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	[-]	22.1
ACCESS-CM2_BARPA	[-]	22.0	22.0	22.1	-0.0558	0.870	0.470	0.929	0.846	0.965	0.998	0.917
ACCESS-CM2_CCAM	[-]	21.4	21.4	22.1	-0.640	1.14	0.273	0.864	0.845	0.981	0.990	0.905
ACCESS-CM2_CMIP6	[-]	22.6	22.6	22.0	0.588	1.16	0.311	0.860	0.827	0.978	1.00	0.898
ACCESS-ESM1-5_BARPA	[-]	22.8	22.8	22.1	0.752	1.10	0.368	0.851	0.860	0.971	0.998	0.908
ACCESS-ESM1-5_CCAM	[-]	22.0	22.0	22.1	-0.0417	0.924	0.343	0.895	0.864	0.977	0.999	0.920
ACCESS-ESM1-5_CMIP6	[-]	22.9	22.9	22.1	0.820	1.33	0.389	0.816	0.834	0.973	0.997	0.891
CESM2_BARPA	[-]	21.5	21.5	22.1	-0.520	1.06	0.383	0.881	0.851	0.966	0.995	0.909
CESM2_CCAM	[-]	21.4	21.4	22.1	-0.615	1.13	0.264	0.865	0.851	0.982	0.999	0.910
CESM2_CMIP6	[-]	22.5	22.5	22.1	0.473	0.914	0.274	0.874	0.875	0.981	0.995	0.920
CMCC-ESM2_BARPA	[-]	22.0	22.1	22.1	0.00500	0.936	0.350	0.919	0.844	0.970	0.997	0.915
CMCC-ESM2_CCAM	[-]	21.2	21.2	22.1	-0.863	1.20	0.219	0.829	0.868	0.985	0.998	0.910
CMCC-ESM2_CMIP6	[-]	22.7	22.7	22.1	0.653	1.22	0.443	0.845	0.846	0.955	0.999	0.898
CNRM-ESM2-1_CCAM	[-]	19.9	19.9	22.1	-2.17	2.35	0.575	0.645	0.871	0.962	0.935	0.857
CNRM-ESM2-1_CMIP6	[-]	22.7	22.7	22.1	0.606	1.21	0.545	0.832	0.855	0.964	0.989	0.899
EC-Earth3_BARPA	[-]	22.7	22.7	22.1	0.674	1.22	0.275	0.826	0.865	0.978	0.977	0.902
EC-Earth3_CCAM	[-]	22.4	22.4	22.1	0.330	1.30	0.208	0.787	0.884	0.985	0.924	0.893
EC-Earth3_CMIP6	[-]	23.0	23.0	22.1	0.932	1.60	0.363	0.770	0.852	0.972	0.935	0.876
ERA5_BARPA	[-]	21.7	21.7	22.1	-0.341	0.635	0.281	0.915	0.909	0.976	0.999	0.942
ERA5_CCAM	[-]	21.3	21.3	22.1	-0.775	0.959	0.112	0.835	0.923	0.992	0.989	0.932
MPI-ESM1-2-HR_BARPA	[-]	21.8	21.9	22.1	-0.193	0.867	0.339	0.912	0.853	0.976	1.00	0.919
MPI-ESM1-2-HR_CMIP6	[-]	23.7	23.7	22.1	1.58	1.86	0.351	0.722	0.824	0.975	0.998	0.869
NorESM2-MM_BARPA	[-]	21.2	21.3	22.1	-0.801	1.26	0.305	0.851	0.837	0.974	1.00	0.900
NorESM2-MM_CCAM	[-]	19.4	19.4	22.1	-2.64	2.71	0.296	0.584	0.884	0.980	0.994	0.865
NorESM2-MM_CMIP6	[-]	22.3	22.3	22.1	0.217	0.861	0.314	0.894	0.880	0.979	0.999	0.926

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.1
ACCESS-CM2_BARPA	[-]	18.5	18.6	18.1	0.406	0.676	0.00	0.924	0.916	1.00	0.998	0.955
ACCESS-CM2_CCAM	[-]	18.1	18.1	18.1	0.00505	0.675	0.00	0.967	0.893	1.00	1.00	0.957
ACCESS-CM2_CMIP6	[-]	18.5	18.5	18.1	0.451	1.10	0.00	0.892	0.863	1.00	0.970	0.924
ACCESS-ESM1-5_BARPA	[-]	19.4	19.4	18.1	1.25	1.36	0.0270	0.798	0.912	0.998	0.998	0.925
ACCESS-ESM1-5_CCAM	[-]	18.8	18.8	18.1	0.661	0.858	0.00	0.887	0.913	1.00	0.999	0.946
ACCESS-ESM1-5_CMIP6	[-]	19.3	19.3	18.3	0.997	1.32	0.163	0.832	0.871	0.989	0.953	0.907
CESM2_BARPA	[-]	18.0	18.0	18.1	-0.140	0.659	0.00667	0.959	0.899	1.00	0.997	0.956
CESM2_CCAM	[-]	18.4	18.5	18.1	0.313	0.958	0.00	0.939	0.855	1.00	1.00	0.938
CESM2_CMIP6	[-]	18.6	18.6	18.1	0.470	0.863	0.00	0.896	0.908	1.00	0.994	0.945
CMCC-ESM2_BARPA	[-]	18.5	18.5	18.1	0.385	0.647	0.00	0.926	0.919	1.00	0.997	0.956
CMCC-ESM2_CCAM	[-]	17.6	17.7	18.1	-0.484	0.728	0.0170	0.916	0.913	0.999	1.00	0.952
CMCC-ESM2_CMIP6	[-]	19.0	19.0	18.1	0.877	1.23	0.296	0.839	0.884	0.981	0.996	0.921
CNRM-ESM2-1_CCAM	[-]	16.8	16.8	18.1	-1.36	1.59	0.624	0.781	0.878	0.960	0.982	0.898
CNRM-ESM2-1_CMIP6	[-]	18.8	18.8	18.4	0.385	1.07	0.861	0.901	0.860	0.944	0.988	0.916
EC-Earth3_BARPA	[-]	19.4	19.4	18.1	1.26	1.32	0.00	0.799	0.938	1.00	1.00	0.934
