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	[-]	25.5
ACCESS-CM2_BARPA	[-]	25.0	25.0	25.5	-0.501	2.05	0.729	0.719	0.706	0.936	0.989	0.811
ACCESS-CM2_CCAM	[-]	25.7	25.7	25.5	0.253	2.25	1.01	0.767	0.614	0.902	0.995	0.778
ACCESS-CM2_CMIP6	[-]	21.2	21.2	25.4	-4.16	4.44	0.709	0.351	0.703	0.936	0.966	0.732
ACCESS-ESM1-5_BARPA	[-]	25.1	25.1	25.5	-0.361	1.87	0.815	0.731	0.735	0.925	0.998	0.825
ACCESS-ESM1-5_CCAM	[-]	25.3	25.3	25.5	-0.174	2.17	0.857	0.741	0.644	0.912	0.998	0.788
ACCESS-ESM1-5_CMIP6	[-]	22.2	22.2	25.4	-3.22	3.59	0.888	0.445	0.693	0.911	0.960	0.740
CESM2_BARPA	[-]	26.1	26.1	25.5	0.634	2.24	0.636	0.683	0.696	0.941	0.995	0.802
CESM2_CCAM	[-]	25.8	25.8	25.5	0.317	1.92	0.811	0.753	0.699	0.918	0.997	0.813
CMCC-ESM2_BARPA	[-]	25.8	25.8	25.5	0.311	2.34	0.835	0.710	0.650	0.905	0.991	0.781
CMCC-ESM2_CCAM	[-]	24.5	24.5	25.5	-0.977	1.88	0.538	0.714	0.761	0.950	0.993	0.836
CMCC-ESM2_CMIP6	[-]	19.5	19.5	25.5	-5.95	6.05	0.477	0.221	0.788	0.956	0.941	0.739
CNRM-ESM2-1_CCAM	[-]	24.8	24.8	25.5	-0.657	2.17	0.813	0.720	0.663	0.925	0.995	0.793
CNRM-ESM2-1_CMIP6	[-]	22.8	22.8	25.4	-2.64	3.13	0.711	0.506	0.726	0.935	0.997	0.778
EC-Earth3_BARPA	[-]	25.6	25.6	25.5	0.117	1.96	0.694	0.728	0.721	0.939	0.990	0.820
EC-Earth3_CCAM	[-]	24.3	24.3	25.5	-1.14	2.24	0.857	0.694	0.672	0.922	0.997	0.792
EC-Earth3_CMIP6	[-]	22.7	22.7	25.5	-2.75	3.20	0.727	0.507	0.692	0.937	0.993	0.764
ERA5_BARPA	[-]	25.1	25.1	25.5	-0.435	2.01	0.544	0.721	0.714	0.947	0.992	0.817
ERA5_CCAM	[-]	25.1	25.1	25.5	-0.431	1.81	0.555	0.749	0.724	0.952	0.996	0.829
MPI-ESM1-2-HR_BARPA	[-]	26.9	26.9	25.5	1.39	2.35	0.683	0.652	0.705	0.933	0.998	0.798
MPI-ESM1-2-HR_CMIP6	[-]	22.0	22.0	25.4	-3.48	3.80	0.623	0.416	0.706	0.942	0.987	0.751
NorESM2-MM_BARPA	[-]	24.7	24.7	25.5	-0.747	2.79	1.10	0.662	0.594	0.859	0.969	0.735
NorESM2-MM_CCAM	[-]	24.4	24.4	25.5	-1.11	2.57	1.25	0.699	0.601	0.851	0.997	0.750
NorESM2-MM_CMIP6	[-]	19.4	19.4	25.5	-6.03	6.29	1.12	0.209	0.648	0.864	0.995	0.673

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.6
ACCESS-CM2_BARPA	[-]	24.2	24.2	26.6	-2.31	2.78	0.870	0.533	0.660	0.939	0.971	0.763
ACCESS-CM2_CCAM	[-]	25.5	25.5	26.6	-1.01	2.55	1.35	0.749	0.535	0.861	0.998	0.758
ACCESS-CM2_CMIP6	[-]	22.8	22.8	26.5	-3.77	3.98	0.509	0.346	0.693	0.957	0.999	0.743
ACCESS-ESM1-5_BARPA	[-]	24.2	24.2	26.6	-2.33	2.63	0.554	0.532	0.724	0.963	0.961	0.787
ACCESS-ESM1-5_CCAM	[-]	24.6	24.6	26.6	-1.95	2.58	0.540	0.588	0.642	0.964	0.974	0.775
ACCESS-ESM1-5_CMIP6	[-]	22.9	22.9	26.5	-3.62	3.85	0.707	0.362	0.694	0.953	0.957	0.736
CESM2_BARPA	[-]	25.2	25.2	26.6	-1.34	1.98	0.548	0.694	0.688	0.944	0.926	0.799
CESM2_CCAM	[-]	26.4	26.4	26.6	-0.203	1.50	0.727	0.799	0.736	0.939	1.00	0.854
CMCC-ESM2_BARPA	[-]	25.3	25.3	26.6	-1.26	2.05	0.807	0.712	0.655	0.925	0.934	0.790
CMCC-ESM2_CCAM	[-]	24.4	24.4	26.6	-2.14	2.38	0.499	0.561	0.769	0.966	0.961	0.809
CMCC-ESM2_CMIP6	[-]	20.0	20.0	26.5	-6.54	6.65	0.355	0.188	0.791	0.977	0.783	0.696
CNRM-ESM2-1_CCAM	[-]	24.9	24.9	26.6	-1.66	3.04	0.577	0.637	0.508	0.960	0.999	0.746
CNRM-ESM2-1_CMIP6	[-]	23.8	23.8	26.6	-2.80	3.21	0.616	0.450	0.648	0.959	0.898	0.729
EC-Earth3_BARPA	[-]	25.7	25.7	26.6	-0.859	1.64	0.692	0.773	0.706	0.954	0.982	0.837
EC-Earth3_CCAM	[-]	25.1	25.1	26.6	-1.41	2.36	0.681	0.680	0.618	0.954	0.998	0.791
EC-Earth3_CMIP6	[-]	22.8	22.8	26.6	-3.82	4.18	0.879	0.353	0.632	0.938	0.987	0.717
ERA5_BARPA	[-]	24.4	24.4	26.5	-2.13	2.68	0.434	0.560	0.645	0.957	0.958	0.765
ERA5_CCAM	[-]	24.9	24.9	26.5	-1.68	2.40	0.585	0.633	0.640	0.958	0.989	0.787
MPI-ESM1-2-HR_BARPA	[-]	27.5	27.5	26.6	0.948	1.77	0.263	0.757	0.689	0.982	0.968	0.831
MPI-ESM1-2-HR_CMIP6	[-]	23.1	23.1	26.5	-3.42	3.65	0.651	0.398	0.730	0.957	0.929	0.751
NorESM2-MM_BARPA	[-]	23.7	23.7	26.6	-2.84	3.81	3.50	0.458	0.499	0.431	0.964	0.578
NorESM2-MM_CCAM	[-]	23.8	23.8	26.6	-2.79	3.68	2.24	0.467	0.520	0.686	0.985	0.648
NorESM2-MM_CMIP6	[-]	19.5	19.5	26.5	-6.99	7.12	1.49	0.152	0.683	0.801	0.958	0.652

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.2
ACCESS-CM2_BARPA	[-]	21.7	21.7	23.2	-1.45	2.74	0.998	0.584	0.653	0.918	0.981	0.761
ACCESS-CM2_CCAM	[-]	23.8	23.8	23.2	0.630	2.86	1.39	0.695	0.529	0.844	0.962	0.727
ACCESS-CM2_CMIP6	[-]	17.3	17.3	22.5	-5.20	5.46	0.933	0.259	0.630	0.905	0.767	0.610
ACCESS-ESM1-5_BARPA	[-]	21.3	21.3	23.2	-1.84	2.81	1.01	0.562	0.677	0.910	0.981	0.762
ACCESS-ESM1-5_CCAM	[-]	22.5	22.5	23.2	-0.642	2.46	1.00	0.688	0.598	0.908	0.961	0.764
ACCESS-ESM1-5_CMIP6	[-]	19.7	19.7	23.4	-3.66	4.02	0.785	0.378	0.652	0.939	0.902	0.675
CESM2_BARPA	[-]	22.4	22.4	23.2	-0.776	2.34	0.543	0.609	0.740	0.960	0.996	0.807
CESM2_CCAM	[-]	24.1	24.1	23.2	0.928	2.48	1.26	0.675	0.620	0.879	0.982	0.751
CMCC-ESM2_BARPA	[-]	22.4	22.4	23.2	-0.707	2.67	0.820	0.598	0.662	0.933	0.994	0.775
CMCC-ESM2_CCAM	[-]	22.6	22.6	23.2	-0.524	2.07	0.668	0.693	0.692	0.944	0.955	0.802
CMCC-ESM2_CMIP6	[-]	17.4	17.4	23.4	-6.00	6.11	0.628	0.214	0.756	0.958	0.960	0.692
CNRM-ESM2-1_CCAM	[-]	22.9	22.9	23.2	-0.211	3.12	1.01	0.688	0.475	0.911	0.958	0.724
CNRM-ESM2-1_CMIP6	[-]	20.1	20.1	22.8	-2.69	3.38	0.826	0.468	0.571	0.938	0.968	0.700
EC-Earth3_BARPA	[-]	22.4	22.4	23.2	-0.755	2.79	0.863	0.607	0.619	0.931	0.990	0.755
EC-Earth3_CCAM	[-]	22.7	22.7	23.2	-0.428	2.72	0.903	0.708	0.537	0.926	0.978	0.752
EC-Earth3_CMIP6	[-]	20.6	20.6	23.3	-2.70	3.37	0.553	0.505	0.621	0.958	0.998	0.737
ERA5_BARPA	[-]	21.6	21.6	23.1	-1.54	2.82	0.520	0.573	0.654	0.959	0.993	0.770
ERA5_CCAM	[-]	22.8	22.8	23.2	-0.383	2.35	0.866	0.711	0.606	0.925	0.951	0.775
MPI-ESM1-2-HR_BARPA	[-]	24.3	24.3	23.2	1.12	2.61	0.791	0.642	0.631	0.927	0.998	0.777
MPI-ESM1-2-HR_CMIP6	[-]	20.3	20.3	23.0	-2.66	3.22	0.878	0.515	0.643	0.928	0.997	0.720
NorESM2-MM_BARPA	[-]	21.6	21.6	23.2	-1.60	3.22	1.56	0.541	0.601	0.808	0.997	0.711
NorESM2-MM_CCAM	[-]	22.6	22.6	23.2	-0.527	2.84	1.67	0.670	0.533	0.797	0.927	0.705
NorESM2-MM_CMIP6	[-]	17.8	17.8	23.4	-5.62	5.84	0.799	0.227	0.649	0.921	0.967	0.647

