0.974	1.89	0.297	0.625	0.762	0.992	0.660
ACCESS-CM2_CMIP6	[-]	2.09	2.09	3.14	-1.06	1.10	1.97	0.220	0.658	0.718	0.651	0.581
ACCESS-ESM1-5_BARPA	[-]	2.22	2.22	3.14	-0.924	0.964	1.30	0.292	0.697	0.857	0.893	0.687
ACCESS-ESM1-5_CCAM	[-]	2.19	2.19	3.14	-0.959	1.02	1.55	0.276	0.622	0.831	0.999	0.670
ACCESS-ESM1-5_CMIP6	[-]	2.11	2.11	3.14	-1.03	1.07	1.56	0.233	0.661	0.834	0.963	0.670
CESM2_BARPA	[-]	2.38	2.38	3.14	-0.761	0.829	1.48	0.363	0.649	0.837	0.972	0.694
CESM2_CCAM	[-]	2.23	2.23	3.14	-0.916	0.967	1.25	0.294	0.662	0.869	0.977	0.693
CMCC-ESM2_BARPA	[-]	2.34	2.34	3.14	-0.803	0.866	1.46	0.344	0.653	0.825	0.943	0.684
CMCC-ESM2_CCAM	[-]	2.16	2.16	3.14	-0.986	1.03	0.537	0.266	0.673	0.947	0.971	0.706
CMCC-ESM2_CMIP6	[-]	2.04	2.04	3.15	-1.11	1.15	0.357	0.235	0.691	0.958	0.323	0.580
CNRM-ESM2-1_CCAM	[-]	2.09	2.09	3.14	-1.05	1.13	1.17	0.244	0.584	0.842	0.999	0.650
CNRM-ESM2-1_CMIP6	[-]	2.11	2.11	3.14	-1.03	1.09	1.97	0.236	0.590	0.676	0.999	0.618
EC-Earth3_BARPA	[-]	2.34	2.34	3.14	-0.810	0.841	1.29	0.341	0.746	0.863	0.955	0.730
EC-Earth3_CCAM	[-]	2.08	2.08	3.14	-1.06	1.12	0.751	0.240	0.638	0.932	0.983	0.686
EC-Earth3_CMIP6	[-]	1.87	1.87	3.15	-1.27	1.30	0.781	0.174	0.695	0.916	0.876	0.672
ERA5_BARPA	[-]	2.27	2.27	3.15	-0.871	0.908	0.672	0.311	0.708	0.928	0.997	0.731
ERA5_CCAM	[-]	2.17	2.17	3.14	-0.970	1.03	0.383	0.270	0.641	0.955	0.941	0.690
MPI-ESM1-2-HR_BARPA	[-]	2.65	2.65	3.14	-0.499	0.536	0.776	0.530	0.795	0.930	0.808	0.771
MPI-ESM1-2-HR_CMIP6	[-]	2.16	2.16	3.14	-0.988	1.03	0.495	0.262	0.671	0.956	0.561	0.624
NorESM2-MM_BARPA	[-]	2.27	2.27	3.14	-0.876	0.935	1.60	0.309	0.647	0.810	0.996	0.682
NorESM2-MM_CCAM	[-]	2.23	2.23	3.14	-0.909	0.984	1.53	0.295	0.606	0.796	0.979	0.656
NorESM2-MM_CMIP6	[-]	2.06	2.06	3.15	-1.09	1.14	1.77	0.233	0.629	0.768	0.437	0.539

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.45
ACCESS-CM2_BARPA	[-]	1.90	1.90	2.45	-0.555	0.630	1.46	0.433	0.706	0.842	0.377	0.613
ACCESS-CM2_CCAM	[-]	1.97	1.97	2.45	-0.479	0.592	1.47	0.473	0.635	0.829	0.389	0.592
ACCESS-CM2_CMIP6	[-]	1.53	1.53	2.40	-0.874	0.901	2.14	0.192	0.667	0.666	0.975	0.634
ACCESS-ESM1-5_BARPA	[-]	1.83	1.83	2.45	-0.620	0.677	1.56	0.396	0.714	0.795	0.363	0.596
ACCESS-ESM1-5_CCAM	[-]	1.92	1.92	2.45	-0.530	0.635	1.44	0.439	0.613	0.821	0.360	0.569
ACCESS-ESM1-5_CMIP6	[-]	1.69	1.69	2.47	-0.787	0.831	1.70	0.253	0.638	0.781	0.912	0.645
CESM2_BARPA	[-]	1.99	1.99	2.45	-0.464	0.556	1.49	0.484	0.719	0.808	0.405	0.627
CESM2_CCAM	[-]	1.95	1.95	2.45	-0.494	0.600	1.40	0.467	0.646	0.838	0.468	0.613
CMCC-ESM2_BARPA	[-]	1.95	1.95	2.45	-0.496	0.596	1.62	0.465	0.689	0.803	0.419	0.613
CMCC-ESM2_CCAM	[-]	1.94	1.94	2.45	-0.506	0.592	1.10	0.457	0.669	0.869	0.387	0.610
CMCC-ESM2_CMIP6	[-]	1.58	1.58	2.48	-0.903	0.918	1.80	0.214	0.757	0.738	0.797	0.653
CNRM-ESM2-1_CCAM	[-]	1.86	1.86	2.45	-0.585	0.720	2.97	0.407	0.534	0.515	0.349	0.468
CNRM-ESM2-1_CMIP6	[-]	1.83	1.83	2.41	-0.578	0.650	1.94	0.359	0.595	0.697	0.899	0.629
EC-Earth3_BARPA	[-]	1.93	1.93	2.45	-0.523	0.612	1.38	0.450	0.693	0.841	0.413	0.618
EC-Earth3_CCAM	[-]	1.81	1.81	2.45	-0.642	0.752	2.09	0.375	0.554	0.690	0.371	0.509
EC-Earth3_CMIP6	[-]	1.55	1.55	2.48	-0.934	0.977	1.70	0.227	0.629	0.789	0.570	0.569
ERA5_BARPA	[-]	1.91	1.91	2.45	-0.542	0.611	1.31	0.440	0.718	0.851	0.397	0.625
ERA5_CCAM	[-]	1.94	1.94	2.45	-0.511	0.611	1.10	0.450	0.641	0.836	0.342	0.582
MPI-ESM1-2-HR_BARPA	[-]	2.13	2.13	2.45	-0.323	0.485	1.35	0.535	0.728	0.835	0.581	0.681
MPI-ESM1-2-HR_CMIP6	[-]	1.59	1.59	2.42	-0.824	0.867	1.59	0.257	0.639	0.795	0.625	0.591
NorESM2-MM_BARPA	[-]	1.97	1.97	2.45	-0.481	0.567	1.58	0.475	0.718	0.804	0.356	0.614
NorESM2-MM_CCAM	[-]	2.05	2.05	2.45	-0.395	0.533	1.25	0.528	0.631	0.835	0.429	0.611
NorESM2-MM_CMIP6	[-]	1.70	1.70	2.48	-0.786	0.812	1.56	0.289	0.717	0.822	0.564	0.622