EC-Earth3_CCAM	[-]	19.4	19.4	18.1	1.24	1.36	0.00	0.800	0.907	1.00	0.997	0.924
EC-Earth3_CMIP6	[-]	20.3	20.3	18.1	2.18	2.27	0.0550	0.676	0.891	0.996	0.991	0.889
ERA5_BARPA	[-]	18.3	18.3	18.2	0.134	0.350	0.00	0.956	0.962	1.00	0.997	0.977
ERA5_CCAM	[-]	17.7	17.7	18.2	-0.419	0.507	0.00	0.924	0.960	1.00	0.997	0.969
MPI-ESM1-2-HR_BARPA	[-]	18.6	18.6	18.1	0.471	0.806	0.00	0.916	0.893	1.00	1.00	0.946
MPI-ESM1-2-HR_CMIP6	[-]	20.3	20.3	18.1	2.17	2.44	0.00	0.675	0.819	1.00	0.995	0.867
NorESM2-MM_BARPA	[-]	17.7	17.7	18.1	-0.436	0.857	0.00	0.923	0.880	1.00	0.999	0.943
NorESM2-MM_CCAM	[-]	16.2	16.2	18.1	-1.96	2.00	0.00	0.701	0.929	1.00	0.994	0.908
NorESM2-MM_CMIP6	[-]	18.5	18.5	18.1	0.349	0.936	0.0411	0.906	0.886	0.997	0.987	0.938

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	19.3
ACCESS-CM2_BARPA	[-]	19.4	19.4	19.3	0.110	0.667	0.0427	0.926	0.888	0.997	0.991	0.946
ACCESS-CM2_CCAM	[-]	19.3	19.4	19.3	0.0566	0.647	0.0121	0.934	0.881	0.999	0.998	0.946
ACCESS-CM2_CMIP6	[-]	20.5	20.5	19.6	0.871	1.10	0.0731	0.802	0.871	0.995	1.00	0.901
ACCESS-ESM1-5_BARPA	[-]	20.1	20.1	19.3	0.855	1.08	0.177	0.822	0.878	0.989	0.991	0.916
ACCESS-ESM1-5_CCAM	[-]	20.0	20.0	19.3	0.723	0.897	0.171	0.845	0.893	0.989	0.999	0.928
ACCESS-ESM1-5_CMIP6	[-]	20.9	20.9	19.4	1.49	1.61	0.567	0.720	0.881	0.962	0.953	0.859
CESM2_BARPA	[-]	19.1	19.2	19.3	-0.127	0.619	0.414	0.940	0.886	0.973	1.00	0.946
CESM2_CCAM	[-]	19.4	19.4	19.3	0.127	0.667	0.140	0.929	0.881	0.991	1.00	0.943
CESM2_CMIP6	[-]	19.8	19.8	19.2	0.621	0.962	0.311	0.846	0.884	0.980	0.982	0.922
CMCC-ESM2_BARPA	[-]	19.4	19.5	19.3	0.183	0.598	0.00	0.939	0.892	1.00	0.999	0.952
CMCC-ESM2_CCAM	[-]	19.1	19.1	19.3	-0.149	0.528	0.0801	0.933	0.910	0.995	1.00	0.954
CMCC-ESM2_CMIP6	[-]	20.0	20.0	19.2	0.809	1.15	0.296	0.817	0.865	0.981	0.986	0.909
CNRM-ESM2-1_CCAM	[-]	17.5	17.5	19.3	-1.79	1.92	0.441	0.666	0.887	0.971	0.936	0.874
CNRM-ESM2-1_CMIP6	[-]	19.4	19.4	19.5	-0.119	1.01	0.497	0.842	0.873	0.967	0.907	0.900
EC-Earth3_BARPA	[-]	19.9	20.0	19.3	0.679	0.960	0.00998	0.853	0.896	0.999	0.970	0.924
EC-Earth3_CCAM	[-]	20.0	20.0	19.3	0.736	0.898	0.00788	0.846	0.912	0.999	0.975	0.927
EC-Earth3_CMIP6	[-]	20.3	20.3	19.3	1.02	1.23	0.349	0.799	0.876	0.977	0.959	0.889
ERA5_BARPA	[-]	19.2	19.2	19.3	-0.101	0.393	0.00394	0.937	0.946	1.00	0.998	0.968
ERA5_CCAM	[-]	18.9	18.9	19.3	-0.363	0.524	0.00398	0.900	0.951	1.00	0.996	0.961
MPI-ESM1-2-HR_BARPA	[-]	19.4	19.4	19.3	0.144	0.797	0.0284	0.895	0.879	0.998	0.974	0.931
MPI-ESM1-2-HR_CMIP6	[-]	20.9	20.9	19.3	1.61	1.75	0.240	0.693	0.863	0.984	0.987	0.870
NorESM2-MM_BARPA	[-]	18.9	18.9	19.3	-0.375	0.764	0.0655	0.908	0.870	0.996	1.00	0.938
NorESM2-MM_CCAM	[-]	17.3	17.3	19.3	-2.00	2.04	0.124	0.628	0.912	0.992	0.994	0.885
NorESM2-MM_CMIP6	[-]	19.6	19.6	19.2	0.422	0.855	0.366	0.868	0.885	0.977	0.991	0.922

	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	[-]	26.1
ACCESS-CM2_BARPA	[-]	25.9	25.9	26.1	-0.216	1.19	1.13	0.884	0.713	0.903	1.00	0.864
ACCESS-CM2_CCAM	[-]	25.3	25.3	26.1	-0.813	1.17	0.629	0.783	0.781	0.956	0.984	0.873
ACCESS-CM2_CMIP6	[-]	26.9	26.9	26.1	0.787	1.32	0.768	0.753	0.753	0.947	0.997	0.857
ACCESS-ESM1-5_BARPA	[-]	26.5	26.5	26.1	0.387	1.13	1.01	0.845	0.743	0.914	0.998	0.866
ACCESS-ESM1-5_CCAM	[-]	26.2	26.3	26.1	0.135	0.820	0.581	0.877	0.813	0.960	0.995	0.906
ACCESS-ESM1-5_CMIP6	[-]	27.2	27.2	26.1	1.08	1.43	0.629	0.709	0.780	0.953	0.997	0.850