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.4
ACCESS-CM2_BARPA	[-]	22.5	22.5	21.4	1.13	2.50	1.27	0.690	0.650	0.875	0.987	0.779
ACCESS-CM2_CCAM	[-]	22.1	22.1	21.4	0.667	2.77	1.32	0.729	0.566	0.864	0.963	0.754
ACCESS-CM2_CMIP6	[-]	17.9	17.9	21.2	-3.32	4.01	1.15	0.461	0.587	0.896	0.904	0.705
ACCESS-ESM1-5_BARPA	[-]	22.2	22.2	21.4	0.824	2.35	1.43	0.712	0.655	0.849	0.989	0.782
ACCESS-ESM1-5_CCAM	[-]	21.3	21.3	21.4	-0.0813	2.61	1.01	0.755	0.578	0.880	0.956	0.768
ACCESS-ESM1-5_CMIP6	[-]	18.7	18.7	21.3	-2.58	3.37	0.984	0.537	0.624	0.896	0.924	0.733
CESM2_BARPA	[-]	24.0	24.0	21.4	2.60	3.55	0.945	0.519	0.613	0.886	0.991	0.734
CESM2_CCAM	[-]	22.2	22.2	21.4	0.757	3.02	1.27	0.712	0.537	0.840	0.925	0.729
CMCC-ESM2_BARPA	[-]	23.7	23.7	21.4	2.28	3.42	0.826	0.562	0.599	0.895	0.994	0.741
CMCC-ESM2_CCAM	[-]	19.9	19.9	21.4	-1.49	2.55	0.548	0.635	0.706	0.941	0.963	0.796
CMCC-ESM2_CMIP6	[-]	14.4	14.4	21.4	-6.96	7.09	0.442	0.176	0.736	0.949	0.990	0.714
CNRM-ESM2-1_CCAM	[-]	20.9	20.9	21.4	-0.489	2.52	1.48	0.723	0.610	0.843	0.935	0.753
CNRM-ESM2-1_CMIP6	[-]	20.5	20.5	21.2	-0.739	2.33	1.00	0.728	0.641	0.905	0.984	0.797
EC-Earth3_BARPA	[-]	23.3	23.3	21.4	1.90	3.01	1.18	0.606	0.625	0.894	0.994	0.758
EC-Earth3_CCAM	[-]	20.0	20.0	21.4	-1.42	2.89	1.26	0.654	0.594	0.874	0.959	0.751
EC-Earth3_CMIP6	[-]	18.2	18.2	21.3	-3.11	3.92	1.07	0.470	0.597	0.901	0.953	0.712
ERA5_BARPA	[-]	22.6	22.6	21.4	1.17	2.31	0.445	0.689	0.702	0.968	0.991	0.818
ERA5_CCAM	[-]	20.7	20.7	21.4	-0.737	2.07	0.503	0.733	0.698	0.961	0.972	0.825
MPI-ESM1-2-HR_BARPA	[-]	23.8	23.8	21.4	2.44	3.42	1.41	0.541	0.607	0.834	0.997	0.725
MPI-ESM1-2-HR_CMIP6	[-]	17.4	17.4	21.4	-3.99	4.63	0.714	0.386	0.568	0.914	0.965	0.697
NorESM2-MM_BARPA	[-]	23.1	23.1	21.4	1.69	2.93	0.462	0.635	0.621	0.942	0.992	0.776
NorESM2-MM_CCAM	[-]	20.4	20.4	21.4	-0.986	2.48	1.02	0.722	0.618	0.903	0.956	0.781
NorESM2-MM_CMIP6	[-]	15.5	15.5	21.4	-5.89	6.21	0.751	0.223	0.617	0.927	0.966	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	[-]	27.1
ACCESS-CM2_BARPA	[-]	24.9	24.9	27.1	-2.23	2.94	0.804	0.658	0.713	0.940	0.936	0.801
ACCESS-CM2_CCAM	[-]	26.8	26.8	27.1	-0.369	2.30	0.858	0.857	0.667	0.940	0.999	0.844
ACCESS-CM2_CMIP6	[-]	23.7	23.7	27.1	-3.42	3.76	0.821	0.519	0.763	0.945	0.761	0.749
ACCESS-ESM1-5_BARPA	[-]	25.5	25.5	27.1	-1.66	2.24	0.946	0.734	0.780	0.931	0.895	0.829
ACCESS-ESM1-5_CCAM	[-]	26.2	26.2	27.1	-0.907	2.16	1.10	0.798	0.733	0.878	0.993	0.837
ACCESS-ESM1-5_CMIP6	[-]	23.5	23.5	27.0	-3.50	3.77	1.76	0.512	0.764	0.773	0.835	0.726
CESM2_BARPA	[-]	25.7	25.7	27.1	-1.47	2.18	0.536	0.759	0.774	0.935	0.890	0.832
CESM2_CCAM	[-]	27.9	27.9	27.1	0.803	1.67	1.09	0.814	0.799	0.885	0.999	0.866
CMCC-ESM2_BARPA	[-]	25.5	25.5	27.1	-1.60	2.58	0.803	0.741	0.709	0.895	0.899	0.800
CMCC-ESM2_CCAM	[-]	25.6	25.6	27.1	-1.50	2.05	0.344	0.742	0.825	0.963	0.939	0.863
CMCC-ESM2_CMIP6	[-]	22.5	22.5	26.9	-4.35	4.69	0.838	0.444	0.833	0.908	0.815	0.760
CNRM-ESM2-1_CCAM	[-]	26.3	26.3	27.1	-0.850	2.13	1.12	0.796	0.747	0.896	0.995	0.846
CNRM-ESM2-1_CMIP6	[-]	24.7	24.7	27.0	-2.24	2.51	1.38	0.649	0.837	0.853	0.964	0.827
EC-Earth3_BARPA	[-]	25.9	25.9	27.1	-1.22	1.80	0.913	0.790	0.815	0.897	0.891	0.844
EC-Earth3_CCAM	[-]	25.9	25.9	27.1	-1.29	2.19	1.03	0.762	0.769	0.896	0.985	0.844
EC-Earth3_CMIP6	[-]	24.5	24.5	27.1	-2.53	2.99	1.24	0.608	0.754	0.856	0.852	0.766
ERA5_BARPA	[-]	24.8	24.8	27.1	-2.37	2.86	0.809	0.640	0.757	0.893	0.930	0.800
ERA5_CCAM	[-]	25.8	25.8	27.2	-1.30	2.12	0.563	0.760	0.788	0.942	0.981	0.859
MPI-ESM1-2-HR_BARPA	[-]	27.3	27.3	27.1	0.222	2.23	0.405	0.826	0.697	0.954	0.880	0.824
MPI-ESM1-2-HR_CMIP6	[-]	24.5	24.5	27.2	-2.71	3.00	0.409	0.606	0.797	0.959	0.890	0.811
NorESM2-MM_BARPA	[-]	24.0	24.0	27.1	-3.08	3.94	0.628	0.555	0.636	0.930	0.953	0.754
NorESM2-MM_CCAM	[-]	24.8	24.8	27.1	-2.35	3.01	0.812	0.644	0.728	0.892	0.995	0.805
NorESM2-MM_CMIP6	[-]	20.9	20.9	26.9	-5.98	6.22	0.627	0.332	0.749	0.946	0.947	0.744

	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	[-]	27.0
ACCESS-CM2_BARPA	[-]	26.5	26.5	27.0	-0.506	1.62	0.513	0.759	0.732	0.959	0.978	0.846
ACCESS-CM2_CCAM	[-]	27.1	27.1	27.0	0.155	1.94	0.856	0.786	0.626	0.922	0.996	0.811
ACCESS-CM2_CMIP6	[-]	22.9	22.9	27.0	-4.11	4.28	0.460	0.311	0.729	0.966	0.999	0.747
ACCESS-ESM1-5_BARPA	[-]	26.7	26.7	27.0	-0.262	1.50	0.598	0.760	0.761	0.951	0.998	0.859
ACCESS-ESM1-5_CCAM	[-]	26.9	26.9	27.0	-0.0460	1.94	0.740	0.747	0.652	0.932	0.999	0.813
ACCESS-ESM1-5_CMIP6	[-]	24.0	24.0	27.0	-2.96	3.22	0.683	0.439	0.712	0.941	0.988	0.759
CESM2_BARPA	[-]	27.7	27.7	27.0	0.744	1.78	0.527	0.728	0.708	0.962	0.993	0.837
CESM2_CCAM	[-]	27.0	27.0	27.0	0.0434	1.50	0.548	0.770	0.741	0.957	0.993	0.855
CMCC-ESM2_BARPA	[-]	27.2	27.2	27.0	0.260	1.93	0.834	0.760	0.650	0.908	0.991	0.810
CMCC-ESM2_CCAM	[-]	26.2	26.2	27.0	-0.834	1.59	0.478	0.737	0.775	0.963	0.970	0.858
CMCC-ESM2_CMIP6	[-]	21.2	21.2	27.0	-5.71	5.77	0.383	0.206	0.803	0.968	0.889	0.721
CNRM-ESM2-1_CCAM	[-]	26.2	26.2	27.0	-0.813	1.92	0.538	0.718	0.683	0.957	0.999	0.825
CNRM-ESM2-1_CMIP6	[-]	23.8	23.8	26.9	-3.13	3.35	0.426	0.431	0.748	0.968	0.998	0.783
EC-Earth3_BARPA	[-]	27.0	27.0	27.0	-0.0241	1.50	0.494	0.768	0.755	0.961	0.987	0.859
EC-Earth3_CCAM	[-]	25.8	25.8	27.0	-1.19	2.02	0.715	0.687	0.690	0.941	0.987	0.822
EC-Earth3_CMIP6	[-]	24.3	24.3	27.0	-2.66	2.98	0.544	0.498	0.714	0.959	0.965	0.785
ERA5_BARPA	[-]	26.6	26.6	27.0	-0.378	1.65	0.519	0.764	0.718	0.950	0.979	0.841
ERA5_CCAM	[-]	26.7	26.7	27.0	-0.251	1.58	0.504	0.764	0.733	0.959	0.992	0.852
MPI-ESM1-2-HR_BARPA	[-]	28.4	28.4	27.0	1.41	1.98	0.501	0.651	0.752	0.960	0.995	0.832
MPI-ESM1-2-HR_CMIP6	[-]	23.4	23.4	27.0	-3.62	3.81	0.577	0.373	0.735	0.953	0.926	0.760
NorESM2-MM_BARPA	[-]	26.2	26.2	27.0	-0.813	2.44	1.17	0.717	0.572	0.854	0.899	0.749
NorESM2-MM_CCAM	[-]	26.0	26.0	27.0	-1.02	2.47	1.31	0.706	0.578	0.841	0.997	0.758
NorESM2-MM_CMIP6	[-]	21.0	21.0	27.0	-5.97	6.23	1.32	0.188	0.639	0.833	0.972	0.649

	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	[-]	22.6
ACCESS-CM2_BARPA	[-]	20.1	20.1	22.5	-2.40	3.03	0.480	0.621	0.777	0.946	0.956	0.820
ACCESS-CM2_CCAM	[-]	23.1	23.1	22.6	0.524	2.82	0.829	0.733	0.651	0.930	0.923	0.810
ACCESS-CM2_CMIP6	[-]	14.7	14.7	22.1	-7.44	7.85	0.933	0.272	0.729	0.924	0.444	0.593
ACCESS-ESM1-5_BARPA	[-]	20.5	20.5	22.5	-2.06	2.82	0.513	0.647	0.774	0.950	0.927	0.820
ACCESS-ESM1-5_CCAM	[-]	22.6	22.6	22.6	0.0536	2.65	0.732	0.737	0.680	0.937	0.912	0.819
ACCESS-ESM1-5_CMIP6	[-]	15.3	15.3	22.2	-6.88	7.05	0.912	0.233	0.724	0.924	0.790	0.652
CESM2_BARPA	[-]	20.3	20.3	22.5	-2.25	2.77	0.563	0.636	0.801	0.936	0.966	0.825
CESM2_CCAM	[-]	23.7	23.7	22.6	1.14	2.84	0.873	0.662	0.705	0.924	0.855	0.806
CMCC-ESM2_BARPA	[-]	20.3	20.3	22.5	-2.26	2.77	0.237	0.632	0.813	0.966	0.970	0.841
CMCC-ESM2_CCAM	[-]	22.1	22.1	22.6	-0.438	1.93	0.192	0.748	0.800	0.977	0.991	0.871
CMCC-ESM2_CMIP6	[-]	16.7	16.7	22.3	-5.60	5.81	0.525	0.356	0.788	0.950	0.745	0.671
CNRM-ESM2-1_CCAM	[-]	23.1	23.1	22.6	0.579	2.58	1.07	0.719	0.692	0.921	0.965	0.820
CNRM-ESM2-1_CMIP6	[-]	16.4	16.4	21.0	-4.54	4.70	1.03	0.365	0.773	0.930	0.956	0.683
EC-Earth3_BARPA	[-]	20.3	20.3	22.5	-2.20	2.90	0.396	0.634	0.775	0.965	0.909	0.816
EC-Earth3_CCAM	[-]	22.0	22.0	22.6	-0.570	2.42	0.684	0.754	0.713	0.945	0.947	0.837
EC-Earth3_CMIP6	[-]	20.7	20.7	22.6	-1.83	2.71	0.990	0.679	0.755	0.906	0.889	0.774
ERA5_BARPA	[-]	20.0	20.0	22.5	-2.55	2.89	0.259	0.610	0.827	0.966	0.979	0.839
ERA5_CCAM	[-]	22.5	22.5	22.6	-0.111	2.07	0.266	0.758	0.767	0.960	0.982	0.857
MPI-ESM1-2-HR_BARPA	[-]	21.5	21.5	22.5	-1.03	2.43	0.239	0.729	0.748	0.968	0.924	0.839
MPI-ESM1-2-HR_CMIP6	[-]	20.4	20.4	22.5	-2.11	2.98	0.226	0.642	0.737	0.968	0.721	0.738
NorESM2-MM_BARPA	[-]	19.4	19.4	22.5	-3.09	3.45	0.446	0.555	0.788	0.960	0.984	0.814
NorESM2-MM_CCAM	[-]	21.9	21.9	22.6	-0.633	2.33	0.302	0.749	0.732	0.967	0.956	0.844
NorESM2-MM_CMIP6	[-]	17.2	17.2	22.3	-5.13	5.34	0.645	0.360	0.750	0.911	0.928	0.707