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.04
ACCESS-CM2_BARPA	[-]	2.38	2.38	3.04	-0.653	0.710	1.36	0.426	0.703	0.850	0.977	0.732
ACCESS-CM2_CCAM	[-]	2.63	2.63	3.04	-0.409	0.526	1.63	0.594	0.679	0.812	0.975	0.748
ACCESS-CM2_CMIP6	[-]	1.91	1.91	2.94	-1.03	1.07	1.52	0.193	0.657	0.841	0.966	0.663
ACCESS-ESM1-5_BARPA	[-]	2.36	2.36	3.04	-0.673	0.730	1.75	0.413	0.701	0.788	0.995	0.719
ACCESS-ESM1-5_CCAM	[-]	2.52	2.52	3.04	-0.517	0.594	1.64	0.514	0.699	0.819	0.976	0.741
ACCESS-ESM1-5_CMIP6	[-]	1.98	1.98	3.13	-1.15	1.16	1.02	0.169	0.747	0.904	0.865	0.686
CESM2_BARPA	[-]	2.42	2.42	3.04	-0.617	0.689	1.46	0.448	0.685	0.825	0.983	0.725
CESM2_CCAM	[-]	2.67	2.67	3.04	-0.369	0.495	1.57	0.610	0.701	0.770	0.997	0.756
CMCC-ESM2_BARPA	[-]	2.38	2.38	3.04	-0.653	0.717	1.79	0.425	0.691	0.746	0.986	0.708
CMCC-ESM2_CCAM	[-]	2.39	2.39	3.04	-0.644	0.698	1.47	0.431	0.708	0.789	0.864	0.700
CMCC-ESM2_CMIP6	[-]	2.41	2.41	3.08	-0.667	0.732	0.224	0.411	0.670	0.985	0.882	0.724
CNRM-ESM2-1_CCAM	[-]	2.41	2.41	3.04	-0.632	0.694	0.990	0.437	0.689	0.886	0.923	0.725
CNRM-ESM2-1_CMIP6	[-]	1.98	1.98	2.97	-0.986	1.04	1.82	0.209	0.631	0.714	0.924	0.622
EC-Earth3_BARPA	[-]	2.25	2.25	3.04	-0.784	0.818	0.505	0.353	0.747	0.962	0.994	0.761
EC-Earth3_CCAM	[-]	2.29	2.29	3.04	-0.743	0.778	0.770	0.371	0.739	0.940	0.910	0.740
EC-Earth3_CMIP6	[-]	2.18	2.18	3.03	-0.853	0.874	0.819	0.306	0.768	0.926	0.939	0.741
ERA5_BARPA	[-]	2.31	2.31	3.04	-0.727	0.764	0.850	0.384	0.740	0.908	0.961	0.747
ERA5_CCAM	[-]	2.43	2.43	3.04	-0.604	0.649	1.14	0.455	0.735	0.852	0.887	0.733
MPI-ESM1-2-HR_BARPA	[-]	2.72	2.72	3.04	-0.318	0.457	1.22	0.630	0.710	0.865	0.997	0.783
MPI-ESM1-2-HR_CMIP6	[-]	2.51	2.51	3.02	-0.506	0.544	0.501	0.508	0.778	0.948	0.997	0.802
NorESM2-MM_BARPA	[-]	2.27	2.27	3.04	-0.765	0.824	1.48	0.367	0.676	0.814	0.930	0.693
NorESM2-MM_CCAM	[-]	2.59	2.59	3.04	-0.446	0.554	1.99	0.572	0.677	0.700	0.937	0.713
NorESM2-MM_CMIP6	[-]	2.51	2.51	3.08	-0.566	0.629	1.80	0.454	0.684	0.762	0.888	0.694

	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	[-]	1.89
ACCESS-CM2_BARPA	[-]	1.74	1.74	1.89	-0.148	0.372	1.69	0.600	0.621	0.790	0.606	0.648
ACCESS-CM2_CCAM	[-]	1.73	1.73	1.89	-0.163	0.444	3.04	0.590	0.533	0.510	0.386	0.510
ACCESS-CM2_CMIP6	[-]	1.39	1.39	1.88	-0.487	0.564	2.48	0.377	0.548	0.607	0.792	0.575
ACCESS-ESM1-5_BARPA	[-]	1.69	1.69	1.89	-0.199	0.395	1.76	0.590	0.608	0.764	0.619	0.638
ACCESS-ESM1-5_CCAM	[-]	1.71	1.71	1.89	-0.181	0.463	2.86	0.596	0.494	0.541	0.399	0.505
ACCESS-ESM1-5_CMIP6	[-]	1.43	1.43	1.86	-0.433	0.530	2.56	0.398	0.544	0.577	0.983	0.609
CESM2_BARPA	[-]	1.86	1.86	1.89	-0.0323	0.364	1.62	0.613	0.622	0.781	0.607	0.649
CESM2_CCAM	[-]	1.67	1.67	1.89	-0.221	0.504	3.30	0.541	0.495	0.439	0.392	0.473
CMCC-ESM2_BARPA	[-]	1.84	1.84	1.89	-0.0515	0.398	1.97	0.599	0.585	0.725	0.720	0.643
CMCC-ESM2_CCAM	[-]	1.64	1.64	1.89	-0.254	0.480	2.51	0.529	0.540	0.575	0.451	0.527
CMCC-ESM2_CMIP6	[-]	1.26	1.26	1.89	-0.627	0.665	1.05	0.288	0.634	0.857	0.660	0.615
CNRM-ESM2-1_CCAM	[-]	1.58	1.58	1.89	-0.314	0.568	4.25	0.515	0.433	0.281	0.498	0.432
CNRM-ESM2-1_CMIP6	[-]	1.62	1.62	1.84	-0.218	0.433	3.74	0.590	0.474	0.393	0.731	0.533
EC-Earth3_BARPA	[-]	1.85	1.85	1.89	-0.0455	0.387	1.61	0.615	0.576	0.794	0.630	0.638
EC-Earth3_CCAM	[-]	1.60	1.60	1.89	-0.297	0.549	3.80	0.522	0.458	0.350	0.319	0.422
EC-Earth3_CMIP6	[-]	1.27	1.27	1.89	-0.614	0.673	2.71	0.288	0.572	0.563	0.357	0.470
ERA5_BARPA	[-]	1.78	1.78	1.89	-0.115	0.375	1.38	0.609	0.613	0.823	0.617	0.655
ERA5_CCAM	[-]	1.65	1.65	1.89	-0.241	0.478	2.82	0.549	0.525	0.529	0.480	0.521
MPI-ESM1-2-HR_BARPA	[-]	1.89	1.89	1.89	0.00101	0.377	1.56	0.601	0.608	0.790	0.748	0.671
MPI-ESM1-2-HR_CMIP6	[-]	1.23	1.23	1.90	-0.665	0.733	3.04	0.255	0.523	0.512	0.538	0.470
NorESM2-MM_BARPA	[-]	1.86	1.86	1.89	-0.0321	0.370	1.79	0.619	0.604	0.740	0.568	0.627
NorESM2-MM_CCAM	[-]	1.70	1.70	1.89	-0.188	0.441	2.99	0.567	0.543	0.503	0.468	0.525
NorESM2-MM_CMIP6	[-]	1.45	1.45	1.89	-0.443	0.511	2.78	0.419	0.603	0.545	0.425	0.519