CESM2_BARPA	[-]	26.1	26.1	26.1	-0.0237	1.14	1.28	0.898	0.716	0.879	1.00	0.863
CESM2_CCAM	[-]	26.0	26.0	26.1	-0.108	0.955	0.708	0.893	0.768	0.951	1.00	0.896
CESM2_CMIP6	[-]	27.1	27.1	26.1	1.05	1.34	0.529	0.721	0.791	0.964	0.998	0.866
CMCC-ESM2_BARPA	[-]	26.3	26.3	26.1	0.212	1.18	1.16	0.881	0.715	0.894	0.998	0.863
CMCC-ESM2_CCAM	[-]	25.2	25.3	26.1	-0.854	1.20	0.315	0.762	0.805	0.978	0.990	0.882
CMCC-ESM2_CMIP6	[-]	26.8	26.8	26.1	0.745	1.36	0.944	0.764	0.759	0.894	1.00	0.848
CNRM-ESM2-1_CCAM	[-]	22.8	22.8	26.1	-3.28	3.33	0.513	0.371	0.849	0.965	0.997	0.802
CNRM-ESM2-1_CMIP6	[-]	25.9	25.9	26.1	-0.195	1.01	0.567	0.825	0.804	0.962	0.911	0.864
EC-Earth3_BARPA	[-]	25.5	25.6	26.1	-0.569	1.30	0.963	0.821	0.711	0.927	0.996	0.853
EC-Earth3_CCAM	[-]	24.7	24.7	26.1	-1.40	1.58	0.155	0.640	0.838	0.989	0.964	0.864
EC-Earth3_CMIP6	[-]	25.4	25.4	26.1	-0.691	1.33	0.432	0.781	0.742	0.970	0.985	0.864
ERA5_BARPA	[-]	25.6	25.6	26.1	-0.550	0.950	1.02	0.846	0.801	0.914	0.996	0.884
ERA5_CCAM	[-]	24.9	24.9	26.1	-1.22	1.35	0.187	0.682	0.854	0.987	0.992	0.879
MPI-ESM1-2-HR_BARPA	[-]	25.6	25.6	26.1	-0.512	1.34	0.916	0.842	0.694	0.929	0.999	0.853
MPI-ESM1-2-HR_CMIP6	[-]	27.7	27.7	26.1	1.60	1.88	0.466	0.620	0.758	0.965	0.993	0.831
NorESM2-MM_BARPA	[-]	25.7	25.7	26.1	-0.388	1.12	1.07	0.868	0.748	0.907	0.999	0.872
NorESM2-MM_CCAM	[-]	23.5	23.6	26.1	-2.57	2.65	0.441	0.459	0.825	0.970	0.999	0.815
NorESM2-MM_CMIP6	[-]	26.7	26.7	26.1	0.627	0.915	0.549	0.797	0.865	0.964	0.998	0.902

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	15.7
ACCESS-CM2_BARPA	[-]	16.1	16.1	15.7	0.468	0.666	0.0882	0.912	0.920	0.994	1.00	0.953
ACCESS-CM2_CCAM	[-]	15.8	15.8	15.7	0.168	0.958	0.178	0.947	0.841	0.989	1.00	0.933
ACCESS-CM2_CMIP6	[-]	16.1	16.1	15.5	0.623	1.27	0.243	0.851	0.840	0.984	0.998	0.910
ACCESS-ESM1-5_BARPA	[-]	16.9	16.9	15.7	1.27	1.36	0.0691	0.786	0.912	0.996	1.00	0.922
ACCESS-ESM1-5_CCAM	[-]	16.5	16.5	15.7	0.829	1.31	0.141	0.855	0.836	0.991	1.00	0.911
ACCESS-ESM1-5_CMIP6	[-]	16.8	16.8	15.6	1.17	1.54	0.00	0.799	0.848	1.00	0.911	0.885
CESM2_BARPA	[-]	15.0	15.1	15.7	-0.593	0.747	0.0584	0.887	0.924	0.996	1.00	0.949
CESM2_CCAM	[-]	15.3	15.3	15.7	-0.374	1.15	0.0544	0.908	0.830	0.997	0.999	0.922
CESM2_CMIP6	[-]	15.8	15.8	15.6	0.192	0.795	0.358	0.924	0.883	0.977	0.996	0.938
CMCC-ESM2_BARPA	[-]	15.6	15.6	15.7	-0.0433	0.458	0.0729	0.946	0.937	0.995	1.00	0.966
CMCC-ESM2_CCAM	[-]	15.5	15.5	15.7	-0.123	0.860	0.0583	0.913	0.882	0.996	0.999	0.940
CMCC-ESM2_CMIP6	[-]	16.2	16.2	15.6	0.606	1.02	0.103	0.864	0.899	0.993	0.973	0.929
CNRM-ESM2-1_CCAM	[-]	15.5	15.5	15.7	-0.175	1.01	0.917	0.912	0.852	0.941	1.00	0.918
CNRM-ESM2-1_CMIP6	[-]	17.1	17.1	15.6	1.47	1.71	0.680	0.747	0.853	0.956	0.999	0.885
EC-Earth3_BARPA	[-]	17.3	17.3	15.7	1.67	1.71	0.0658	0.725	0.934	0.996	1.00	0.916
EC-Earth3_CCAM	[-]	17.8	17.8	15.7	2.13	2.24	0.102	0.667	0.877	0.993	0.999	0.883
EC-Earth3_CMIP6	[-]	18.0	18.0	15.6	2.48	2.59	0.107	0.620	0.871	0.993	1.00	0.871
ERA5_BARPA	[-]	15.7	15.7	15.7	0.0279	0.320	0.0332	0.963	0.958	0.998	1.00	0.977
ERA5_CCAM	[-]	15.9	15.9	15.7	0.242	0.675	0.0557	0.917	0.923	0.996	0.999	0.955
MPI-ESM1-2-HR_BARPA	[-]	15.7	15.7	15.7	0.0157	0.465	0.0637	0.951	0.930	0.996	1.00	0.965
MPI-ESM1-2-HR_CMIP6	[-]	17.1	17.1	15.7	1.44	1.75	0.0546	0.763	0.835	0.996	0.999	0.892
NorESM2-MM_BARPA	[-]	15.1	15.1	15.7	-0.540	0.703	0.174	0.897	0.926	0.989	1.00	0.950