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.7
ACCESS-CM2_BARPA	[-]	25.6	25.6	26.7	-1.08	2.36	0.731	0.780	0.684	0.934	0.949	0.823
ACCESS-CM2_CCAM	[-]	27.6	27.6	26.7	0.901	2.22	0.761	0.769	0.720	0.937	0.947	0.828
ACCESS-CM2_CMIP6	[-]	21.6	21.6	26.5	-4.88	5.09	0.898	0.447	0.834	0.902	0.384	0.666
ACCESS-ESM1-5_BARPA	[-]	26.3	26.3	26.7	-0.377	1.84	0.794	0.840	0.743	0.927	0.934	0.846
ACCESS-ESM1-5_CCAM	[-]	27.1	27.1	26.7	0.457	2.10	0.887	0.788	0.729	0.911	0.936	0.826
ACCESS-ESM1-5_CMIP6	[-]	22.5	22.5	26.6	-4.11	4.42	1.15	0.489	0.784	0.887	0.355	0.688
CESM2_BARPA	[-]	25.9	25.9	26.7	-0.840	2.39	0.708	0.793	0.676	0.937	0.881	0.811
CESM2_CCAM	[-]	27.4	27.4	26.7	0.689	2.00	0.814	0.794	0.752	0.924	0.882	0.825
CMCC-ESM2_BARPA	[-]	26.2	26.2	26.7	-0.518	2.37	0.962	0.830	0.660	0.886	0.920	0.808
CMCC-ESM2_CCAM	[-]	26.4	26.4	26.7	-0.318	1.68	0.875	0.824	0.795	0.900	0.922	0.847
CMCC-ESM2_CMIP6	[-]	20.2	20.2	26.7	-6.52	6.58	0.838	0.304	0.836	0.933	0.403	0.630
CNRM-ESM2-1_CCAM	[-]	26.7	26.7	26.7	0.0126	1.80	0.814	0.804	0.784	0.924	0.965	0.854
CNRM-ESM2-1_CMIP6	[-]	24.2	24.2	26.7	-2.58	2.83	1.18	0.606	0.821	0.868	0.738	0.759
EC-Earth3_BARPA	[-]	26.3	26.3	26.7	-0.462	2.21	0.691	0.815	0.693	0.933	0.933	0.828
EC-Earth3_CCAM	[-]	26.2	26.2	26.7	-0.475	1.81	0.656	0.806	0.789	0.935	0.911	0.842
EC-Earth3_CMIP6	[-]	24.1	24.1	26.6	-2.51	2.88	0.679	0.631	0.789	0.934	0.746	0.765
ERA5_BARPA	[-]	25.6	25.6	26.7	-1.16	2.28	0.751	0.768	0.706	0.922	0.957	0.825
ERA5_CCAM	[-]	26.9	26.9	26.7	0.237	1.77	0.698	0.792	0.802	0.931	0.929	0.851
MPI-ESM1-2-HR_BARPA	[-]	27.6	27.6	26.7	0.861	2.70	0.638	0.776	0.638	0.948	0.884	0.794
MPI-ESM1-2-HR_CMIP6	[-]	24.4	24.4	26.8	-2.34	2.52	0.555	0.612	0.835	0.955	0.997	0.834
NorESM2-MM_BARPA	[-]	24.3	24.3	26.7	-2.46	3.42	1.07	0.614	0.636	0.880	0.954	0.767
NorESM2-MM_CCAM	[-]	25.9	25.9	26.7	-0.754	2.40	1.01	0.801	0.687	0.886	0.937	0.811
NorESM2-MM_CMIP6	[-]	19.5	19.5	26.7	-7.22	7.47	0.783	0.251	0.711	0.915	0.429	0.578

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.2
ACCESS-CM2_BARPA	[-]	17.0	17.0	16.2	0.866	2.45	1.41	0.606	0.623	0.839	0.852	0.718
ACCESS-CM2_CCAM	[-]	17.7	17.7	16.1	1.58	3.21	2.52	0.529	0.524	0.619	0.862	0.622
ACCESS-CM2_CMIP6	[-]	8.98	8.98	16.1	-7.12	7.48	2.85	0.143	0.522	0.548	0.550	0.450
ACCESS-ESM1-5_BARPA	[-]	16.3	16.3	16.2	0.136	2.28	1.84	0.667	0.604	0.770	0.870	0.714
ACCESS-ESM1-5_CCAM	[-]	16.7	16.7	16.1	0.572	2.67	2.51	0.645	0.543	0.621	0.909	0.665
ACCESS-ESM1-5_CMIP6	[-]	9.54	9.54	14.7	-5.19	5.58	2.54	0.174	0.482	0.624	0.894	0.536
CESM2_BARPA	[-]	18.2	18.2	16.2	2.07	2.90	1.60	0.493	0.689	0.799	0.849	0.705
CESM2_CCAM	[-]	17.4	17.4	16.1	1.29	3.07	2.64	0.576	0.510	0.592	0.912	0.632
CMCC-ESM2_BARPA	[-]	18.1	18.1	16.2	1.95	2.98	1.45	0.499	0.652	0.825	0.807	0.691
CMCC-ESM2_CCAM	[-]	16.3	16.3	16.1	0.138	2.18	1.88	0.687	0.621	0.753	0.939	0.735
CMCC-ESM2_CMIP6	[-]	9.54	9.54	15.8	-6.24	6.43	1.25	0.130	0.611	0.852	0.979	0.640
CNRM-ESM2-1_CCAM	[-]	17.3	17.3	16.1	1.13	2.65	1.75	0.583	0.621	0.788	0.896	0.711
CNRM-ESM2-1_CMIP6	[-]	13.3	13.3	15.8	-2.48	3.54	1.70	0.455	0.602	0.810	0.485	0.589
EC-Earth3_BARPA	[-]	17.9	17.9	16.2	1.71	2.87	1.51	0.544	0.578	0.822	0.875	0.691
EC-Earth3_CCAM	[-]	16.2	16.2	16.1	0.0370	2.32	1.96	0.687	0.593	0.742	0.955	0.727
EC-Earth3_CMIP6	[-]	14.3	14.3	16.3	-2.04	2.64	1.53	0.543	0.628	0.824	0.988	0.733
ERA5_BARPA	[-]	16.9	16.9	16.1	0.719	1.96	1.30	0.648	0.728	0.843	0.886	0.771
ERA5_CCAM	[-]	16.4	16.4	16.1	0.238	2.02	1.56	0.684	0.663	0.807	0.953	0.764
MPI-ESM1-2-HR_BARPA	[-]	17.9	17.9	16.2	1.72	3.17	1.68	0.510	0.555	0.804	0.780	0.650
MPI-ESM1-2-HR_CMIP6	[-]	13.1	13.1	15.6	-2.51	3.42	1.56	0.519	0.554	0.807	0.849	0.668
NorESM2-MM_BARPA	[-]	17.6	17.6	16.2	1.41	2.34	1.11	0.582	0.692	0.852	0.906	0.751
NorESM2-MM_CCAM	[-]	16.1	16.1	16.1	-0.0454	2.10	1.87	0.709	0.623	0.764	0.962	0.749
NorESM2-MM_CMIP6	[-]	10.1	10.1	15.8	-5.69	6.02	1.70	0.160	0.534	0.769	0.993	0.605

	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	[-]	18.0
ACCESS-CM2_BARPA	[-]	14.4	14.5	18.1	4.81	-3.55	5.03	1.92	0.398	0.578	0.717	0.909	0.636
ACCESS-CM2_CCAM	[-]	15.1	15.2	18.0	5.22	-2.84	4.86	1.89	0.425	0.544	0.731	0.913	0.632
ACCESS-CM2_CMIP6	[-]	11.8	13.1	18.5	4.31	-5.42	6.09	1.70	0.223	0.592	0.760	0.948	0.623
ACCESS-ESM1-5_BARPA	[-]	14.3	14.5	18.1	4.71	-3.58	5.05	1.81	0.396	0.593	0.737	0.904	0.645
ACCESS-ESM1-5_CCAM	[-]	14.8	14.9	18.0	5.09	-3.17	4.93	1.70	0.407	0.562	0.757	0.913	0.640
ACCESS-ESM1-5_CMIP6	[-]	12.7	14.0	18.9	4.52	-4.89	5.66	1.57	0.271	0.607	0.786	0.946	0.643
CESM2_BARPA	[-]	15.0	15.1	18.1	4.92	-2.94	5.05	1.87	0.380	0.574	0.719	0.896	0.629
CESM2_CCAM	[-]	15.4	15.5	18.0	5.60	-2.56	4.65	1.96	0.428	0.565	0.704	0.915	0.635
CMCC-ESM2_BARPA	[-]	14.8	15.0	18.1	4.94	-3.07	5.07	1.72	0.393	0.568	0.748	0.902	0.636
CMCC-ESM2_CCAM	[-]	14.5	14.6	18.0	5.31	-3.43	4.76	1.66	0.399	0.611	0.754	0.921	0.659
CMCC-ESM2_CMIP6	[-]	11.5	12.3	18.5	4.49	-6.27	6.85	1.52	0.162	0.650	0.775	0.937	0.635
CNRM-ESM2-1_CCAM	[-]	15.3	15.4	18.0	6.23	-2.69	4.62	1.71	0.424	0.587	0.754	0.925	0.655
CNRM-ESM2-1_CMIP6	[-]	13.6	15.0	19.2	4.93	-4.22	5.01	1.58	0.330	0.617	0.783	0.954	0.660
EC-Earth3_BARPA	[-]	14.5	14.7	18.1	4.58	-3.38	5.06	1.80	0.394	0.595	0.737	0.897	0.644
EC-Earth3_CCAM	[-]	14.1	14.2	18.0	4.69	-3.81	5.08	1.89	0.381	0.578	0.729	0.918	0.637
EC-Earth3_CMIP6	[-]	13.4	14.0	18.4	4.87	-4.40	5.34	1.84	0.309	0.590	0.731	0.940	0.632
ERA5_BARPA	[-]	14.5	14.7	18.1	5.01	-3.39	4.95	1.57	0.396	0.603	0.768	0.911	0.656
ERA5_CCAM	[-]	14.7	14.8	18.0	5.12	-3.26	4.77	1.52	0.411	0.612	0.783	0.914	0.667
MPI-ESM1-2-HR_BARPA	[-]	15.4	15.6	18.1	4.97	-2.47	4.98	1.87	0.369	0.587	0.719	0.891	0.631
MPI-ESM1-2-HR_CMIP6	[-]	12.8	13.6	18.3	4.84	-4.72	5.44	1.56	0.272	0.607	0.775	0.948	0.642
NorESM2-MM_BARPA	[-]	14.4	14.5	18.1	4.96	-3.55	5.23	1.94	0.374	0.544	0.706	0.915	0.616
NorESM2-MM_CCAM	[-]	14.1	14.2	18.0	4.76	-3.80	5.21	1.99	0.383	0.542	0.709	0.919	0.619
NorESM2-MM_CMIP6	[-]	11.5	12.3	18.5	4.54	-6.23	6.88	1.84	0.157	0.584	0.734	0.931	0.598