	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	[-]	1.72
ACCESS-CM2_BARPA	[-]	1.69	1.69	1.72	-0.0246	0.284	1.75	0.675	0.602	0.767	0.937	0.716
ACCESS-CM2_CCAM	[-]	1.73	1.73	1.72	0.0183	0.374	4.11	0.655	0.485	0.294	0.680	0.520
ACCESS-CM2_CMIP6	[-]	1.31	1.31	1.72	-0.411	0.524	4.64	0.376	0.441	0.185	0.994	0.488
ACCESS-ESM1-5_BARPA	[-]	1.67	1.67	1.72	-0.0427	0.308	1.80	0.665	0.566	0.763	0.954	0.703
ACCESS-ESM1-5_CCAM	[-]	1.69	1.69	1.72	-0.0285	0.418	4.58	0.658	0.414	0.209	0.660	0.471
ACCESS-ESM1-5_CMIP6	[-]	1.44	1.44	1.73	-0.287	0.467	4.43	0.522	0.417	0.219	0.961	0.507
CESM2_BARPA	[-]	1.82	1.82	1.72	0.106	0.332	2.23	0.628	0.561	0.665	0.977	0.678
CESM2_CCAM	[-]	1.63	1.63	1.72	-0.0878	0.438	4.80	0.579	0.425	0.145	0.526	0.420
CMCC-ESM2_BARPA	[-]	1.76	1.76	1.72	0.0412	0.330	2.57	0.662	0.540	0.590	0.987	0.664
CMCC-ESM2_CCAM	[-]	1.52	1.52	1.72	-0.200	0.399	3.80	0.544	0.513	0.338	0.551	0.492
CMCC-ESM2_CMIP6	[-]	1.13	1.13	1.72	-0.590	0.640	3.01	0.245	0.550	0.532	0.988	0.573
CNRM-ESM2-1_CCAM	[-]	1.54	1.54	1.72	-0.175	0.460	4.11	0.607	0.392	0.290	0.713	0.479
CNRM-ESM2-1_CMIP6	[-]	1.51	1.51	1.72	-0.206	0.445	5.30	0.587	0.376	0.0943	0.978	0.482
EC-Earth3_BARPA	[-]	1.77	1.77	1.72	0.0543	0.320	1.90	0.661	0.557	0.735	0.984	0.699
EC-Earth3_CCAM	[-]	1.52	1.52	1.72	-0.196	0.452	4.07	0.548	0.430	0.293	0.563	0.453
EC-Earth3_CMIP6	[-]	1.24	1.24	1.71	-0.474	0.534	3.19	0.322	0.558	0.466	0.779	0.536
ERA5_BARPA	[-]	1.70	1.70	1.72	-0.0193	0.291	1.62	0.675	0.591	0.789	0.945	0.718
ERA5_CCAM	[-]	1.53	1.53	1.72	-0.183	0.424	3.82	0.572	0.454	0.345	0.562	0.477
MPI-ESM1-2-HR_BARPA	[-]	1.80	1.80	1.72	0.0798	0.327	1.81	0.638	0.553	0.748	0.992	0.697
MPI-ESM1-2-HR_CMIP6	[-]	1.13	1.13	1.72	-0.591	0.676	4.47	0.220	0.443	0.221	0.814	0.428
NorESM2-MM_BARPA	[-]	1.77	1.77	1.72	0.0520	0.307	2.43	0.670	0.575	0.619	0.926	0.673
NorESM2-MM_CCAM	[-]	1.58	1.58	1.72	-0.136	0.380	3.90	0.599	0.496	0.338	0.570	0.500
NorESM2-MM_CMIP6	[-]	1.36	1.36	1.72	-0.360	0.474	4.08	0.424	0.476	0.295	0.816	0.498

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.45
ACCESS-CM2_BARPA	[-]	2.63	2.63	3.45	-0.822	0.874	0.752	0.393	0.725	0.909	0.875	0.726
ACCESS-CM2_CCAM	[-]	2.63	2.63	3.45	-0.821	0.893	1.38	0.400	0.692	0.816	0.569	0.634
ACCESS-CM2_CMIP6	[-]	2.50	2.50	3.46	-0.968	1.03	0.962	0.321	0.662	0.898	0.800	0.669
ACCESS-ESM1-5_BARPA	[-]	2.71	2.71	3.45	-0.745	0.812	1.17	0.431	0.700	0.872	0.925	0.726
ACCESS-ESM1-5_CCAM	[-]	2.59	2.59	3.45	-0.862	0.934	1.76	0.383	0.683	0.788	0.603	0.628
ACCESS-ESM1-5_CMIP6	[-]	2.49	2.49	3.42	-0.927	0.998	1.70	0.333	0.648	0.796	0.992	0.683
CESM2_BARPA	[-]	2.78	2.78	3.45	-0.672	0.754	1.39	0.472	0.684	0.805	0.951	0.719
CESM2_CCAM	[-]	2.71	2.71	3.45	-0.746	0.822	1.99	0.438	0.698	0.699	0.713	0.649
CMCC-ESM2_BARPA	[-]	2.75	2.75	3.45	-0.698	0.793	2.04	0.457	0.654	0.688	0.921	0.675
CMCC-ESM2_CCAM	[-]	2.59	2.59	3.45	-0.865	0.960	2.47	0.381	0.637	0.599	0.698	0.590
CMCC-ESM2_CMIP6	[-]	2.56	2.56	3.42	-0.866	1.03	1.63	0.365	0.611	0.736	0.921	0.649
CNRM-ESM2-1_CCAM	[-]	2.52	2.52	3.45	-0.937	0.995	0.632	0.353	0.705	0.932	0.629	0.665
CNRM-ESM2-1_CMIP6	[-]	2.42	2.42	3.47	-1.05	1.18	0.691	0.298	0.542	0.893	0.915	0.638
EC-Earth3_BARPA	[-]	2.63	2.63	3.45	-0.818	0.884	0.553	0.394	0.692	0.956	0.913	0.730
EC-Earth3_CCAM	[-]	2.46	2.46	3.45	-0.998	1.04	0.620	0.326	0.751	0.941	0.630	0.680
EC-Earth3_CMIP6	[-]	2.41	2.41	3.45	-1.04	1.08	0.354	0.299	0.741	0.966	0.643	0.678
ERA5_BARPA	[-]	2.63	2.63	3.45	-0.818	0.876	1.11	0.393	0.703	0.833	0.905	0.707
ERA5_CCAM	[-]	2.59	2.59	3.45	-0.865	0.920	1.14	0.380	0.717	0.831	0.710	0.671
MPI-ESM1-2-HR_BARPA	[-]	3.08	3.08	3.45	-0.377	0.454	0.983	0.663	0.789	0.882	0.969	0.818
MPI-ESM1-2-HR_CMIP6	[-]	2.78	2.78	3.47	-0.686	0.748	1.19	0.466	0.728	0.864	0.958	0.749
NorESM2-MM_BARPA	[-]	2.57	2.57	3.45	-0.884	0.977	2.24	0.366	0.623	0.675	0.836	0.625
NorESM2-MM_CCAM	[-]	2.56	2.56	3.45	-0.891	0.981	2.42	0.372	0.642	0.627	0.606	0.578
NorESM2-MM_CMIP6	[-]	2.42	2.42	3.42	-1.01	1.10	2.32	0.329	0.638	0.637	0.985	0.646