NorESM2-MM_CCAM	[-]	14.3	14.3	15.7	-1.36	1.50	0.0678	0.771	0.904	0.996	0.997	0.915
NorESM2-MM_CMIP6	[-]	15.8	15.8	15.6	0.231	0.903	0.775	0.932	0.861	0.950	0.999	0.927

	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	[-]	22.8
ACCESS-CM2_BARPA	[-]	22.6	22.6	22.8	-0.132	0.867	0.365	0.947	0.871	0.976	0.998	0.943
ACCESS-CM2_CCAM	[-]	21.9	21.9	22.8	-0.869	1.25	0.196	0.862	0.870	0.987	0.985	0.922
ACCESS-CM2_CMIP6	[-]	23.2	23.2	22.8	0.457	1.10	0.207	0.914	0.850	0.986	0.999	0.930
ACCESS-ESM1-5_BARPA	[-]	23.5	23.5	22.8	0.758	1.07	0.242	0.876	0.886	0.982	0.999	0.932
ACCESS-ESM1-5_CCAM	[-]	22.4	22.4	22.8	-0.342	0.917	0.337	0.913	0.886	0.977	1.00	0.939
ACCESS-ESM1-5_CMIP6	[-]	23.2	23.2	22.7	0.505	1.17	0.387	0.895	0.850	0.974	0.999	0.923
CESM2_BARPA	[-]	22.1	22.1	22.8	-0.655	1.12	0.155	0.887	0.875	0.986	0.988	0.930
CESM2_CCAM	[-]	21.9	21.9	22.8	-0.862	1.20	0.176	0.860	0.879	0.988	0.999	0.927
CESM2_CMIP6	[-]	23.1	23.1	22.7	0.340	0.813	0.184	0.920	0.900	0.987	0.994	0.949
CMCC-ESM2_BARPA	[-]	22.7	22.7	22.8	-0.0145	0.987	0.181	0.936	0.860	0.984	0.988	0.937
CMCC-ESM2_CCAM	[-]	21.7	21.7	22.8	-1.09	1.38	0.215	0.826	0.879	0.985	1.00	0.919
CMCC-ESM2_CMIP6	[-]	23.3	23.3	22.7	0.547	1.21	0.355	0.886	0.862	0.965	0.992	0.922
CNRM-ESM2-1_CCAM	[-]	20.4	20.5	22.8	-2.30	2.42	0.587	0.679	0.887	0.961	0.917	0.862
CNRM-ESM2-1_CMIP6	[-]	23.6	23.6	22.9	0.738	1.18	0.527	0.857	0.885	0.965	0.972	0.912
EC-Earth3_BARPA	[-]	23.6	23.6	22.8	0.845	1.12	0.126	0.860	0.901	0.988	0.978	0.930
EC-Earth3_CCAM	[-]	23.2	23.2	22.8	0.409	1.06	0.271	0.865	0.903	0.981	0.901	0.914
EC-Earth3_CMIP6	[-]	23.8	23.8	22.7	1.07	1.50	0.422	0.812	0.886	0.966	0.888	0.889
ERA5_BARPA	[-]	22.4	22.4	22.8	-0.364	0.633	0.142	0.931	0.927	0.987	0.999	0.959
ERA5_CCAM	[-]	21.9	21.9	22.8	-0.894	0.991	0.0827	0.856	0.942	0.994	0.994	0.947
MPI-ESM1-2-HR_BARPA	[-]	22.6	22.6	22.8	-0.112	0.770	0.222	0.946	0.889	0.985	0.999	0.951
MPI-ESM1-2-HR_CMIP6	[-]	24.4	24.4	22.7	1.66	1.94	0.372	0.751	0.846	0.974	0.997	0.891
NorESM2-MM_BARPA	[-]	21.7	21.7	22.8	-1.03	1.49	0.132	0.840	0.840	0.987	0.999	0.911
NorESM2-MM_CCAM	[-]	19.7	19.8	22.8	-3.00	3.08	0.295	0.594	0.895	0.980	0.999	0.870
NorESM2-MM_CMIP6	[-]	22.8	22.8	22.7	0.0390	0.833	0.183	0.928	0.892	0.987	0.995	0.946

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.0
ACCESS-CM2_BARPA	[-]	12.3	12.2	12.0	0.258	0.636	0.292	0.883	0.887	0.981	0.982	0.934
ACCESS-CM2_CCAM	[-]	12.1	12.1	12.0	0.0940	0.806	0.257	0.884	0.837	0.984	0.980	0.921
ACCESS-CM2_CMIP6	[-]	13.6	13.6	12.8	0.855	1.05	0.105	0.761	0.840	0.993	0.982	0.844
ACCESS-ESM1-5_BARPA	[-]	13.0	12.9	12.0	0.946	1.06	0.303	0.772	0.886	0.981	0.983	0.910
ACCESS-ESM1-5_CCAM	[-]	12.4	12.3	12.0	0.385	0.835	0.240	0.859	0.852	0.985	0.978	0.921
ACCESS-ESM1-5_CMIP6	[-]	14.7	14.7	12.6	2.06	2.15	0.125	0.549	0.842	0.992	0.999	0.787
CESM2_BARPA	[-]	11.0	10.9	12.0	-1.06	1.14	0.429	0.729	0.902	0.972	0.978	0.894
CESM2_CCAM	[-]	10.9	10.8	12.0	-1.13	1.44	0.448	0.713	0.832	0.971	0.952	0.867
CESM2_CMIP6	[-]	12.5	12.5	12.5	-0.00976	0.669	0.0586	0.882	0.872	0.996	0.990	0.913
CMCC-ESM2_BARPA	[-]	11.7	11.7	12.0	-0.291	0.616	0.461	0.868	0.909	0.970	0.977	0.929
CMCC-ESM2_CCAM	[-]	11.8	11.7	12.0	-0.257	0.724	0.532	0.867	0.877	0.966	0.973	0.918
CMCC-ESM2_CMIP6	[-]	13.7	13.7	12.5	1.16	1.29	0.436	0.720	0.855	0.972	0.994	0.872