	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	[-]	10.1
ACCESS-CM2_BARPA	[-]	5.45	5.51	10.2	3.90	-4.74	5.66	2.65	0.200	0.442	0.585	0.897	0.513
ACCESS-CM2_CCAM	[-]	5.65	5.69	10.2	4.09	-4.48	5.41	2.48	0.207	0.470	0.622	0.915	0.537
ACCESS-CM2_CMIP6	[-]	4.22	4.51	10.1	3.24	-5.62	5.94	2.45	0.149	0.445	0.630	0.861	0.506
ACCESS-ESM1-5_BARPA	[-]	5.17	5.23	10.2	3.64	-5.02	5.80	2.24	0.167	0.464	0.674	0.894	0.533
ACCESS-ESM1-5_CCAM	[-]	5.37	5.41	10.2	3.90	-4.76	5.53	2.17	0.194	0.465	0.676	0.916	0.543
ACCESS-ESM1-5_CMIP6	[-]	4.26	4.63	10.4	3.32	-5.79	6.09	2.31	0.126	0.474	0.663	0.915	0.530
CESM2_BARPA	[-]	5.68	5.74	10.2	3.96	-4.51	5.74	2.54	0.158	0.466	0.606	0.870	0.513
CESM2_CCAM	[-]	6.02	6.06	10.2	4.38	-4.11	5.29	3.32	0.225	0.392	0.442	0.921	0.474
CMCC-ESM2_BARPA	[-]	5.53	5.59	10.2	3.81	-4.66	5.76	2.53	0.159	0.468	0.599	0.876	0.514
CMCC-ESM2_CCAM	[-]	5.26	5.29	10.2	3.97	-4.88	5.53	3.21	0.196	0.429	0.463	0.919	0.487
CMCC-ESM2_CMIP6	[-]	4.10	4.23	10.5	3.54	-6.27	6.56	3.13	0.108	0.444	0.469	0.742	0.441
CNRM-ESM2-1_CCAM	[-]	5.73	5.77	10.2	4.23	-4.40	5.22	3.21	0.250	0.470	0.474	0.925	0.518
CNRM-ESM2-1_CMIP6	[-]	6.19	7.02	11.3	4.02	-4.32	5.17	3.33	0.271	0.409	0.451	0.951	0.498
EC-Earth3_BARPA	[-]	5.46	5.52	10.2	3.82	-4.73	5.78	2.84	0.161	0.436	0.539	0.884	0.491
EC-Earth3_CCAM	[-]	5.15	5.18	10.2	3.80	-4.99	5.62	3.23	0.184	0.436	0.466	0.918	0.488
EC-Earth3_CMIP6	[-]	5.14	5.38	10.3	3.85	-4.95	5.47	3.40	0.217	0.422	0.422	0.906	0.478
ERA5_BARPA	[-]	5.41	5.47	10.2	3.78	-4.78	5.54	2.17	0.175	0.504	0.675	0.901	0.552
ERA5_CCAM	[-]	5.23	5.27	10.2	3.87	-4.90	5.45	2.68	0.194	0.491	0.581	0.919	0.535
MPI-ESM1-2-HR_BARPA	[-]	5.66	5.72	10.2	3.95	-4.53	5.68	3.08	0.170	0.441	0.495	0.885	0.487
MPI-ESM1-2-HR_CMIP6	[-]	5.47	5.70	10.3	4.47	-4.59	5.10	3.02	0.240	0.451	0.499	0.906	0.510
NorESM2-MM_BARPA	[-]	5.76	5.82	10.2	4.15	-4.43	5.37	2.13	0.203	0.493	0.677	0.903	0.554
NorESM2-MM_CCAM	[-]	5.12	5.15	10.2	3.74	-5.02	5.58	2.43	0.186	0.485	0.632	0.917	0.541
NorESM2-MM_CMIP6	[-]	4.42	4.67	10.5	3.32	-5.82	6.10	2.45	0.120	0.489	0.623	0.825	0.509

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.6
ACCESS-CM2_BARPA	[-]	24.2	24.2	26.6	-2.31	2.78	0.870	0.533	0.660	0.939	0.971	0.752
ACCESS-CM2_CCAM	[-]	25.5	25.5	26.6	-1.01	2.55	1.35	0.749	0.535	0.861	0.998	0.735
ACCESS-CM2_CMIP6	[-]	22.8	22.8	26.5	-3.77	3.98	0.509	0.346	0.693	0.957	0.999	0.738
ACCESS-ESM1-5_BARPA	[-]	24.2	24.2	26.6	-2.33	2.63	0.554	0.532	0.724	0.963	0.961	0.781
ACCESS-ESM1-5_CCAM	[-]	24.6	24.6	26.6	-1.95	2.58	0.540	0.588	0.642	0.964	0.974	0.762
ACCESS-ESM1-5_CMIP6	[-]	22.9	22.9	26.5	-3.62	3.85	0.707	0.362	0.694	0.953	0.957	0.732
CESM2_BARPA	[-]	25.2	25.2	26.6	-1.34	1.98	0.548	0.694	0.688	0.944	0.926	0.788
CESM2_CCAM	[-]	26.4	26.4	26.6	-0.203	1.50	0.727	0.799	0.736	0.939	1.00	0.842
CMCC-ESM2_BARPA	[-]	25.3	25.3	26.6	-1.26	2.05	0.807	0.712	0.655	0.925	0.934	0.776
CMCC-ESM2_CCAM	[-]	24.4	24.4	26.6	-2.14	2.38	0.499	0.561	0.769	0.966	0.961	0.805
CMCC-ESM2_CMIP6	[-]	20.0	20.0	26.5	-6.54	6.65	0.355	0.188	0.791	0.977	0.783	0.706
CNRM-ESM2-1_CCAM	[-]	24.9	24.9	26.6	-1.66	3.04	0.577	0.637	0.508	0.960	0.999	0.723
CNRM-ESM2-1_CMIP6	[-]	23.8	23.8	26.6	-2.80	3.21	0.616	0.450	0.648	0.959	0.898	0.720
EC-Earth3_BARPA	[-]	25.7	25.7	26.6	-0.859	1.64	0.692	0.773	0.706	0.954	0.982	0.824
EC-Earth3_CCAM	[-]	25.1	25.1	26.6	-1.41	2.36	0.681	0.680	0.618	0.954	0.998	0.774
EC-Earth3_CMIP6	[-]	22.8	22.8	26.6	-3.82	4.18	0.879	0.353	0.632	0.938	0.987	0.708
ERA5_BARPA	[-]	24.4	24.4	26.5	-2.13	2.68	0.434	0.560	0.645	0.957	0.958	0.753
ERA5_CCAM	[-]	24.9	24.9	26.5	-1.68	2.40	0.585	0.633	0.640	0.958	0.989	0.772
MPI-ESM1-2-HR_BARPA	[-]	27.5	27.5	26.6	0.948	1.77	0.263	0.757	0.689	0.982	0.968	0.817
MPI-ESM1-2-HR_CMIP6	[-]	23.1	23.1	26.5	-3.42	3.65	0.651	0.398	0.730	0.957	0.929	0.749
NorESM2-MM_BARPA	[-]	23.7	23.7	26.6	-2.84	3.81	3.50	0.458	0.499	0.431	0.964	0.570
NorESM2-MM_CCAM	[-]	23.8	23.8	26.6	-2.79	3.68	2.24	0.467	0.520	0.686	0.985	0.636
NorESM2-MM_CMIP6	[-]	19.5	19.5	26.5	-6.99	7.12	1.49	0.152	0.683	0.801	0.958	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	[-]	23.1
ACCESS-CM2_BARPA	[-]	22.2	22.2	23.1	-0.899	2.47	0.938	0.618	0.663	0.929	0.902	0.755
ACCESS-CM2_CCAM	[-]	23.7	23.7	23.1	0.600	2.78	1.48	0.699	0.544	0.825	0.862	0.695
ACCESS-CM2_CMIP6	[-]	17.4	17.4	22.4	-4.94	5.16	0.708	0.259	0.657	0.930	0.843	0.669
ACCESS-ESM1-5_BARPA	[-]	21.7	21.7	23.1	-1.42	2.60	1.18	0.589	0.676	0.895	0.901	0.747
ACCESS-ESM1-5_CCAM	[-]	22.5	22.5	23.1	-0.614	2.51	1.04	0.673	0.591	0.904	0.863	0.724
ACCESS-ESM1-5_CMIP6	[-]	19.9	19.9	23.3	-3.33	3.66	0.900	0.408	0.667	0.927	0.983	0.731
CESM2_BARPA	[-]	23.1	23.1	23.1	-0.0414	2.17	0.408	0.636	0.734	0.971	0.929	0.801
CESM2_CCAM	[-]	23.8	23.8	23.1	0.656	2.29	1.30	0.701	0.634	0.875	0.856	0.740
CMCC-ESM2_BARPA	[-]	23.3	23.3	23.1	0.205	2.45	0.801	0.637	0.655	0.938	0.962	0.770
CMCC-ESM2_CCAM	[-]	22.9	22.9	23.1	-0.171	2.02	0.555	0.698	0.691	0.958	0.863	0.780
CMCC-ESM2_CMIP6	[-]	16.2	16.2	23.4	-7.13	7.19	0.658	0.134	0.763	0.956	0.802	0.684
CNRM-ESM2-1_CCAM	[-]	22.7	22.7	23.1	-0.381	3.10	1.23	0.679	0.478	0.889	0.834	0.672
CNRM-ESM2-1_CMIP6	[-]	20.5	20.5	22.8	-2.31	3.04	0.831	0.515	0.587	0.934	0.990	0.722
EC-Earth3_BARPA	[-]	23.2	23.2	23.1	0.107	2.48	0.796	0.641	0.638	0.940	0.967	0.765
EC-Earth3_CCAM	[-]	22.7	22.7	23.1	-0.403	2.66	0.881	0.694	0.549	0.931	0.889	0.722
EC-Earth3_CMIP6	[-]	20.1	20.1	23.4	-3.23	3.79	0.632	0.422	0.607	0.952	0.875	0.693
ERA5_BARPA	[-]	22.2	22.2	23.1	-0.865	2.52	0.376	0.621	0.646	0.972	0.927	0.762
ERA5_CCAM	[-]	22.8	22.8	23.1	-0.272	2.37	0.888	0.698	0.606	0.929	0.858	0.739
MPI-ESM1-2-HR_BARPA	[-]	24.8	24.8	23.1	1.72	2.71	0.867	0.615	0.641	0.919	0.963	0.756
MPI-ESM1-2-HR_CMIP6	[-]	19.8	19.8	22.9	-3.14	3.53	1.02	0.429	0.649	0.917	0.787	0.686
NorESM2-MM_BARPA	[-]	22.4	22.4	23.1	-0.669	2.85	1.37	0.608	0.586	0.838	0.923	0.708
NorESM2-MM_CCAM	[-]	22.5	22.5	23.1	-0.625	2.86	1.52	0.651	0.536	0.825	0.793	0.668
NorESM2-MM_CMIP6	[-]	16.9	16.9	23.4	-6.48	6.66	0.357	0.175	0.648	0.976	0.470	0.584