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.56
ACCESS-CM2_BARPA	[-]	2.11	2.11	2.56	-0.453	0.583	1.21	0.509	0.660	0.861	0.755	0.689
ACCESS-CM2_CCAM	[-]	2.01	2.01	2.56	-0.553	0.711	2.31	0.463	0.555	0.654	0.464	0.538
ACCESS-CM2_CMIP6	[-]	1.67	1.67	2.55	-0.880	0.942	2.14	0.248	0.585	0.665	0.763	0.569
ACCESS-ESM1-5_BARPA	[-]	2.06	2.06	2.56	-0.496	0.631	1.17	0.487	0.630	0.862	0.775	0.677
ACCESS-ESM1-5_CCAM	[-]	1.96	1.96	2.56	-0.598	0.768	2.58	0.438	0.515	0.613	0.445	0.505
ACCESS-ESM1-5_CMIP6	[-]	1.79	1.79	2.56	-0.772	0.884	2.48	0.312	0.513	0.647	0.615	0.520
CESM2_BARPA	[-]	2.22	2.22	2.56	-0.341	0.522	1.46	0.562	0.644	0.823	0.848	0.704
CESM2_CCAM	[-]	1.79	1.79	2.56	-0.768	0.840	1.87	0.341	0.629	0.741	0.583	0.585
CMCC-ESM2_BARPA	[-]	2.17	2.17	2.56	-0.387	0.568	1.37	0.534	0.623	0.832	0.812	0.685
CMCC-ESM2_CCAM	[-]	1.97	1.97	2.56	-0.588	0.687	1.36	0.435	0.627	0.795	0.663	0.630
CMCC-ESM2_CMIP6	[-]	1.63	1.63	2.56	-0.928	0.970	1.17	0.248	0.652	0.824	0.684	0.612
CNRM-ESM2-1_CCAM	[-]	1.85	1.85	2.56	-0.714	0.872	2.40	0.376	0.511	0.614	0.429	0.488
CNRM-ESM2-1_CMIP6	[-]	1.80	1.80	2.55	-0.756	0.857	2.49	0.331	0.544	0.598	0.536	0.511
EC-Earth3_BARPA	[-]	2.14	2.14	2.56	-0.415	0.605	1.38	0.512	0.610	0.833	0.705	0.654
EC-Earth3_CCAM	[-]	1.78	1.78	2.56	-0.783	0.932	2.34	0.339	0.502	0.625	0.396	0.473
EC-Earth3_CMIP6	[-]	1.64	1.64	2.56	-0.919	1.00	1.94	0.263	0.564	0.705	0.597	0.538
ERA5_BARPA	[-]	2.12	2.12	2.56	-0.437	0.580	0.938	0.519	0.645	0.902	0.767	0.696
ERA5_CCAM	[-]	1.90	1.90	2.56	-0.664	0.782	1.55	0.393	0.569	0.755	0.558	0.569
MPI-ESM1-2-HR_BARPA	[-]	2.28	2.28	2.56	-0.278	0.486	0.976	0.583	0.658	0.884	0.928	0.742
MPI-ESM1-2-HR_CMIP6	[-]	1.68	1.68	2.56	-0.880	0.965	2.12	0.265	0.545	0.677	0.881	0.583
NorESM2-MM_BARPA	[-]	2.16	2.16	2.56	-0.401	0.564	1.39	0.539	0.627	0.827	0.683	0.661
NorESM2-MM_CCAM	[-]	1.99	1.99	2.56	-0.569	0.681	1.49	0.449	0.605	0.790	0.559	0.602
NorESM2-MM_CMIP6	[-]	1.69	1.69	2.56	-0.865	0.922	1.44	0.276	0.621	0.812	0.523	0.570

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.29
ACCESS-CM2_BARPA	[-]	2.69	2.69	3.28	-0.595	0.730	0.751	0.504	0.652	0.905	0.775	0.697
ACCESS-CM2_CCAM	[-]	2.49	2.49	3.29	-0.796	0.930	1.70	0.386	0.567	0.751	0.722	0.599
ACCESS-CM2_CMIP6	[-]	2.29	2.29	3.30	-1.01	1.11	1.59	0.283	0.560	0.778	0.894	0.615
ACCESS-ESM1-5_BARPA	[-]	2.71	2.71	3.28	-0.574	0.710	0.868	0.515	0.655	0.907	0.828	0.712
ACCESS-ESM1-5_CCAM	[-]	2.40	2.40	3.29	-0.883	0.999	2.03	0.347	0.571	0.726	0.702	0.584
ACCESS-ESM1-5_CMIP6	[-]	2.33	2.33	3.31	-0.979	1.08	2.35	0.287	0.557	0.663	0.874	0.588
CESM2_BARPA	[-]	2.85	2.85	3.28	-0.439	0.656	0.824	0.568	0.639	0.902	0.806	0.710
CESM2_CCAM	[-]	2.40	2.40	3.29	-0.883	0.944	1.02	0.346	0.674	0.877	0.836	0.681
CMCC-ESM2_BARPA	[-]	2.82	2.82	3.28	-0.465	0.689	1.49	0.570	0.602	0.783	0.781	0.668
CMCC-ESM2_CCAM	[-]	2.50	2.50	3.29	-0.784	0.920	1.37	0.396	0.574	0.817	0.652	0.602
CMCC-ESM2_CMIP6	[-]	2.19	2.19	3.27	-1.08	1.16	0.987	0.252	0.590	0.868	0.933	0.647
CNRM-ESM2-1_CCAM	[-]	2.32	2.32	3.29	-0.968	1.06	1.17	0.310	0.614	0.828	0.493	0.572
CNRM-ESM2-1_CMIP6	[-]	2.28	2.28	3.27	-0.994	1.07	1.21	0.282	0.608	0.827	0.617	0.588
EC-Earth3_BARPA	[-]	2.64	2.64	3.28	-0.646	0.769	0.742	0.478	0.648	0.931	0.721	0.685
EC-Earth3_CCAM	[-]	2.28	2.28	3.29	-1.00	1.09	1.25	0.293	0.605	0.814	0.632	0.590
EC-Earth3_CMIP6	[-]	2.17	2.17	3.28	-1.12	1.19	1.12	0.250	0.611	0.848	0.851	0.634
ERA5_BARPA	[-]	2.72	2.72	3.28	-0.563	0.721	0.862	0.521	0.645	0.892	0.736	0.688
ERA5_CCAM	[-]	2.47	2.47	3.28	-0.814	0.937	1.01	0.381	0.593	0.858	0.700	0.625
MPI-ESM1-2-HR_BARPA	[-]	3.11	3.11	3.28	-0.174	0.571	0.896	0.659	0.612	0.894	0.933	0.742
MPI-ESM1-2-HR_CMIP6	[-]	2.51	2.51	3.29	-0.779	0.935	1.41	0.399	0.545	0.801	0.954	0.649
NorESM2-MM_BARPA	[-]	2.62	2.62	3.28	-0.665	0.832	1.50	0.469	0.587	0.801	0.690	0.627
NorESM2-MM_CCAM	[-]	2.48	2.48	3.29	-0.808	0.953	1.77	0.385	0.551	0.768	0.623	0.576
NorESM2-MM_CMIP6	[-]	2.24	2.24	3.27	-1.03	1.15	2.09	0.270	0.534	0.715	0.842	0.579