CNRM-ESM2-1_CCAM	[-]	11.6	11.5	12.0	-0.432	0.936	0.438	0.834	0.855	0.972	0.955	0.905
CNRM-ESM2-1_CMIP6	[-]	13.3	13.3	11.9	1.42	1.48	0.228	0.639	0.881	0.985	0.943	0.813
EC-Earth3_BARPA	[-]	13.5	13.4	12.0	1.48	1.55	0.127	0.655	0.888	0.992	0.982	0.883
EC-Earth3_CCAM	[-]	13.7	13.7	12.0	1.73	1.81	0.246	0.611	0.860	0.984	0.973	0.862
EC-Earth3_CMIP6	[-]	14.0	14.0	12.2	1.88	2.05	0.0990	0.579	0.793	0.994	0.979	0.822
ERA5_BARPA	[-]	11.8	11.8	12.0	-0.170	0.461	0.216	0.893	0.945	0.986	0.985	0.951
ERA5_CCAM	[-]	12.0	12.0	12.0	-0.00532	0.560	0.316	0.879	0.928	0.980	0.979	0.943
MPI-ESM1-2-HR_BARPA	[-]	11.6	11.6	12.0	-0.391	0.837	0.411	0.830	0.873	0.974	0.953	0.908
MPI-ESM1-2-HR_CMIP6	[-]	12.5	12.5	11.9	0.569	1.30	0.512	0.784	0.779	0.967	0.940	0.864
NorESM2-MM_BARPA	[-]	11.4	11.3	12.0	-0.651	0.768	0.424	0.820	0.915	0.973	0.984	0.920
NorESM2-MM_CCAM	[-]	10.5	10.4	12.0	-1.54	1.60	0.363	0.637	0.901	0.977	0.987	0.873
NorESM2-MM_CMIP6	[-]	12.9	12.9	12.5	0.360	0.653	0.312	0.893	0.873	0.980	0.992	0.919

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	17.3
ACCESS-CM2_BARPA	[-]	17.3	17.3	17.3	0.0138	0.555	0.409	0.955	0.892	0.974	0.999	0.948
ACCESS-CM2_CCAM	[-]	17.2	17.3	17.3	-0.0580	1.04	0.271	0.943	0.798	0.983	0.991	0.917
ACCESS-CM2_CMIP6	[-]	18.2	18.2	17.3	0.857	1.35	0.287	0.808	0.792	0.982	0.999	0.874
ACCESS-ESM1-5_BARPA	[-]	18.1	18.1	17.3	0.779	0.941	0.279	0.838	0.892	0.982	1.00	0.925
ACCESS-ESM1-5_CCAM	[-]	17.4	17.4	17.3	0.0648	1.05	0.270	0.931	0.804	0.983	0.999	0.919
ACCESS-ESM1-5_CMIP6	[-]	18.8	18.8	17.3	1.49	1.76	0.123	0.716	0.831	0.992	0.999	0.856
CESM2_BARPA	[-]	16.1	16.2	17.3	-1.18	1.26	0.260	0.764	0.915	0.983	0.993	0.911
CESM2_CCAM	[-]	16.2	16.2	17.3	-1.12	1.36	0.174	0.773	0.851	0.989	0.997	0.900
CESM2_CMIP6	[-]	17.4	17.4	17.2	0.262	0.747	0.386	0.901	0.889	0.975	0.971	0.930
CMCC-ESM2_BARPA	[-]	16.6	16.7	17.3	-0.662	0.832	0.210	0.858	0.913	0.987	0.990	0.932
CMCC-ESM2_CCAM	[-]	16.7	16.8	17.3	-0.567	0.963	0.184	0.864	0.872	0.988	1.00	0.927
CMCC-ESM2_CMIP6	[-]	18.1	18.1	17.2	0.925	1.14	0.177	0.819	0.884	0.989	0.964	0.905
CNRM-ESM2-1_CCAM	[-]	16.3	16.4	17.3	-0.956	1.39	0.481	0.806	0.832	0.969	0.948	0.893
CNRM-ESM2-1_CMIP6	[-]	18.7	18.7	17.5	1.22	1.69	0.431	0.747	0.776	0.972	0.989	0.833
EC-Earth3_BARPA	[-]	18.7	18.7	17.3	1.37	1.46	0.235	0.730	0.903	0.985	0.999	0.905
EC-Earth3_CCAM	[-]	19.1	19.2	17.3	1.82	1.95	0.142	0.661	0.856	0.991	0.995	0.871
EC-Earth3_CMIP6	[-]	19.5	19.5	17.3	2.11	2.25	0.214	0.614	0.841	0.986	0.996	0.843
ERA5_BARPA	[-]	16.8	16.9	17.4	-0.469	0.546	0.125	0.904	0.950	0.992	0.996	0.961
ERA5_CCAM	[-]	17.1	17.2	17.4	-0.186	0.600	0.264	0.919	0.915	0.983	0.993	0.951
MPI-ESM1-2-HR_BARPA	[-]	16.5	16.6	17.3	-0.754	0.870	0.337	0.841	0.917	0.978	0.999	0.935
MPI-ESM1-2-HR_CMIP6	[-]	18.2	18.2	17.4	0.844	1.15	0.220	0.835	0.859	0.986	0.980	0.906
NorESM2-MM_BARPA	[-]	16.2	16.3	17.3	-1.05	1.16	0.169	0.796	0.904	0.989	0.999	0.920
NorESM2-MM_CCAM	[-]	15.1	15.1	17.3	-2.20	2.28	0.294	0.610	0.891	0.981	0.999	0.872
NorESM2-MM_CMIP6	[-]	17.4	17.4	17.2	0.273	0.956	0.533	0.893	0.842	0.966	0.990	0.918

	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	[-]	25.1
ACCESS-CM2_BARPA	[-]	25.0	25.1	25.1	0.0422	0.840	1.17	0.870	0.665	0.900	0.993	0.836
ACCESS-CM2_CCAM	[-]	24.7	24.7	25.1	-0.352	0.906	0.799	0.766	0.682	0.944	0.991	0.828
ACCESS-CM2_CMIP6	[-]	26.2	26.2	25.0	1.15	1.40	1.22	0.550	0.665	0.873	0.999	0.760