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.3
ACCESS-CM2_BARPA	[-]	20.6	20.6	23.3	-2.62	3.31	1.12	0.512	0.633	0.895	0.949	0.724
ACCESS-CM2_CCAM	[-]	24.0	24.0	23.3	0.693	3.05	1.20	0.688	0.499	0.884	0.891	0.692
ACCESS-CM2_CMIP6	[-]	16.8	16.8	22.7	-5.89	6.27	1.53	0.260	0.559	0.839	0.392	0.522
ACCESS-ESM1-5_BARPA	[-]	20.5	20.5	23.3	-2.73	3.25	0.651	0.506	0.679	0.943	0.906	0.742
ACCESS-ESM1-5_CCAM	[-]	22.6	22.6	23.3	-0.702	2.35	0.916	0.720	0.614	0.917	0.895	0.752
ACCESS-ESM1-5_CMIP6	[-]	19.2	19.2	23.7	-4.47	4.88	0.510	0.305	0.614	0.966	0.377	0.575
CESM2_BARPA	[-]	20.9	20.9	23.3	-2.33	2.69	0.827	0.551	0.751	0.936	0.939	0.786
CESM2_CCAM	[-]	24.8	24.8	23.3	1.50	2.87	1.18	0.618	0.588	0.887	0.830	0.702
CMCC-ESM2_BARPA	[-]	20.6	20.6	23.3	-2.63	3.12	0.859	0.515	0.675	0.920	0.919	0.741
CMCC-ESM2_CCAM	[-]	22.0	22.0	23.3	-1.27	2.17	0.908	0.683	0.696	0.915	0.948	0.788
CMCC-ESM2_CMIP6	[-]	19.7	19.7	23.4	-3.73	3.91	0.568	0.375	0.744	0.962	0.611	0.687
CNRM-ESM2-1_CCAM	[-]	23.4	23.4	23.3	0.151	3.16	0.549	0.708	0.469	0.959	0.890	0.699
CNRM-ESM2-1_CMIP6	[-]	19.2	19.2	22.8	-3.58	4.18	0.813	0.359	0.534	0.946	0.720	0.619
EC-Earth3_BARPA	[-]	20.7	20.7	23.3	-2.57	3.45	1.00	0.535	0.581	0.912	0.831	0.688
EC-Earth3_CCAM	[-]	22.8	22.8	23.3	-0.480	2.85	0.948	0.737	0.513	0.917	0.856	0.707
EC-Earth3_CMIP6	[-]	21.6	21.6	23.2	-1.58	2.47	0.386	0.684	0.650	0.969	0.714	0.733
ERA5_BARPA	[-]	20.3	20.3	23.3	-2.95	3.45	0.823	0.471	0.669	0.932	0.942	0.736
ERA5_CCAM	[-]	22.7	22.7	23.3	-0.616	2.32	0.818	0.738	0.608	0.916	0.923	0.759
MPI-ESM1-2-HR_BARPA	[-]	23.1	23.1	23.3	-0.149	2.40	0.631	0.701	0.610	0.945	0.883	0.750
MPI-ESM1-2-HR_CMIP6	[-]	21.4	21.4	23.1	-1.69	2.60	0.592	0.692	0.629	0.951	0.573	0.695
NorESM2-MM_BARPA	[-]	19.7	19.7	23.3	-3.57	4.01	1.96	0.397	0.632	0.747	0.970	0.675
NorESM2-MM_CCAM	[-]	23.0	23.0	23.3	-0.318	2.82	2.00	0.710	0.527	0.736	0.928	0.686
NorESM2-MM_CMIP6	[-]	19.5	19.5	23.4	-3.89	4.18	1.69	0.333	0.651	0.811	0.930	0.675

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.8
ACCESS-CM2_BARPA	[-]	23.1	23.1	21.8	1.25	2.39	1.16	0.674	0.678	0.881	0.842	0.750
ACCESS-CM2_CCAM	[-]	22.9	22.9	21.8	1.06	2.67	1.16	0.676	0.602	0.886	0.810	0.715
ACCESS-CM2_CMIP6	[-]	18.4	18.4	21.5	-3.09	3.65	1.08	0.479	0.635	0.904	0.928	0.716
ACCESS-ESM1-5_BARPA	[-]	22.5	22.5	21.8	0.659	2.17	1.42	0.719	0.672	0.846	0.868	0.755
ACCESS-ESM1-5_CCAM	[-]	21.6	21.6	21.8	-0.176	2.39	1.14	0.748	0.614	0.864	0.820	0.732
ACCESS-ESM1-5_CMIP6	[-]	18.5	18.5	21.5	-2.99	3.58	1.18	0.495	0.627	0.871	0.863	0.697
CESM2_BARPA	[-]	24.3	24.3	21.8	2.51	3.19	0.857	0.543	0.665	0.924	0.849	0.729
CESM2_CCAM	[-]	22.5	22.5	21.8	0.670	2.65	1.28	0.695	0.591	0.844	0.765	0.697
CMCC-ESM2_BARPA	[-]	24.4	24.4	21.8	2.58	3.42	0.686	0.540	0.632	0.935	0.860	0.720
CMCC-ESM2_CCAM	[-]	21.2	21.2	21.8	-0.663	2.02	0.618	0.735	0.723	0.936	0.870	0.798
CMCC-ESM2_CMIP6	[-]	15.2	15.2	21.8	-6.59	6.70	0.445	0.187	0.743	0.955	0.988	0.723
CNRM-ESM2-1_CCAM	[-]	21.6	21.6	21.8	-0.237	2.68	1.70	0.717	0.584	0.806	0.782	0.695
CNRM-ESM2-1_CMIP6	[-]	21.0	21.0	21.4	-0.384	2.09	1.17	0.750	0.651	0.889	0.960	0.780
EC-Earth3_BARPA	[-]	23.9	23.9	21.8	2.07	3.01	1.17	0.596	0.633	0.891	0.868	0.724
EC-Earth3_CCAM	[-]	20.9	20.9	21.8	-0.877	2.55	1.29	0.720	0.611	0.868	0.855	0.733
EC-Earth3_CMIP6	[-]	18.7	18.7	21.8	-3.08	3.71	1.14	0.463	0.608	0.884	0.834	0.679
ERA5_BARPA	[-]	23.0	23.0	21.8	1.21	2.26	0.606	0.679	0.717	0.959	0.867	0.788
ERA5_CCAM	[-]	21.4	21.4	21.8	-0.432	1.93	0.526	0.757	0.712	0.958	0.881	0.804
MPI-ESM1-2-HR_BARPA	[-]	24.5	24.5	21.8	2.72	3.44	1.73	0.524	0.622	0.797	0.894	0.692
MPI-ESM1-2-HR_CMIP6	[-]	17.9	17.9	21.8	-3.87	4.45	1.11	0.397	0.589	0.866	0.972	0.682
NorESM2-MM_BARPA	[-]	23.7	23.7	21.8	1.92	2.96	0.296	0.610	0.632	0.972	0.875	0.744
NorESM2-MM_CCAM	[-]	20.9	20.9	21.8	-0.870	2.31	1.22	0.745	0.636	0.881	0.866	0.753
NorESM2-MM_CMIP6	[-]	15.7	15.7	21.8	-6.08	6.32	1.02	0.203	0.641	0.902	0.873	0.652

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.1
ACCESS-CM2_BARPA	[-]	22.2	22.2	21.1	1.05	2.57	1.35	0.702	0.632	0.870	0.998	0.767
ACCESS-CM2_CCAM	[-]	21.5	21.5	21.1	0.403	2.84	1.42	0.765	0.542	0.849	0.981	0.736
ACCESS-CM2_CMIP6	[-]	17.5	17.5	21.0	-3.47	4.25	1.20	0.449	0.557	0.892	0.889	0.669
ACCESS-ESM1-5_BARPA	[-]	22.1	22.1	21.1	0.933	2.48	1.44	0.708	0.644	0.851	0.998	0.769
ACCESS-ESM1-5_CCAM	[-]	21.1	21.1	21.1	-0.0174	2.76	0.928	0.760	0.554	0.891	0.986	0.749
ACCESS-ESM1-5_CMIP6	[-]	18.9	18.9	21.2	-2.31	3.24	0.856	0.565	0.621	0.912	0.963	0.736
CESM2_BARPA	[-]	23.8	23.8	21.1	2.66	3.79	1.00	0.503	0.578	0.860	0.996	0.703
CESM2_CCAM	[-]	22.0	22.0	21.1	0.816	3.26	1.26	0.723	0.500	0.838	0.967	0.706
CMCC-ESM2_BARPA	[-]	23.2	23.2	21.1	2.07	3.42	0.920	0.577	0.577	0.868	0.996	0.719
CMCC-ESM2_CCAM	[-]	19.1	19.1	21.1	-2.04	2.91	0.501	0.567	0.695	0.944	0.928	0.766
CMCC-ESM2_CMIP6	[-]	13.9	13.9	21.1	-7.22	7.35	0.440	0.168	0.731	0.945	0.978	0.711
CNRM-ESM2-1_CCAM	[-]	20.5	20.5	21.1	-0.658	2.42	1.33	0.726	0.628	0.869	0.961	0.762
CNRM-ESM2-1_CMIP6	[-]	20.2	20.2	21.1	-0.961	2.49	0.899	0.714	0.634	0.915	0.946	0.769
EC-Earth3_BARPA	[-]	22.9	22.9	21.1	1.79	3.02	1.20	0.612	0.620	0.895	0.996	0.749
EC-Earth3_CCAM	[-]	19.4	19.4	21.1	-1.78	3.12	1.24	0.610	0.582	0.877	0.960	0.722
EC-Earth3_CMIP6	[-]	17.9	17.9	21.0	-3.13	4.05	1.03	0.475	0.590	0.912	0.976	0.708
ERA5_BARPA	[-]	22.3	22.3	21.1	1.14	2.34	0.339	0.696	0.691	0.973	0.997	0.810
ERA5_CCAM	[-]	20.2	20.2	21.1	-0.942	2.17	0.487	0.718	0.689	0.962	0.985	0.808
MPI-ESM1-2-HR_BARPA	[-]	23.4	23.4	21.1	2.25	3.41	1.20	0.552	0.597	0.858	0.993	0.720
MPI-ESM1-2-HR_CMIP6	[-]	17.1	17.1	21.2	-4.07	4.74	0.446	0.378	0.555	0.946	0.954	0.678
NorESM2-MM_BARPA	[-]	22.7	22.7	21.1	1.53	2.91	0.573	0.651	0.614	0.922	0.998	0.760
NorESM2-MM_CCAM	[-]	20.1	20.1	21.1	-1.06	2.58	0.877	0.706	0.605	0.919	0.976	0.762
NorESM2-MM_CMIP6	[-]	15.3	15.3	21.1	-5.76	6.13	0.566	0.237	0.600	0.944	0.991	0.674