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.93
ACCESS-CM2_BARPA	[-]	2.49	2.49	2.92	-0.431	0.603	1.66	0.519	0.653	0.770	0.994	0.718
ACCESS-CM2_CCAM	[-]	2.68	2.68	2.93	-0.253	0.514	1.25	0.565	0.688	0.857	0.977	0.755
ACCESS-CM2_CMIP6	[-]	1.87	1.87	3.05	-1.18	1.21	0.00	0.221	0.710	1.00	0.0335	0.535
ACCESS-ESM1-5_BARPA	[-]	2.52	2.52	2.92	-0.399	0.574	2.00	0.539	0.646	0.711	0.995	0.707
ACCESS-ESM1-5_CCAM	[-]	2.72	2.72	2.93	-0.210	0.507	1.23	0.569	0.685	0.842	0.989	0.754
ACCESS-ESM1-5_CMIP6	[-]	1.20	1.20	2.61	-1.41	1.42	2.05	0.0499	0.819	0.745	1.00	0.686
CESM2_BARPA	[-]	2.56	2.56	2.92	-0.355	0.558	1.62	0.549	0.655	0.768	0.995	0.724
CESM2_CCAM	[-]	2.85	2.85	2.93	-0.0805	0.466	1.04	0.595	0.684	0.862	0.993	0.764
CMCC-ESM2_BARPA	[-]	2.53	2.53	2.92	-0.383	0.563	1.13	0.541	0.656	0.841	0.978	0.734
CMCC-ESM2_CCAM	[-]	2.74	2.74	2.93	-0.191	0.493	0.941	0.576	0.694	0.871	0.958	0.758
CMCC-ESM2_CMIP6	[-]	2.04	2.04	2.73	-0.684	0.714	2.51	0.374	0.693	0.595	0.528	0.577
CNRM-ESM2-1_CCAM	[-]	2.71	2.71	2.93	-0.221	0.502	1.60	0.565	0.711	0.803	0.979	0.754
CNRM-ESM2-1_CMIP6	[-]	1.81	1.81	2.86	-1.05	1.07	2.06	0.173	0.751	0.710	0.0135	0.480
EC-Earth3_BARPA	[-]	2.41	2.41	2.92	-0.505	0.640	1.01	0.477	0.664	0.845	0.994	0.729
EC-Earth3_CCAM	[-]	2.48	2.48	2.93	-0.452	0.582	0.907	0.508	0.727	0.886	0.949	0.759
EC-Earth3_CMIP6	[-]	2.19	2.19	2.88	-0.689	0.788	2.20	0.353	0.596	0.635	0.939	0.624
ERA5_BARPA	[-]	2.46	2.46	2.92	-0.454	0.597	0.992	0.499	0.687	0.841	0.989	0.741
ERA5_CCAM	[-]	2.69	2.69	2.93	-0.241	0.483	0.789	0.586	0.701	0.923	0.977	0.778
MPI-ESM1-2-HR_BARPA	[-]	2.63	2.63	2.92	-0.283	0.446	0.709	0.602	0.740	0.906	0.996	0.797
MPI-ESM1-2-HR_CMIP6	[-]	2.36	2.36	3.01	-0.649	0.680	0.654	0.375	0.740	0.958	0.426	0.648
NorESM2-MM_BARPA	[-]	2.46	2.46	2.92	-0.462	0.649	1.71	0.494	0.622	0.757	0.987	0.697
NorESM2-MM_CCAM	[-]	2.66	2.66	2.93	-0.270	0.537	1.20	0.561	0.662	0.871	0.993	0.750
NorESM2-MM_CMIP6	[-]	2.19	2.19	2.73	-0.533	0.569	2.02	0.359	0.689	0.718	0.836	0.658

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.95
ACCESS-CM2_BARPA	[-]	2.16	2.16	2.94	-0.777	0.914	0.999	0.432	0.631	0.881	0.752	0.665
ACCESS-CM2_CCAM	[-]	2.36	2.36	2.95	-0.591	0.789	0.917	0.514	0.632	0.928	0.777	0.696
ACCESS-CM2_CMIP6	[-]	1.16	1.16	2.93	-1.77	1.83	0.00	0.0971	0.536	1.00	1.00	0.634
ACCESS-ESM1-5_BARPA	[-]	2.19	2.19	2.94	-0.750	0.882	1.38	0.449	0.648	0.826	0.754	0.665
ACCESS-ESM1-5_CCAM	[-]	2.31	2.31	2.95	-0.634	0.824	1.02	0.494	0.638	0.886	0.841	0.700
ACCESS-ESM1-5_CMIP6	[-]	1.39	1.39	2.92	-1.53	1.59	0.974	0.109	0.677	0.883	0.469	0.563
CESM2_BARPA	[-]	2.23	2.23	2.94	-0.707	0.838	0.443	0.461	0.668	0.944	0.758	0.700
CESM2_CCAM	[-]	2.43	2.43	2.95	-0.520	0.771	0.795	0.511	0.631	0.915	0.834	0.704
CMCC-ESM2_BARPA	[-]	2.26	2.26	2.94	-0.679	0.798	0.341	0.488	0.669	0.966	0.700	0.698
CMCC-ESM2_CCAM	[-]	2.44	2.44	2.95	-0.504	0.759	0.452	0.521	0.638	0.955	0.758	0.702
CMCC-ESM2_CMIP6	[-]	1.90	1.90	2.92	-1.02	1.18	0.665	0.402	0.638	0.920	0.574	0.634
CNRM-ESM2-1_CCAM	[-]	2.38	2.38	2.95	-0.569	0.800	1.80	0.514	0.624	0.776	0.782	0.664
CNRM-ESM2-1_CMIP6	[-]	1.71	1.71	2.80	-1.09	1.14	1.72	0.202	0.652	0.784	0.925	0.643
EC-Earth3_BARPA	[-]	2.13	2.13	2.94	-0.812	0.932	0.820	0.427	0.638	0.905	0.752	0.672
EC-Earth3_CCAM	[-]	2.22	2.22	2.95	-0.729	0.863	1.19	0.486	0.644	0.868	0.741	0.677
EC-Earth3_CMIP6	[-]	2.02	2.02	2.94	-0.920	1.07	0.385	0.331	0.527	0.936	0.423	0.549
ERA5_BARPA	[-]	2.24	2.24	2.94	-0.707	0.814	0.330	0.471	0.693	0.963	0.699	0.704
ERA5_CCAM	[-]	2.41	2.41	2.95	-0.544	0.749	0.270	0.532	0.642	0.980	0.768	0.713
MPI-ESM1-2-HR_BARPA	[-]	2.35	2.35	2.94	-0.593	0.699	0.396	0.529	0.710	0.958	0.733	0.728
MPI-ESM1-2-HR_CMIP6	[-]	2.01	2.01	3.01	-0.999	1.07	1.22	0.340	0.646	0.873	0.972	0.696
NorESM2-MM_BARPA	[-]	2.17	2.17	2.94	-0.767	0.906	0.697	0.436	0.628	0.929	0.746	0.673
NorESM2-MM_CCAM	[-]	2.31	2.31	2.95	-0.636	0.823	0.227	0.489	0.640	0.981	0.829	0.716
NorESM2-MM_CMIP6	[-]	2.08	2.08	2.92	-0.839	0.906	0.983	0.369	0.719	0.937	0.806	0.710