ACCESS-ESM1-5_BARPA	[-]	25.6	25.7	25.1	0.601	0.967	0.791	0.717	0.695	0.943	0.996	0.822
ACCESS-ESM1-5_CCAM	[-]	25.7	25.7	25.1	0.636	0.845	0.429	0.733	0.789	0.966	0.989	0.860
ACCESS-ESM1-5_CMIP6	[-]	27.7	27.7	26.0	1.67	1.77	0.254	0.339	0.690	0.983	0.427	0.619
CESM2_BARPA	[-]	25.3	25.4	25.1	0.266	0.760	1.12	0.835	0.715	0.911	0.998	0.848
CESM2_CCAM	[-]	25.1	25.2	25.1	0.0663	0.623	0.405	0.826	0.795	0.971	0.999	0.887
CESM2_CMIP6	[-]	26.5	26.5	25.5	0.994	1.23	0.908	0.594	0.693	0.940	0.933	0.779
CMCC-ESM2_BARPA	[-]	25.0	25.1	25.1	0.0314	0.759	0.750	0.894	0.688	0.946	0.998	0.860
CMCC-ESM2_CCAM	[-]	24.5	24.5	25.1	-0.584	0.762	0.355	0.706	0.869	0.971	0.986	0.881
CMCC-ESM2_CMIP6	[-]	26.7	26.7	25.5	1.14	1.29	0.567	0.537	0.725	0.950	0.992	0.792
CNRM-ESM2-1_CCAM	[-]	22.2	22.2	25.1	-2.84	2.90	0.399	0.243	0.724	0.973	0.989	0.732
CNRM-ESM2-1_CMIP6	[-]	25.8	25.8	26.1	-0.354	0.949	0.683	0.749	0.626	0.954	0.751	0.754
EC-Earth3_BARPA	[-]	24.2	24.3	25.1	-0.775	1.18	0.691	0.669	0.641	0.951	0.993	0.794
EC-Earth3_CCAM	[-]	24.0	24.0	25.1	-1.12	1.30	0.172	0.562	0.767	0.989	0.956	0.813
EC-Earth3_CMIP6	[-]	24.5	24.5	25.2	-0.747	0.971	0.186	0.689	0.745	0.988	0.999	0.843
ERA5_BARPA	[-]	24.7	24.8	25.1	-0.314	0.488	0.316	0.837	0.850	0.979	1.00	0.909
ERA5_CCAM	[-]	24.3	24.3	25.1	-0.756	0.892	0.216	0.662	0.851	0.986	0.981	0.868
MPI-ESM1-2-HR_BARPA	[-]	24.3	24.4	25.1	-0.663	1.12	0.838	0.722	0.637	0.940	0.995	0.803
MPI-ESM1-2-HR_CMIP6	[-]	26.5	26.5	25.3	1.21	1.42	0.680	0.513	0.663	0.955	0.975	0.764
NorESM2-MM_BARPA	[-]	25.2	25.3	25.1	0.182	0.511	0.433	0.856	0.827	0.971	0.999	0.904
NorESM2-MM_CCAM	[-]	23.3	23.3	25.1	-1.78	1.83	0.613	0.412	0.809	0.957	0.994	0.795
NorESM2-MM_CMIP6	[-]	26.3	26.3	25.5	0.795	0.912	0.572	0.651	0.813	0.962	0.961	0.843

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model Period Mean (complement) [degC]	Benchmark Period Mean (complement) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.2
ACCESS-CM2_BARPA	[-]	22.1	22.1	21.2		16.9	0.863	1.09	0.691	0.468	0.667	0.917	0.998	0.743
ACCESS-CM2_CCAM	[-]	21.8	21.8	21.5		14.1	0.307	0.806	0.725	0.587	0.697	0.915	0.998	0.779
ACCESS-CM2_CMIP6	[-]	22.5	22.5	21.5	23.0		1.04	1.22	0.685	0.434	0.657	0.920	0.998	0.733
ACCESS-ESM1-5_BARPA	[-]	22.5	22.5	21.2		16.9	1.30	1.41	0.853	0.368	0.662	0.892	0.998	0.716
ACCESS-ESM1-5_CCAM	[-]	22.2	22.2	21.5		14.1	0.736	0.972	0.782	0.492	0.710	0.907	0.999	0.764
ACCESS-ESM1-5_CMIP6	[-]	22.8	22.7	21.3	26.0		1.38	1.50	0.787	0.362	0.672	0.903	0.998	0.721
CESM2_BARPA	[-]	21.8	21.8	21.2		16.9	0.525	1.24	0.845	0.455	0.666	0.883	0.987	0.732
CESM2_CCAM	[-]	21.7	21.7	21.5		14.1	0.181	1.20	1.03	0.451	0.673	0.856	0.983	0.727
CESM2_CMIP6	[-]	21.8	21.7	21.4	25.6		0.330	0.948	0.924	0.505	0.721	0.880	0.992	0.764
CMCC-ESM2_BARPA	[-]	21.9	21.9	21.2		16.9	0.634	1.07	0.881	0.493	0.700	0.873	0.992	0.752
CMCC-ESM2_CCAM	[-]	21.7	21.7	21.5		14.1	0.232	0.927	0.988	0.516	0.719	0.852	0.994	0.760
CMCC-ESM2_CMIP6	[-]	22.1	21.9	21.4	25.8		0.555	0.919	1.11	0.523	0.728	0.825	0.996	0.760
CNRM-ESM2-1_CCAM	[-]	19.8	19.8	21.5		14.1	-1.64	1.79	0.768	0.330	0.674	0.900	0.994	0.714
CNRM-ESM2-1_CMIP6	[-]	21.3	21.2	21.3	26.4		-0.104	0.814	0.735	0.571	0.686	0.901	0.994	0.768
EC-Earth3_BARPA	[-]	22.5	22.5	21.2		16.9	1.27	1.48	0.748	0.386	0.637	0.903	0.988	0.710
EC-Earth3_CCAM	[-]	22.4	22.4	21.5		14.1	0.901	1.22	0.707	0.444	0.684	0.914	0.984	0.742