	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	[-]	27.1
ACCESS-CM2_BARPA	[-]	24.9	24.9	27.1	-2.23	2.94	0.804	0.658	0.713	0.940	0.936	0.792
ACCESS-CM2_CCAM	[-]	26.8	26.8	27.1	-0.369	2.30	0.858	0.857	0.667	0.940	0.999	0.826
ACCESS-CM2_CMIP6	[-]	23.7	23.7	27.1	-3.42	3.76	0.821	0.519	0.763	0.945	0.761	0.750
ACCESS-ESM1-5_BARPA	[-]	25.5	25.5	27.1	-1.66	2.24	0.946	0.734	0.780	0.931	0.895	0.824
ACCESS-ESM1-5_CCAM	[-]	26.2	26.2	27.1	-0.907	2.16	1.10	0.798	0.733	0.878	0.993	0.827
ACCESS-ESM1-5_CMIP6	[-]	23.5	23.5	27.0	-3.50	3.77	1.76	0.512	0.764	0.773	0.835	0.730
CESM2_BARPA	[-]	25.7	25.7	27.1	-1.47	2.18	0.536	0.759	0.774	0.935	0.890	0.826
CESM2_CCAM	[-]	27.9	27.9	27.1	0.803	1.67	1.09	0.814	0.799	0.885	0.999	0.859
CMCC-ESM2_BARPA	[-]	25.5	25.5	27.1	-1.60	2.58	0.803	0.741	0.709	0.895	0.899	0.791
CMCC-ESM2_CCAM	[-]	25.6	25.6	27.1	-1.50	2.05	0.344	0.742	0.825	0.963	0.939	0.859
CMCC-ESM2_CMIP6	[-]	22.5	22.5	26.9	-4.35	4.69	0.838	0.444	0.833	0.908	0.815	0.767
CNRM-ESM2-1_CCAM	[-]	26.3	26.3	27.1	-0.850	2.13	1.12	0.796	0.747	0.896	0.995	0.836
CNRM-ESM2-1_CMIP6	[-]	24.7	24.7	27.0	-2.24	2.51	1.38	0.649	0.837	0.853	0.964	0.828
EC-Earth3_BARPA	[-]	25.9	25.9	27.1	-1.22	1.80	0.913	0.790	0.815	0.897	0.891	0.842
EC-Earth3_CCAM	[-]	25.9	25.9	27.1	-1.29	2.19	1.03	0.762	0.769	0.896	0.985	0.836
EC-Earth3_CMIP6	[-]	24.5	24.5	27.1	-2.53	2.99	1.24	0.608	0.754	0.856	0.852	0.765
ERA5_BARPA	[-]	24.8	24.8	27.1	-2.37	2.86	0.809	0.640	0.757	0.893	0.930	0.795
ERA5_CCAM	[-]	25.8	25.8	27.2	-1.30	2.12	0.563	0.760	0.788	0.942	0.981	0.852
MPI-ESM1-2-HR_BARPA	[-]	27.3	27.3	27.1	0.222	2.23	0.405	0.826	0.697	0.954	0.880	0.811
MPI-ESM1-2-HR_CMIP6	[-]	24.5	24.5	27.2	-2.71	3.00	0.409	0.606	0.797	0.959	0.890	0.810
NorESM2-MM_BARPA	[-]	24.0	24.0	27.1	-3.08	3.94	0.628	0.555	0.636	0.930	0.953	0.742
NorESM2-MM_CCAM	[-]	24.8	24.8	27.1	-2.35	3.01	0.812	0.644	0.728	0.892	0.995	0.797
NorESM2-MM_CMIP6	[-]	20.9	20.9	26.9	-5.98	6.22	0.627	0.332	0.749	0.946	0.947	0.744

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.4
ACCESS-CM2_BARPA	[-]	25.9	25.9	26.4	-0.501	1.59	0.531	0.747	0.737	0.960	0.976	0.831
ACCESS-CM2_CCAM	[-]	26.3	26.3	26.4	-0.115	1.90	0.782	0.792	0.617	0.932	0.951	0.782
ACCESS-CM2_CMIP6	[-]	22.1	22.1	26.4	-4.24	4.44	0.369	0.282	0.697	0.973	0.959	0.722
ACCESS-ESM1-5_BARPA	[-]	26.0	26.0	26.4	-0.438	1.56	0.670	0.743	0.750	0.946	0.992	0.836
ACCESS-ESM1-5_CCAM	[-]	26.0	26.0	26.4	-0.433	1.91	0.658	0.737	0.652	0.945	0.978	0.793
ACCESS-ESM1-5_CMIP6	[-]	23.3	23.3	26.4	-3.08	3.33	0.645	0.407	0.712	0.951	0.986	0.754
CESM2_BARPA	[-]	27.2	27.2	26.4	0.792	1.80	0.470	0.721	0.697	0.967	0.994	0.815
CESM2_CCAM	[-]	26.0	26.0	26.4	-0.379	1.49	0.451	0.775	0.729	0.966	0.975	0.835
CMCC-ESM2_BARPA	[-]	26.7	26.7	26.4	0.336	1.83	0.463	0.752	0.665	0.962	0.997	0.808
CMCC-ESM2_CCAM	[-]	25.1	25.1	26.4	-1.31	1.65	0.342	0.690	0.805	0.976	0.991	0.854
CMCC-ESM2_CMIP6	[-]	20.4	20.4	26.4	-6.00	6.04	0.287	0.173	0.807	0.980	0.956	0.744
CNRM-ESM2-1_CCAM	[-]	25.2	25.2	26.4	-1.23	2.17	0.627	0.671	0.652	0.951	0.972	0.780
CNRM-ESM2-1_CMIP6	[-]	23.0	23.0	26.4	-3.38	3.63	0.398	0.385	0.713	0.974	0.944	0.746
EC-Earth3_BARPA	[-]	26.4	26.4	26.4	-0.0397	1.58	0.460	0.751	0.737	0.968	0.971	0.832
EC-Earth3_CCAM	[-]	24.7	24.7	26.4	-1.68	2.35	0.753	0.619	0.659	0.938	0.996	0.774
EC-Earth3_CMIP6	[-]	23.4	23.4	26.4	-2.97	3.28	0.505	0.447	0.689	0.964	0.982	0.754
ERA5_BARPA	[-]	26.1	26.1	26.4	-0.307	1.62	0.313	0.759	0.718	0.978	0.984	0.831
ERA5_CCAM	[-]	25.8	25.8	26.4	-0.651	1.59	0.383	0.751	0.733	0.973	0.999	0.838
MPI-ESM1-2-HR_BARPA	[-]	27.6	27.6	26.4	1.16	1.79	0.573	0.676	0.757	0.955	0.999	0.829
MPI-ESM1-2-HR_CMIP6	[-]	22.1	22.1	26.4	-4.26	4.42	0.550	0.286	0.722	0.955	0.990	0.735
NorESM2-MM_BARPA	[-]	25.9	25.9	26.4	-0.468	2.32	0.959	0.735	0.567	0.879	0.919	0.733
NorESM2-MM_CCAM	[-]	25.1	25.1	26.4	-1.28	2.39	0.922	0.664	0.604	0.904	0.969	0.749
NorESM2-MM_CMIP6	[-]	20.1	20.1	26.4	-6.32	6.46	0.807	0.156	0.684	0.917	0.991	0.686

	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	[-]	27.9
ACCESS-CM2_BARPA	[-]	27.4	27.4	27.9	-0.514	1.68	0.483	0.780	0.725	0.957	0.956	0.829
ACCESS-CM2_CCAM	[-]	28.5	28.5	27.9	0.599	2.02	0.978	0.777	0.639	0.906	0.978	0.788
ACCESS-CM2_CMIP6	[-]	24.1	24.1	28.0	-3.90	4.02	0.609	0.359	0.782	0.953	0.973	0.770
ACCESS-ESM1-5_BARPA	[-]	28.0	28.0	27.9	0.0281	1.39	0.478	0.789	0.779	0.959	0.982	0.858
ACCESS-ESM1-5_CCAM	[-]	28.5	28.5	27.9	0.592	2.01	0.874	0.763	0.653	0.910	0.949	0.785
ACCESS-ESM1-5_CMIP6	[-]	25.2	25.2	27.9	-2.77	3.07	0.740	0.489	0.711	0.926	0.898	0.747
CESM2_BARPA	[-]	28.6	28.6	27.9	0.665	1.76	0.621	0.740	0.725	0.953	0.991	0.827
CESM2_CCAM	[-]	28.7	28.7	27.9	0.739	1.53	0.708	0.761	0.761	0.943	0.999	0.845
CMCC-ESM2_BARPA	[-]	28.1	28.1	27.9	0.135	2.10	1.44	0.772	0.627	0.819	0.977	0.764
CMCC-ESM2_CCAM	[-]	27.9	27.9	27.9	-0.0448	1.50	0.702	0.815	0.725	0.942	0.992	0.840
CMCC-ESM2_CMIP6	[-]	22.6	22.6	27.9	-5.26	5.33	0.536	0.258	0.796	0.950	0.789	0.718
CNRM-ESM2-1_CCAM	[-]	27.8	27.8	27.9	-0.122	1.50	0.390	0.796	0.734	0.967	0.944	0.835
CNRM-ESM2-1_CMIP6	[-]	25.2	25.2	27.9	-2.70	2.87	0.474	0.512	0.808	0.958	0.999	0.817
EC-Earth3_BARPA	[-]	27.9	27.9	27.9	0.00170	1.35	0.550	0.796	0.785	0.950	0.992	0.861
EC-Earth3_CCAM	[-]	27.6	27.6	27.9	-0.378	1.48	0.651	0.799	0.740	0.946	0.991	0.843
EC-Earth3_CMIP6	[-]	25.8	25.8	27.9	-2.15	2.48	0.607	0.581	0.753	0.952	0.984	0.805
ERA5_BARPA	[-]	27.5	27.5	27.9	-0.495	1.70	0.858	0.774	0.720	0.902	0.968	0.817
ERA5_CCAM	[-]	28.4	28.4	28.0	0.407	1.56	0.703	0.784	0.734	0.936	0.986	0.835
MPI-ESM1-2-HR_BARPA	[-]	29.8	29.8	27.9	1.81	2.30	0.382	0.610	0.743	0.969	0.996	0.812
MPI-ESM1-2-HR_CMIP6	[-]	25.4	25.4	28.0	-2.58	2.81	0.619	0.514	0.758	0.949	0.980	0.792
NorESM2-MM_BARPA	[-]	26.6	26.6	27.9	-1.38	2.65	1.53	0.688	0.580	0.813	0.946	0.721
NorESM2-MM_CCAM	[-]	27.3	27.3	27.9	-0.595	2.61	1.94	0.775	0.536	0.737	0.964	0.710
NorESM2-MM_CMIP6	[-]	22.4	22.4	27.9	-5.42	5.85	2.14	0.239	0.567	0.698	0.918	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	[-]	21.1
ACCESS-CM2_BARPA	[-]	18.8	18.8	21.0	-2.16	2.48	0.269	0.613	0.821	0.975	0.917	0.830
ACCESS-CM2_CCAM	[-]	21.3	21.3	21.0	0.215	2.66	0.539	0.721	0.624	0.954	0.875	0.759
ACCESS-CM2_CMIP6	[-]	15.0	15.0	21.0	-5.97	6.15	0.00	0.301	0.751	1.00	0.124	0.585
ACCESS-ESM1-5_BARPA	[-]	19.0	19.0	21.0	-1.96	2.40	0.194	0.636	0.791	0.978	0.891	0.817
ACCESS-ESM1-5_CCAM	[-]	21.0	21.0	21.0	-0.0346	2.45	0.669	0.737	0.649	0.934	0.883	0.770
ACCESS-ESM1-5_CMIP6	[-]	8.97	8.97	18.6	-9.67	9.71	1.03	0.0519	0.772	0.930	1.00	0.705
CESM2_BARPA	[-]	18.9	18.9	21.0	-2.11	2.44	0.668	0.620	0.812	0.930	0.926	0.820
CESM2_CCAM	[-]	21.3	21.3	21.0	0.267	2.33	0.575	0.713	0.692	0.953	0.885	0.787
CMCC-ESM2_BARPA	[-]	19.0	19.0	21.0	-1.92	2.28	0.0797	0.630	0.843	0.990	0.944	0.850
CMCC-ESM2_CCAM	[-]	20.9	20.9	21.0	-0.148	1.99	0.0910	0.721	0.763	0.989	0.944	0.836
CMCC-ESM2_CMIP6	[-]	13.8	13.8	20.0	-6.17	6.23	0.00	0.259	0.790	1.00	0.490	0.666
CNRM-ESM2-1_CCAM	[-]	22.0	22.0	21.0	0.977	2.57	1.04	0.674	0.665	0.929	0.943	0.775
CNRM-ESM2-1_CMIP6	[-]	15.3	15.3	20.2	-4.90	5.00	1.03	0.274	0.776	0.930	0.00190	0.552
EC-Earth3_BARPA	[-]	18.8	18.8	21.0	-2.14	2.56	0.145	0.616	0.789	0.983	0.881	0.812
EC-Earth3_CCAM	[-]	20.4	20.4	21.0	-0.648	2.23	0.158	0.734	0.707	0.983	0.898	0.806
EC-Earth3_CMIP6	[-]	18.2	18.2	20.7	-2.50	2.67	0.678	0.541	0.815	0.937	0.879	0.797
ERA5_BARPA	[-]	18.8	18.8	21.0	-2.19	2.46	0.104	0.607	0.843	0.986	0.932	0.842
ERA5_CCAM	[-]	21.3	21.3	21.1	0.256	2.17	0.134	0.702	0.746	0.982	0.864	0.808
MPI-ESM1-2-HR_BARPA	[-]	19.8	19.8	21.0	-1.21	2.03	0.119	0.714	0.770	0.986	0.906	0.829
MPI-ESM1-2-HR_CMIP6	[-]	18.4	18.4	21.4	-3.06	3.25	0.00	0.476	0.772	1.00	0.967	0.797
NorESM2-MM_BARPA	[-]	18.2	18.2	21.0	-2.74	3.00	0.928	0.536	0.817	0.939	0.962	0.814
NorESM2-MM_CCAM	[-]	20.4	20.4	21.0	-0.679	2.34	0.293	0.740	0.685	0.978	0.863	0.790
NorESM2-MM_CMIP6	[-]	15.2	15.2	20.0	-4.82	4.92	0.00	0.252	0.759	1.00	0.964	0.747