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.18
ACCESS-CM2_BARPA	[-]	2.58	2.58	3.19	-0.611	0.700	1.44	0.524	0.720	0.821	0.980	0.753
ACCESS-CM2_CCAM	[-]	2.80	2.80	3.18	-0.379	0.550	1.27	0.628	0.720	0.859	0.790	0.743
ACCESS-CM2_CMIP6	[-]	2.17	2.17	3.27	-1.10	1.14	1.71	0.313	0.723	0.808	0.707	0.655
ACCESS-ESM1-5_BARPA	[-]	2.65	2.65	3.19	-0.548	0.656	1.55	0.560	0.713	0.808	0.989	0.757
ACCESS-ESM1-5_CCAM	[-]	2.84	2.84	3.18	-0.343	0.535	1.26	0.648	0.710	0.871	0.851	0.758
ACCESS-ESM1-5_CMIP6	[-]	1.89	1.89	3.16	-1.27	1.29	0.683	0.177	0.741	0.954	0.664	0.656
CESM2_BARPA	[-]	2.66	2.66	3.19	-0.532	0.623	1.29	0.570	0.730	0.809	0.976	0.763
CESM2_CCAM	[-]	3.00	3.00	3.18	-0.186	0.468	1.50	0.678	0.734	0.778	0.912	0.767
CMCC-ESM2_BARPA	[-]	2.63	2.63	3.19	-0.560	0.647	1.28	0.550	0.717	0.801	0.971	0.751
CMCC-ESM2_CCAM	[-]	2.65	2.65	3.18	-0.536	0.638	1.26	0.557	0.726	0.817	0.691	0.703
CMCC-ESM2_CMIP6	[-]	2.24	2.24	3.08	-0.842	0.931	0.842	0.353	0.726	0.864	0.695	0.673
CNRM-ESM2-1_CCAM	[-]	2.71	2.71	3.18	-0.472	0.604	1.77	0.589	0.722	0.756	0.749	0.707
CNRM-ESM2-1_CMIP6	[-]	2.09	2.09	3.14	-1.06	1.15	2.04	0.300	0.624	0.663	0.737	0.590
EC-Earth3_BARPA	[-]	2.44	2.44	3.19	-0.753	0.820	1.49	0.440	0.716	0.822	0.989	0.737
EC-Earth3_CCAM	[-]	2.56	2.56	3.18	-0.621	0.709	1.68	0.516	0.717	0.794	0.711	0.691
EC-Earth3_CMIP6	[-]	2.60	2.60	3.22	-0.628	0.717	1.78	0.504	0.704	0.788	0.988	0.738
ERA5_BARPA	[-]	2.51	2.51	3.19	-0.679	0.745	1.18	0.481	0.735	0.830	0.977	0.752
ERA5_CCAM	[-]	2.70	2.70	3.18	-0.482	0.583	1.30	0.585	0.757	0.812	0.763	0.735
MPI-ESM1-2-HR_BARPA	[-]	2.94	2.94	3.19	-0.255	0.450	1.37	0.708	0.749	0.804	0.972	0.796
MPI-ESM1-2-HR_CMIP6	[-]	2.85	2.85	3.18	-0.337	0.443	1.71	0.614	0.802	0.796	0.342	0.671
NorESM2-MM_BARPA	[-]	2.46	2.46	3.19	-0.729	0.820	1.43	0.453	0.669	0.789	0.963	0.709
NorESM2-MM_CCAM	[-]	2.71	2.71	3.18	-0.469	0.607	1.33	0.597	0.706	0.807	0.811	0.725
NorESM2-MM_CMIP6	[-]	2.42	2.42	3.08	-0.663	0.756	2.22	0.434	0.630	0.650	0.846	0.638