EC-Earth3_CMIP6	[-]	22.0	21.9	21.4	25.1		0.518	1.07	0.934	0.569	0.706	0.870	0.970	0.764
ERA5_BARPA	[-]	21.7	21.6	21.2		16.9	0.396	0.583	0.392	0.616	0.842	0.954	0.997	0.850
ERA5_CCAM	[-]	21.4	21.4	21.5		14.1	-0.0684	0.426	0.450	0.697	0.864	0.944	0.999	0.874
MPI-ESM1-2-HR_BARPA	[-]	21.5	21.5	21.2		16.9	0.217	0.987	1.01	0.530	0.649	0.855	0.992	0.735
MPI-ESM1-2-HR_CMIP6	[-]	22.1	22.0	21.3	26.1		0.721	1.16	1.14	0.472	0.689	0.834	0.991	0.735
NorESM2-MM_BARPA	[-]	21.9	21.9	21.2		16.9	0.633	1.08	0.652	0.484	0.733	0.916	0.995	0.772
NorESM2-MM_CCAM	[-]	20.0	20.0	21.5		14.1	-1.49	1.58	1.07	0.333	0.687	0.866	0.997	0.714
NorESM2-MM_CMIP6	[-]	21.9	21.8	21.4	25.3		0.403	0.744	0.694	0.569	0.769	0.917	0.998	0.805

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Model Period Mean (complement) [degC]	Benchmark Period Mean (complement) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.5
ACCESS-CM2_BARPA	[-]	27.9	27.9	26.5		27.1	1.34	1.49	1.52	0.178	0.529	0.802	0.932	0.594
ACCESS-CM2_CCAM	[-]	27.2	27.2	26.5		27.1	0.648	0.944	1.44	0.322	0.569	0.822	0.931	0.643
ACCESS-CM2_CMIP6	[-]	28.1	28.1	26.5			1.56	1.67	1.50	0.131	0.511	0.811	0.987	0.590
ACCESS-ESM1-5_BARPA	[-]	28.1	28.1	26.5		27.1	1.59	1.67	1.82	0.128	0.518	0.745	0.955	0.573
ACCESS-ESM1-5_CCAM	[-]	27.6	27.6	26.5		27.1	1.03	1.16	1.55	0.233	0.609	0.799	0.962	0.643
ACCESS-ESM1-5_CMIP6	[-]	28.4	28.4	26.5	28.7		1.88	1.93	1.72	0.0873	0.534	0.765	0.909	0.566
CESM2_BARPA	[-]	28.0	28.0	26.5		27.1	1.46	1.63	1.61	0.186	0.459	0.780	0.915	0.560
CESM2_CCAM	[-]	27.6	27.6	26.5		27.1	1.07	1.29	2.02	0.248	0.492	0.713	0.912	0.572
CESM2_CMIP6	[-]	27.5	27.5	26.5	27.9		0.962	1.11	1.61	0.277	0.581	0.789	0.996	0.645
CMCC-ESM2_BARPA	[-]	27.9	27.9	26.5		27.1	1.34	1.49	1.46	0.189	0.520	0.796	0.934	0.592
CMCC-ESM2_CCAM	[-]	27.3	27.3	26.5		27.1	0.803	1.06	1.76	0.284	0.580	0.735	0.909	0.618
CMCC-ESM2_CMIP6	[-]	27.5	27.5	26.5	28.2		0.945	1.13	2.00	0.255	0.606	0.683	0.983	0.627
CNRM-ESM2-1_CCAM	[-]	24.6	24.6	26.5		27.1	-1.93	1.95	1.58	0.0732	0.638	0.769	0.965	0.617
CNRM-ESM2-1_CMIP6	[-]	26.0	26.0	26.5	26.4		-0.532	0.693	1.50	0.428	0.606	0.781	0.958	0.676
EC-Earth3_BARPA	[-]	27.3	27.3	26.5		27.1	0.774	1.08	1.59	0.316	0.458	0.775	0.930	0.587
EC-Earth3_CCAM	[-]	26.8	26.8	26.5		27.1	0.296	0.772	1.33	0.403	0.567	0.820	0.926	0.657
EC-Earth3_CMIP6	[-]	26.1	26.1	26.5	26.5		-0.468	0.609	1.80	0.501	0.629	0.722	0.985	0.693
ERA5_BARPA	[-]	27.3	27.3	26.5		27.1	0.802	0.940	0.764	0.281	0.697	0.910	0.946	0.706
ERA5_CCAM	[-]	26.7	26.7	26.5		27.1	0.120	0.474	0.937	0.525	0.749	0.875	0.958	0.771
MPI-ESM1-2-HR_BARPA	[-]	27.4	27.4	26.5		27.1	0.874	1.15	1.71	0.292	0.434	0.744	0.942	0.569
MPI-ESM1-2-HR_CMIP6	[-]	27.6	27.5	26.5	28.0		0.998	1.30	1.96	0.195	0.544	0.703	0.891	0.575
NorESM2-MM_BARPA	[-]	27.9	27.9	26.5		27.1	1.35	1.46	1.31	0.169	0.600	0.817	0.934	0.624
NorESM2-MM_CCAM	[-]	25.6	25.6	26.5		27.1	-0.921	1.00	1.68	0.250	0.585	0.764	0.990	0.635
NorESM2-MM_CMIP6	[-]	27.3	27.3	26.5	27.6		0.797	0.893	1.23	0.294	0.689	0.833	1.00	0.701

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.1
ACCESS-CM2_BARPA	[-]	18.5	18.6	18.1	0.406	0.676	0.00	0.924	0.916	1.00	0.998	0.951
ACCESS-CM2_CCAM	[-]	18.1	18.1	18.1	0.00505	0.675	0.00	0.967	0.893	1.00	1.00	0.950
ACCESS-CM2_CMIP6	[-]	18.5	18.5	18.1	0.451	1.10	0.00	0.892	0.863	1.00	0.970	0.918
ACCESS-ESM1-5_BARPA	[-]	19.4	19.4	18.1	1.25	1.36	0.0270	0.798	0.912	0.998	0.998	0.924