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	19.8
ACCESS-CM2_BARPA	[-]	16.8	16.8	19.8	-2.94	3.19	0.385	0.563	0.800	0.970	0.993	0.825
ACCESS-CM2_CCAM	[-]	18.9	18.9	19.8	-0.900	2.30	0.356	0.686	0.747	0.975	0.997	0.830
ACCESS-CM2_CMIP6	[-]	9.15	9.15	19.3	-10.2	10.3	1.03	0.0850	0.631	0.930	1.00	0.655
ACCESS-ESM1-5_BARPA	[-]	16.9	16.9	19.8	-2.93	3.20	0.363	0.564	0.793	0.954	0.995	0.820
ACCESS-ESM1-5_CCAM	[-]	18.1	18.1	19.8	-1.69	2.60	0.390	0.645	0.766	0.972	0.997	0.829
ACCESS-ESM1-5_CMIP6	[-]	11.8	11.8	19.9	-8.12	8.29	0.00	0.143	0.657	1.00	0.860	0.663
CESM2_BARPA	[-]	17.1	17.1	19.8	-2.68	3.03	1.52	0.593	0.765	0.819	0.996	0.788
CESM2_CCAM	[-]	18.8	18.8	19.8	-1.05	2.20	0.885	0.680	0.785	0.935	0.997	0.837
CMCC-ESM2_BARPA	[-]	17.3	17.3	19.8	-2.52	2.80	0.0476	0.606	0.816	0.995	0.990	0.845
CMCC-ESM2_CCAM	[-]	19.2	19.2	19.8	-0.590	2.06	0.0456	0.672	0.816	0.996	0.992	0.859
CMCC-ESM2_CMIP6	[-]	13.9	13.9	19.6	-5.69	6.22	0.00	0.366	0.761	1.00	0.414	0.660
CNRM-ESM2-1_CCAM	[-]	19.2	19.2	19.8	-0.659	2.30	1.01	0.657	0.768	0.933	0.988	0.822
CNRM-ESM2-1_CMIP6	[-]	14.8	14.8	19.0	-4.14	4.32	1.03	0.363	0.744	0.930	0.949	0.746
EC-Earth3_BARPA	[-]	16.9	16.9	19.8	-2.90	3.20	0.289	0.564	0.789	0.974	0.997	0.822
EC-Earth3_CCAM	[-]	18.1	18.1	19.8	-1.70	2.47	0.182	0.651	0.792	0.986	0.996	0.843
EC-Earth3_CMIP6	[-]	17.5	17.5	19.7	-2.21	2.72	0.00	0.657	0.764	1.00	0.960	0.829
ERA5_BARPA	[-]	17.4	17.4	19.8	-2.45	2.68	0.172	0.619	0.820	0.982	0.994	0.847
ERA5_CCAM	[-]	19.4	19.4	19.8	-0.474	1.83	0.0253	0.707	0.841	0.997	0.997	0.877
MPI-ESM1-2-HR_BARPA	[-]	17.7	17.7	19.8	-2.11	2.55	0.0954	0.650	0.805	0.989	0.995	0.849
MPI-ESM1-2-HR_CMIP6	[-]	15.6	15.6	19.8	-4.24	4.43	0.00	0.458	0.775	1.00	0.385	0.679
NorESM2-MM_BARPA	[-]	16.7	16.7	19.8	-3.09	3.33	0.548	0.546	0.783	0.961	0.989	0.812
NorESM2-MM_CCAM	[-]	18.2	18.2	19.8	-1.60	2.43	0.265	0.674	0.769	0.982	0.997	0.838
NorESM2-MM_CMIP6	[-]	15.1	15.1	19.6	-4.40	4.60	0.660	0.407	0.784	0.958	0.605	0.707

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.3
ACCESS-CM2_BARPA	[-]	20.7	20.7	23.3	-2.63	3.43	0.712	0.570	0.740	0.897	0.840	0.757
ACCESS-CM2_CCAM	[-]	24.5	24.5	23.3	1.17	3.26	1.15	0.696	0.572	0.888	0.956	0.737
ACCESS-CM2_CMIP6	[-]	17.5	17.5	22.7	-5.18	6.11	1.38	0.390	0.685	0.868	0.321	0.590
ACCESS-ESM1-5_BARPA	[-]	21.2	21.2	23.3	-2.18	3.16	1.01	0.602	0.733	0.906	0.810	0.757
ACCESS-ESM1-5_CCAM	[-]	24.2	24.2	23.3	0.911	2.93	1.11	0.715	0.608	0.897	0.946	0.755
ACCESS-ESM1-5_CMIP6	[-]	15.9	15.9	22.7	-6.83	6.95	1.02	0.180	0.727	0.932	0.813	0.676
CESM2_BARPA	[-]	21.0	21.0	23.3	-2.34	2.95	0.409	0.598	0.798	0.955	0.867	0.803
CESM2_CCAM	[-]	25.7	25.7	23.3	2.40	3.60	0.991	0.561	0.623	0.898	0.932	0.728
CMCC-ESM2_BARPA	[-]	20.6	20.6	23.3	-2.78	3.33	0.594	0.554	0.783	0.912	0.875	0.781
CMCC-ESM2_CCAM	[-]	22.6	22.6	23.3	-0.706	2.07	0.464	0.730	0.762	0.942	0.981	0.835
CMCC-ESM2_CMIP6	[-]	17.2	17.2	22.3	-5.18	5.34	1.19	0.320	0.776	0.881	0.788	0.708
CNRM-ESM2-1_CCAM	[-]	24.5	24.5	23.3	1.19	3.01	1.15	0.701	0.607	0.904	0.976	0.759
CNRM-ESM2-1_CMIP6	[-]	18.7	18.7	22.9	-4.23	4.40	1.03	0.422	0.794	0.930	0.346	0.657
EC-Earth3_BARPA	[-]	20.6	20.6	23.3	-2.76	3.57	0.794	0.554	0.715	0.930	0.788	0.741
EC-Earth3_CCAM	[-]	23.2	23.2	23.3	-0.114	2.70	1.15	0.764	0.615	0.901	0.958	0.770
EC-Earth3_CMIP6	[-]	22.7	22.7	23.5	-0.858	2.60	1.62	0.730	0.701	0.823	0.385	0.668
ERA5_BARPA	[-]	20.2	20.2	23.3	-3.16	3.56	0.586	0.520	0.788	0.921	0.860	0.775
ERA5_CCAM	[-]	23.2	23.2	23.3	-0.123	2.25	0.659	0.754	0.701	0.900	0.963	0.804
MPI-ESM1-2-HR_BARPA	[-]	22.6	22.6	23.3	-0.764	2.74	0.559	0.699	0.683	0.922	0.837	0.765
MPI-ESM1-2-HR_CMIP6	[-]	23.0	23.0	23.6	-0.558	2.34	0.690	0.767	0.627	0.903	0.359	0.657
NorESM2-MM_BARPA	[-]	19.7	19.7	23.3	-3.60	3.98	0.547	0.479	0.766	0.935	0.882	0.766
NorESM2-MM_CCAM	[-]	23.5	23.5	23.3	0.134	2.51	0.559	0.753	0.655	0.929	0.956	0.790
NorESM2-MM_CMIP6	[-]	17.8	17.8	22.3	-4.56	4.83	1.37	0.361	0.690	0.788	0.791	0.664