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.56
ACCESS-CM2_BARPA	[-]	2.71	2.71	3.55	-0.847	0.930	0.879	0.500	0.739	0.940	0.977	0.779
ACCESS-CM2_CCAM	[-]	2.80	2.80	3.56	-0.758	0.874	0.996	0.540	0.700	0.933	0.884	0.751
ACCESS-CM2_CMIP6	[-]	1.67	1.67	3.49	-1.81	1.87	1.36	0.209	0.670	0.871	0.702	0.624
ACCESS-ESM1-5_BARPA	[-]	2.80	2.80	3.55	-0.757	0.841	0.233	0.540	0.755	0.978	0.991	0.804
ACCESS-ESM1-5_CCAM	[-]	2.78	2.78	3.56	-0.783	0.901	0.550	0.529	0.694	0.953	0.922	0.758
ACCESS-ESM1-5_CMIP6	[-]	2.29	2.29	3.60	-1.31	1.41	1.03	0.304	0.619	0.930	0.179	0.530
CESM2_BARPA	[-]	2.83	2.83	3.55	-0.729	0.812	0.253	0.552	0.754	0.982	0.986	0.806
CESM2_CCAM	[-]	2.88	2.88	3.56	-0.679	0.812	0.151	0.579	0.698	0.988	0.956	0.784
CMCC-ESM2_BARPA	[-]	2.89	2.89	3.55	-0.663	0.770	0.117	0.584	0.737	0.992	0.995	0.809
CMCC-ESM2_CCAM	[-]	2.72	2.72	3.56	-0.839	0.986	0.0432	0.503	0.653	0.995	0.883	0.737
CMCC-ESM2_CMIP6	[-]	2.29	2.29	3.64	-1.35	1.47	0.788	0.323	0.620	0.927	0.566	0.611
CNRM-ESM2-1_CCAM	[-]	2.70	2.70	3.56	-0.864	1.00	1.74	0.493	0.657	0.776	0.849	0.686
CNRM-ESM2-1_CMIP6	[-]	1.86	1.86	3.14	-1.28	1.35	1.03	0.311	0.679	0.930	1.00	0.720
EC-Earth3_BARPA	[-]	2.75	2.75	3.55	-0.802	0.905	0.634	0.520	0.720	0.943	0.997	0.780
EC-Earth3_CCAM	[-]	2.61	2.61	3.56	-0.954	1.04	1.08	0.455	0.702	0.892	0.824	0.715
EC-Earth3_CMIP6	[-]	2.46	2.46	3.56	-1.10	1.20	1.97	0.393	0.668	0.760	0.987	0.695
ERA5_BARPA	[-]	2.76	2.76	3.56	-0.797	0.868	0.00912	0.521	0.762	0.999	0.985	0.806
ERA5_CCAM	[-]	2.76	2.76	3.57	-0.805	0.898	0.0671	0.516	0.718	0.994	0.839	0.757
MPI-ESM1-2-HR_BARPA	[-]	3.09	3.09	3.55	-0.466	0.545	0.206	0.683	0.821	0.986	0.989	0.860
MPI-ESM1-2-HR_CMIP6	[-]	2.83	2.83	3.58	-0.754	0.807	1.03	0.530	0.785	0.930	0.469	0.700
NorESM2-MM_BARPA	[-]	2.64	2.64	3.55	-0.916	1.03	0.669	0.470	0.683	0.957	0.977	0.754
NorESM2-MM_CCAM	[-]	2.67	2.67	3.56	-0.888	1.01	0.0457	0.481	0.668	0.996	0.876	0.738
NorESM2-MM_CMIP6	[-]	2.27	2.27	3.64	-1.37	1.46	0.208	0.312	0.652	0.986	0.743	0.669

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.77
ACCESS-CM2_BARPA	[-]	2.97	2.97	3.77	-0.799	0.885	0.909	0.510	0.737	0.900	0.828	0.742
ACCESS-CM2_CCAM	[-]	2.82	2.82	3.76	-0.942	1.01	1.44	0.442	0.731	0.827	0.771	0.701
ACCESS-CM2_CMIP6	[-]	2.25	2.25	3.80	-1.54	1.59	0.517	0.261	0.749	0.936	0.662	0.671
ACCESS-ESM1-5_BARPA	[-]	3.07	3.07	3.77	-0.706	0.827	1.67	0.549	0.718	0.794	0.853	0.726
ACCESS-ESM1-5_CCAM	[-]	2.74	2.74	3.76	-1.03	1.09	1.66	0.409	0.727	0.815	0.742	0.684
ACCESS-ESM1-5_CMIP6	[-]	2.65	2.65	3.63	-0.988	1.05	2.03	0.339	0.681	0.749	0.852	0.661
CESM2_BARPA	[-]	3.12	3.12	3.77	-0.654	0.779	1.69	0.578	0.708	0.750	0.860	0.721
CESM2_CCAM	[-]	2.83	2.83	3.76	-0.935	1.01	1.48	0.447	0.727	0.820	0.742	0.693
CMCC-ESM2_BARPA	[-]	3.11	3.11	3.77	-0.668	0.878	2.65	0.571	0.623	0.585	0.856	0.651
CMCC-ESM2_CCAM	[-]	2.64	2.64	3.76	-1.12	1.23	2.41	0.376	0.637	0.615	0.715	0.596
CMCC-ESM2_CMIP6	[-]	2.33	2.33	3.78	-1.45	1.51	1.88	0.259	0.670	0.722	0.948	0.654
CNRM-ESM2-1_CCAM	[-]	2.52	2.52	3.76	-1.25	1.30	0.326	0.332	0.715	0.970	0.589	0.664
CNRM-ESM2-1_CMIP6	[-]	2.46	2.46	3.88	-1.42	1.51	0.200	0.265	0.628	0.987	0.645	0.630
EC-Earth3_BARPA	[-]	3.02	3.02	3.77	-0.750	0.864	1.18	0.531	0.710	0.881	0.828	0.732
EC-Earth3_CCAM	[-]	2.60	2.60	3.76	-1.17	1.22	0.920	0.358	0.747	0.934	0.685	0.694
EC-Earth3_CMIP6	[-]	2.44	2.44	3.78	-1.34	1.39	0.914	0.307	0.719	0.928	0.879	0.710
ERA5_BARPA	[-]	2.98	2.98	3.77	-0.790	0.903	2.16	0.513	0.696	0.655	0.821	0.676
ERA5_CCAM	[-]	2.72	2.72	3.76	-1.04	1.10	0.947	0.404	0.744	0.855	0.701	0.690
MPI-ESM1-2-HR_BARPA	[-]	3.51	3.51	3.77	-0.261	0.520	1.53	0.738	0.747	0.802	0.930	0.793
MPI-ESM1-2-HR_CMIP6	[-]	3.09	3.09	3.81	-0.724	0.780	0.897	0.528	0.773	0.889	0.340	0.660
NorESM2-MM_BARPA	[-]	2.80	2.80	3.77	-0.969	1.11	2.31	0.436	0.620	0.672	0.731	0.616
NorESM2-MM_CCAM	[-]	2.63	2.63	3.76	-1.13	1.24	2.26	0.369	0.639	0.684	0.695	0.605
NorESM2-MM_CMIP6	[-]	2.25	2.25	3.78	-1.53	1.61	2.47	0.233	0.620	0.640	0.995	0.621

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.48
ACCESS-CM2_BARPA	[-]	2.55	2.55	3.49	-0.947	1.04	1.62	0.315	0.634	0.765	0.743	0.618
ACCESS-CM2_CCAM	[-]	2.51	2.51	3.49	-0.973	1.06	1.84	0.295	0.639	0.740	0.818	0.626
ACCESS-CM2_CMIP6	[-]	2.14	2.14	3.54	-1.40	1.44	2.03	0.159	0.656	0.720	0.994	0.637
ACCESS-ESM1-5_BARPA	[-]	2.66	2.66	3.49	-0.837	0.929	1.17	0.368	0.655	0.845	0.787	0.662
ACCESS-ESM1-5_CCAM	[-]	2.47	2.47	3.49	-1.02	1.08	1.45	0.280	0.668	0.822	0.796	0.647
ACCESS-ESM1-5_CMIP6	[-]	2.12	2.12	3.46	-1.34	1.39	1.66	0.164	0.661	0.760	0.935	0.636
CESM2_BARPA	[-]	2.60	2.60	3.49	-0.896	1.00	1.53	0.340	0.625	0.776	0.764	0.626
CESM2_CCAM	[-]	2.45	2.45	3.49	-1.04	1.10	1.95	0.268	0.643	0.722	0.859	0.627
CMCC-ESM2_BARPA	[-]	2.67	2.67	3.49	-0.818	0.965	2.49	0.378	0.589	0.586	0.754	0.579
CMCC-ESM2_CCAM	[-]	2.43	2.43	3.49	-1.06	1.16	2.47	0.266	0.605	0.603	0.785	0.573
CMCC-ESM2_CMIP6	[-]	2.16	2.16	3.51	-1.35	1.40	1.61	0.178	0.653	0.768	0.990	0.648
CNRM-ESM2-1_CCAM	[-]	2.39	2.39	3.49	-1.10	1.15	1.48	0.253	0.673	0.829	0.700	0.626
CNRM-ESM2-1_CMIP6	[-]	2.30	2.30	3.50	-1.20	1.25	1.68	0.201	0.635	0.767	0.929	0.633
EC-Earth3_BARPA	[-]	2.56	2.56	3.49	-0.937	1.03	1.40	0.325	0.623	0.816	0.712	0.620
EC-Earth3_CCAM	[-]	2.35	2.35	3.49	-1.14	1.20	1.81	0.238	0.656	0.741	0.774	0.613
EC-Earth3_CMIP6	[-]	2.20	2.20	3.47	-1.27	1.32	1.94	0.189	0.652	0.713	0.795	0.600
ERA5_BARPA	[-]	2.60	2.60	3.49	-0.892	1.00	1.89	0.343	0.624	0.703	0.724	0.604
ERA5_CCAM	[-]	2.54	2.54	3.49	-0.949	1.04	2.20	0.308	0.640	0.653	0.781	0.605
MPI-ESM1-2-HR_BARPA	[-]	2.94	2.94	3.49	-0.550	0.772	1.70	0.538	0.563	0.771	0.925	0.672
MPI-ESM1-2-HR_CMIP6	[-]	2.50	2.50	3.46	-0.963	1.05	2.22	0.275	0.617	0.655	0.828	0.598
NorESM2-MM_BARPA	[-]	2.37	2.37	3.49	-1.12	1.23	2.28	0.251	0.592	0.640	0.624	0.540
NorESM2-MM_CCAM	[-]	2.41	2.41	3.49	-1.08	1.17	2.14	0.262	0.623	0.671	0.690	0.574
NorESM2-MM_CMIP6	[-]	2.05	2.05	3.51	-1.46	1.53	1.93	0.155	0.595	0.717	0.932	0.599

	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	[-]	1.50
ACCESS-CM2_BARPA	[-]	1.41	1.41	1.51	-0.0982	0.276	1.79	0.664	0.583	0.747	0.978	0.711
ACCESS-CM2_CCAM	[-]	1.53	1.53	1.50	0.0263	0.318	3.91	0.618	0.534	0.321	0.960	0.593
ACCESS-CM2_CMIP6	[-]	0.753	0.753	1.51	-0.758	0.799	4.07	0.135	0.488	0.296	0.484	0.378
ACCESS-ESM1-5_BARPA	[-]	1.36	1.36	1.51	-0.149	0.307	2.85	0.641	0.550	0.551	0.977	0.654
ACCESS-ESM1-5_CCAM	[-]	1.48	1.48	1.50	-0.0206	0.336	3.71	0.639	0.489	0.366	0.976	0.592
ACCESS-ESM1-5_CMIP6	[-]	0.744	0.744	1.40	-0.654	0.680	3.31	0.111	0.523	0.389	0.697	0.449
CESM2_BARPA	[-]	1.52	1.52	1.51	0.0112	0.255	1.26	0.647	0.634	0.828	0.961	0.741
CESM2_CCAM	[-]	1.54	1.54	1.50	0.0387	0.351	4.12	0.636	0.466	0.277	0.993	0.568
CMCC-ESM2_BARPA	[-]	1.49	1.49	1.51	-0.0153	0.290	1.76	0.644	0.578	0.740	0.898	0.688
CMCC-ESM2_CCAM	[-]	1.48	1.48	1.50	-0.0245	0.296	3.02	0.645	0.556	0.488	0.983	0.645
CMCC-ESM2_CMIP6	[-]	0.793	0.793	1.46	-0.663	0.685	3.28	0.132	0.614	0.490	0.994	0.569
CNRM-ESM2-1_CCAM	[-]	1.41	1.41	1.50	-0.0911	0.356	4.15	0.641	0.461	0.281	0.991	0.567
CNRM-ESM2-1_CMIP6	[-]	1.04	1.04	1.48	-0.442	0.580	5.74	0.341	0.360	0.0225	0.638	0.344
EC-Earth3_BARPA	[-]	1.50	1.50	1.51	-0.0108	0.268	1.63	0.670	0.586	0.787	0.959	0.717
EC-Earth3_CCAM	[-]	1.45	1.45	1.50	-0.0555	0.334	3.58	0.648	0.484	0.382	0.992	0.598
EC-Earth3_CMIP6	[-]	1.04	1.04	1.53	-0.490	0.517	1.67	0.272	0.636	0.777	0.950	0.654
ERA5_BARPA	[-]	1.42	1.42	1.51	-0.0830	0.272	2.10	0.672	0.587	0.702	0.978	0.705
ERA5_CCAM	[-]	1.44	1.44	1.50	-0.0611	0.305	2.95	0.657	0.534	0.512	0.993	0.646
MPI-ESM1-2-HR_BARPA	[-]	1.53	1.53	1.51	0.0184	0.308	1.82	0.629	0.536	0.748	0.891	0.668
MPI-ESM1-2-HR_CMIP6	[-]	0.933	0.933	1.46	-0.526	0.566	3.53	0.231	0.552	0.414	0.986	0.547
NorESM2-MM_BARPA	[-]	1.51	1.51	1.51	-0.00102	0.255	2.13	0.662	0.616	0.685	0.985	0.713
NorESM2-MM_CCAM	[-]	1.50	1.50	1.50	0.000655	0.309	2.64	0.644	0.527	0.588	0.987	0.654
NorESM2-MM_CMIP6	[-]	1.02	1.02	1.46	-0.433	0.487	3.75	0.289	0.542	0.322	0.989	0.537

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:: Thu Sep 19 19:25:36 2024: ncatted -a missing_value,vDTR,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/vDTR/v20240411/vDTR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 13:48:11 2024: cdo -f nc4c -b f32 -z zip_1 --shuffle setmissval,1.e+20 /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/vDTR/v20240411/vDTR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/vDTR/v20240411/vDTR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_compressed.nc Wed May 15 14:05:28 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 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/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 /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19910101-19911231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19920101-19921231_daily.nc 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/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 /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19130101-19131231_daily.nc 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/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 vDTR /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/vDTR/v20240411/vDTR_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 2.4.0 (https://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

Icclim_version:: 6.5.0

Project_id:: indices

Frequency:: climdex

Variable_id:: vDTR

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