	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	[-]	24.3
ACCESS-CM2_BARPA	[-]	22.4	22.4	24.3	-1.86	2.71	0.371	0.728	0.782	0.975	0.956	0.844
ACCESS-CM2_CCAM	[-]	25.1	25.1	24.3	0.839	2.70	0.900	0.818	0.699	0.939	0.970	0.825
ACCESS-CM2_CMIP6	[-]	13.4	13.4	23.3	-9.81	9.91	1.03	0.193	0.792	0.930	0.356	0.613
ACCESS-ESM1-5_BARPA	[-]	22.9	22.9	24.3	-1.35	2.35	0.170	0.766	0.802	0.987	0.939	0.859
ACCESS-ESM1-5_CCAM	[-]	24.5	24.5	24.3	0.204	2.43	0.516	0.828	0.730	0.965	0.978	0.846
ACCESS-ESM1-5_CMIP6	[-]	20.6	20.6	25.1	-4.48	4.79	1.54	0.485	0.760	0.838	0.138	0.596
CESM2_BARPA	[-]	22.4	22.4	24.3	-1.89	2.53	0.0270	0.723	0.825	0.997	0.963	0.866
CESM2_CCAM	[-]	25.8	25.8	24.3	1.48	2.58	0.872	0.751	0.762	0.935	0.962	0.834
CMCC-ESM2_BARPA	[-]	22.7	22.7	24.3	-1.62	2.31	0.0136	0.748	0.832	0.999	0.948	0.872
CMCC-ESM2_CCAM	[-]	24.2	24.2	24.3	-0.149	1.63	0.00	0.837	0.859	1.00	0.964	0.904
CMCC-ESM2_CMIP6	[-]	19.0	19.0	24.8	-5.85	6.00	0.206	0.431	0.817	0.986	0.395	0.689
CNRM-ESM2-1_CCAM	[-]	24.7	24.7	24.3	0.439	2.25	1.03	0.809	0.764	0.931	0.987	0.851
CNRM-ESM2-1_CMIP6	[-]	16.2	16.2	22.1	-5.96	6.13	1.03	0.367	0.786	0.930	1.00	0.774
EC-Earth3_BARPA	[-]	23.2	23.2	24.3	-1.06	2.04	0.113	0.792	0.833	0.991	0.890	0.868
EC-Earth3_CCAM	[-]	24.0	24.0	24.3	-0.331	2.12	0.711	0.822	0.788	0.952	0.961	0.862
EC-Earth3_CMIP6	[-]	22.0	22.0	24.2	-2.25	2.84	1.12	0.706	0.777	0.915	0.670	0.769
ERA5_BARPA	[-]	22.2	22.2	24.3	-2.05	2.45	0.00	0.716	0.871	1.00	0.955	0.882
ERA5_CCAM	[-]	24.3	24.3	24.3	-0.0421	1.94	0.00	0.828	0.810	1.00	0.965	0.883
MPI-ESM1-2-HR_BARPA	[-]	23.8	23.8	24.3	-0.495	2.16	0.00906	0.827	0.776	0.999	0.950	0.866
MPI-ESM1-2-HR_CMIP6	[-]	22.8	22.8	24.2	-1.47	2.24	0.00	0.757	0.814	1.00	0.625	0.802
NorESM2-MM_BARPA	[-]	21.6	21.6	24.3	-2.64	3.12	0.00	0.663	0.804	1.00	0.965	0.847
NorESM2-MM_CCAM	[-]	23.4	23.4	24.3	-0.922	2.04	0.00380	0.800	0.830	1.00	0.986	0.889
NorESM2-MM_CMIP6	[-]	18.5	18.5	24.8	-6.36	6.52	0.00	0.373	0.800	1.00	0.609	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	[-]	26.9
ACCESS-CM2_BARPA	[-]	26.4	26.4	26.9	-0.548	2.53	0.897	0.817	0.685	0.927	0.867	0.796
ACCESS-CM2_CCAM	[-]	27.3	27.3	26.9	0.407	2.61	0.963	0.766	0.704	0.933	0.856	0.793
ACCESS-CM2_CMIP6	[-]	19.0	19.0	26.1	-7.11	7.16	0.770	0.298	0.858	0.948	0.591	0.710
ACCESS-ESM1-5_BARPA	[-]	27.1	27.1	26.9	0.143	2.12	0.949	0.806	0.760	0.928	0.842	0.819
ACCESS-ESM1-5_CCAM	[-]	26.5	26.5	26.9	-0.363	2.46	0.995	0.769	0.730	0.905	0.832	0.793
ACCESS-ESM1-5_CMIP6	[-]	24.4	24.4	26.9	-2.52	2.96	1.03	0.602	0.736	0.931	0.944	0.790
CESM2_BARPA	[-]	27.1	27.1	26.9	0.179	2.32	0.851	0.806	0.720	0.900	0.825	0.794
CESM2_CCAM	[-]	28.1	28.1	26.9	1.21	2.41	1.06	0.700	0.814	0.879	0.828	0.807
CMCC-ESM2_BARPA	[-]	27.0	27.0	26.9	0.00668	2.80	0.853	0.816	0.645	0.899	0.855	0.772
CMCC-ESM2_CCAM	[-]	26.1	26.1	26.9	-0.808	2.20	0.869	0.755	0.808	0.894	0.832	0.819
CMCC-ESM2_CMIP6	[-]	19.7	19.7	27.0	-7.35	7.41	0.730	0.290	0.835	0.918	0.329	0.642
CNRM-ESM2-1_CCAM	[-]	26.1	26.1	26.9	-0.787	2.21	1.10	0.750	0.805	0.889	0.883	0.826
CNRM-ESM2-1_CMIP6	[-]	24.5	24.5	27.5	-3.05	3.16	1.02	0.563	0.861	0.885	0.680	0.770
EC-Earth3_BARPA	[-]	27.4	27.4	26.9	0.487	2.04	1.06	0.783	0.797	0.870	0.821	0.814
EC-Earth3_CCAM	[-]	25.7	25.7	26.9	-1.15	2.41	1.15	0.738	0.787	0.865	0.810	0.797
EC-Earth3_CMIP6	[-]	22.7	22.7	26.7	-3.94	4.25	0.970	0.537	0.786	0.888	0.557	0.711
ERA5_BARPA	[-]	26.4	26.4	27.0	-0.592	2.32	0.929	0.819	0.716	0.884	0.871	0.801
ERA5_CCAM	[-]	26.2	26.2	26.9	-0.682	2.28	0.568	0.750	0.799	0.931	0.823	0.820
MPI-ESM1-2-HR_BARPA	[-]	28.5	28.5	26.9	1.54	2.91	0.840	0.687	0.718	0.927	0.828	0.775
MPI-ESM1-2-HR_CMIP6	[-]	25.2	25.2	27.1	-1.90	2.23	0.798	0.693	0.809	0.920	0.795	0.805
NorESM2-MM_BARPA	[-]	25.4	25.4	26.9	-1.56	3.18	0.867	0.753	0.623	0.896	0.896	0.758
NorESM2-MM_CCAM	[-]	25.0	25.0	26.9	-1.89	3.04	0.783	0.704	0.709	0.910	0.865	0.780
NorESM2-MM_CMIP6	[-]	19.4	19.4	27.0	-7.59	7.86	0.887	0.254	0.681	0.890	0.327	0.566

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.6
ACCESS-CM2_BARPA	[-]	25.4	25.4	26.7	-1.22	2.31	0.688	0.770	0.684	0.935	0.978	0.810
ACCESS-CM2_CCAM	[-]	27.7	27.7	26.6	1.03	2.11	0.707	0.770	0.724	0.938	0.974	0.826
ACCESS-CM2_CMIP6	[-]	22.4	22.4	26.6	-4.20	4.46	0.936	0.492	0.827	0.888	0.353	0.677
ACCESS-ESM1-5_BARPA	[-]	26.1	26.1	26.7	-0.512	1.77	0.753	0.849	0.739	0.926	0.968	0.844
ACCESS-ESM1-5_CCAM	[-]	27.3	27.3	26.6	0.673	2.01	0.859	0.792	0.729	0.913	0.973	0.827
ACCESS-ESM1-5_CMIP6	[-]	22.1	22.1	26.5	-4.47	4.75	1.17	0.463	0.794	0.877	0.293	0.645
CESM2_BARPA	[-]	25.6	25.6	26.7	-1.11	2.41	0.671	0.790	0.664	0.947	0.923	0.798
CESM2_CCAM	[-]	27.2	27.2	26.6	0.553	1.89	0.749	0.818	0.736	0.935	0.908	0.827
CMCC-ESM2_BARPA	[-]	26.0	26.0	26.7	-0.655	2.25	0.990	0.833	0.664	0.883	0.947	0.798
CMCC-ESM2_CCAM	[-]	26.5	26.5	26.6	-0.189	1.55	0.876	0.842	0.791	0.901	0.952	0.855
CMCC-ESM2_CMIP6	[-]	20.3	20.3	26.6	-6.30	6.36	0.867	0.308	0.836	0.937	0.422	0.668
CNRM-ESM2-1_CCAM	[-]	26.9	26.9	26.6	0.224	1.69	0.740	0.818	0.779	0.933	0.990	0.860
CNRM-ESM2-1_CMIP6	[-]	24.1	24.1	26.6	-2.47	2.75	1.22	0.616	0.811	0.863	0.729	0.766
EC-Earth3_BARPA	[-]	26.0	26.0	26.7	-0.710	2.25	0.596	0.823	0.666	0.950	0.981	0.817
EC-Earth3_CCAM	[-]	26.3	26.3	26.6	-0.296	1.65	0.525	0.824	0.789	0.954	0.948	0.861
EC-Earth3_CMIP6	[-]	24.5	24.5	26.6	-2.10	2.49	0.594	0.658	0.789	0.947	0.901	0.817
ERA5_BARPA	[-]	25.4	25.4	26.7	-1.31	2.26	0.704	0.755	0.703	0.932	0.985	0.816
ERA5_CCAM	[-]	27.1	27.1	26.7	0.480	1.63	0.732	0.803	0.803	0.931	0.970	0.862
MPI-ESM1-2-HR_BARPA	[-]	27.3	27.3	26.7	0.686	2.65	0.585	0.800	0.617	0.954	0.913	0.780
MPI-ESM1-2-HR_CMIP6	[-]	24.2	24.2	26.7	-2.46	2.60	0.494	0.591	0.841	0.964	0.999	0.847
NorESM2-MM_BARPA	[-]	24.0	24.0	26.7	-2.70	3.48	1.13	0.578	0.639	0.876	0.984	0.743
NorESM2-MM_CCAM	[-]	26.2	26.2	26.6	-0.454	2.23	1.07	0.827	0.681	0.880	0.972	0.808
NorESM2-MM_CMIP6	[-]	19.5	19.5	26.6	-7.12	7.37	0.755	0.251	0.718	0.921	0.459	0.614

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.2
ACCESS-CM2_BARPA	[-]	17.0	17.0	16.2	0.866	2.45	1.41	0.606	0.623	0.839	0.852	0.708
ACCESS-CM2_CCAM	[-]	17.7	17.7	16.1	1.58	3.21	2.52	0.529	0.524	0.619	0.862	0.612
ACCESS-CM2_CMIP6	[-]	8.98	8.98	16.1	-7.12	7.48	2.85	0.143	0.522	0.548	0.550	0.457
ACCESS-ESM1-5_BARPA	[-]	16.3	16.3	16.2	0.136	2.28	1.84	0.667	0.604	0.770	0.870	0.703
ACCESS-ESM1-5_CCAM	[-]	16.7	16.7	16.1	0.572	2.67	2.51	0.645	0.543	0.621	0.909	0.652
ACCESS-ESM1-5_CMIP6	[-]	9.54	9.54	14.7	-5.19	5.58	2.54	0.174	0.482	0.624	0.894	0.531
CESM2_BARPA	[-]	18.2	18.2	16.2	2.07	2.90	1.60	0.493	0.689	0.799	0.849	0.704
CESM2_CCAM	[-]	17.4	17.4	16.1	1.29	3.07	2.64	0.576	0.510	0.592	0.912	0.620
CMCC-ESM2_BARPA	[-]	18.1	18.1	16.2	1.95	2.98	1.45	0.499	0.652	0.825	0.807	0.687
CMCC-ESM2_CCAM	[-]	16.3	16.3	16.1	0.138	2.18	1.88	0.687	0.621	0.753	0.939	0.724
CMCC-ESM2_CMIP6	[-]	9.54	9.54	15.8	-6.24	6.43	1.25	0.130	0.611	0.852	0.979	0.637
CNRM-ESM2-1_CCAM	[-]	17.3	17.3	16.1	1.13	2.65	1.75	0.583	0.621	0.788	0.896	0.702
CNRM-ESM2-1_CMIP6	[-]	13.3	13.3	15.8	-2.48	3.54	1.70	0.455	0.602	0.810	0.485	0.591
EC-Earth3_BARPA	[-]	17.9	17.9	16.2	1.71	2.87	1.51	0.544	0.578	0.822	0.875	0.679
EC-Earth3_CCAM	[-]	16.2	16.2	16.1	0.0370	2.32	1.96	0.687	0.593	0.742	0.955	0.714
EC-Earth3_CMIP6	[-]	14.3	14.3	16.3	-2.04	2.64	1.53	0.543	0.628	0.824	0.988	0.722
ERA5_BARPA	[-]	16.9	16.9	16.1	0.719	1.96	1.30	0.648	0.728	0.843	0.886	0.767
ERA5_CCAM	[-]	16.4	16.4	16.1	0.238	2.02	1.56	0.684	0.663	0.807	0.953	0.754
MPI-ESM1-2-HR_BARPA	[-]	17.9	17.9	16.2	1.72	3.17	1.68	0.510	0.555	0.804	0.780	0.641
MPI-ESM1-2-HR_CMIP6	[-]	13.1	13.1	15.6	-2.51	3.42	1.56	0.519	0.554	0.807	0.849	0.657
NorESM2-MM_BARPA	[-]	17.6	17.6	16.2	1.41	2.34	1.11	0.582	0.692	0.852	0.906	0.745
NorESM2-MM_CCAM	[-]	16.1	16.1	16.1	-0.0454	2.10	1.87	0.709	0.623	0.764	0.962	0.736
NorESM2-MM_CMIP6	[-]	10.1	10.1	15.8	-5.69	6.02	1.70	0.160	0.534	0.769	0.993	0.598

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 19:26:32 2024: ncatted -a missing_value,ETR,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/ETR/v20240411/ETR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 14:06:59 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/ETR/v20240411/ETR_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/ETR/v20240411/ETR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_compressed.nc Wed May 15 14:05:30 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 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/g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19450101-19451231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19460101-19461231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19470101-19471231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19480101-19481231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19490101-19491231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19500101-19501231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19510101-19511231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19520101-19521231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19530101-19531231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19540101-19541231_daily.nc /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 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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 /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19930101-19931231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19940101-19941231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19950101-19951231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19960101-19961231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19970101-19971231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19980101-19981231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19990101-19991231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20000101-20001231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20010101-20011231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20020101-20021231_daily.nc /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 /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 ETR /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/ETR/v20240411/ETR_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:: ETR

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