ACCESS-ESM1-5_CCAM	[-]	18.8	18.8	18.1	0.661	0.858	0.00	0.887	0.913	1.00	0.999	0.942
ACCESS-ESM1-5_CMIP6	[-]	19.3	19.3	18.3	0.997	1.32	0.163	0.832	0.871	0.989	0.953	0.903
CESM2_BARPA	[-]	18.0	18.0	18.1	-0.140	0.659	0.00667	0.959	0.899	1.00	0.997	0.951
CESM2_CCAM	[-]	18.4	18.5	18.1	0.313	0.958	0.00	0.939	0.855	1.00	1.00	0.930
CESM2_CMIP6	[-]	18.6	18.6	18.1	0.470	0.863	0.00	0.896	0.908	1.00	0.994	0.941
CMCC-ESM2_BARPA	[-]	18.5	18.5	18.1	0.385	0.647	0.00	0.926	0.919	1.00	0.997	0.953
CMCC-ESM2_CCAM	[-]	17.6	17.7	18.1	-0.484	0.728	0.0170	0.916	0.913	0.999	1.00	0.948
CMCC-ESM2_CMIP6	[-]	19.0	19.0	18.1	0.877	1.23	0.296	0.839	0.884	0.981	0.996	0.917
CNRM-ESM2-1_CCAM	[-]	16.8	16.8	18.1	-1.36	1.59	0.624	0.781	0.878	0.960	0.982	0.896
CNRM-ESM2-1_CMIP6	[-]	18.8	18.8	18.4	0.385	1.07	0.861	0.901	0.860	0.944	0.988	0.911
EC-Earth3_BARPA	[-]	19.4	19.4	18.1	1.26	1.32	0.00	0.799	0.938	1.00	1.00	0.935
EC-Earth3_CCAM	[-]	19.4	19.4	18.1	1.24	1.36	0.00	0.800	0.907	1.00	0.997	0.922
EC-Earth3_CMIP6	[-]	20.3	20.3	18.1	2.18	2.27	0.0550	0.676	0.891	0.996	0.991	0.889
ERA5_BARPA	[-]	18.3	18.3	18.2	0.134	0.350	0.00	0.956	0.962	1.00	0.997	0.975
ERA5_CCAM	[-]	17.7	17.7	18.2	-0.419	0.507	0.00	0.924	0.960	1.00	0.997	0.968
MPI-ESM1-2-HR_BARPA	[-]	18.6	18.6	18.1	0.471	0.806	0.00	0.916	0.893	1.00	1.00	0.940
MPI-ESM1-2-HR_CMIP6	[-]	20.3	20.3	18.1	2.17	2.44	0.00	0.675	0.819	1.00	0.995	0.862
NorESM2-MM_BARPA	[-]	17.7	17.7	18.1	-0.436	0.857	0.00	0.923	0.880	1.00	0.999	0.936
NorESM2-MM_CCAM	[-]	16.2	16.2	18.1	-1.96	2.00	0.00	0.701	0.929	1.00	0.994	0.910
NorESM2-MM_CMIP6	[-]	18.5	18.5	18.1	0.349	0.936	0.0411	0.906	0.886	0.997	0.987	0.933

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	20.9
ACCESS-CM2_BARPA	[-]	20.8	20.8	20.9	-0.0828	0.648	0.0598	0.949	0.873	0.996	0.989	0.936
ACCESS-CM2_CCAM	[-]	20.9	20.9	20.9	0.00393	0.604	0.0120	0.947	0.882	0.999	0.993	0.941
ACCESS-CM2_CMIP6	[-]	21.6	21.6	20.7	0.840	1.08	0.101	0.807	0.870	0.994	0.991	0.907
ACCESS-ESM1-5_BARPA	[-]	21.5	21.6	20.9	0.674	0.965	0.256	0.856	0.860	0.984	0.992	0.910
ACCESS-ESM1-5_CCAM	[-]	21.5	21.6	20.9	0.668	0.831	0.239	0.856	0.896	0.984	0.998	0.926
ACCESS-ESM1-5_CMIP6	[-]	22.2	22.2	21.1	1.15	1.28	0.802	0.767	0.891	0.946	0.996	0.898
CESM2_BARPA	[-]	20.7	20.8	20.9	-0.143	0.647	0.574	0.950	0.873	0.963	0.999	0.932
CESM2_CCAM	[-]	21.0	21.1	20.9	0.164	0.589	0.190	0.938	0.895	0.987	0.999	0.943
CESM2_CMIP6	[-]	21.7	21.7	20.8	0.889	1.08	0.465	0.821	0.882	0.970	0.971	0.905
CMCC-ESM2_BARPA	[-]	21.0	21.0	20.9	0.114	0.592	0.00	0.953	0.884	1.00	0.998	0.944
CMCC-ESM2_CCAM	[-]	20.8	20.8	20.9	-0.128	0.463	0.0207	0.946	0.917	0.999	1.00	0.956
CMCC-ESM2_CMIP6	[-]	21.9	21.9	20.8	1.03	1.27	0.171	0.790	0.862	0.989	0.965	0.893
CNRM-ESM2-1_CCAM	[-]	18.7	18.7	20.9	-2.21	2.25	0.403	0.599	0.909	0.973	0.927	0.863
CNRM-ESM2-1_CMIP6	[-]	20.5	20.5	21.2	-0.632	0.884	0.376	0.866	0.874	0.975	0.997	0.917
EC-Earth3_BARPA	[-]	21.2	21.3	20.9	0.361	0.748	0.0119	0.910	0.884	0.999	0.959	0.927
EC-Earth3_CCAM	[-]	21.4	21.4	20.9	0.485	0.678	0.00594	0.892	0.915	1.00	0.959	0.936
EC-Earth3_CMIP6	[-]	21.6	21.6	20.9	0.760	0.949	0.395	0.847	0.894	0.973	0.978	0.917
ERA5_BARPA	[-]	20.7	20.7	20.9	-0.199	0.385	0.00302	0.942	0.943	1.00	0.994	0.964
ERA5_CCAM	[-]	20.4	20.4	20.9	-0.467	0.540	0.00302	0.895	0.952	1.00	0.990	0.958
MPI-ESM1-2-HR_BARPA	[-]	20.7	20.7	20.9	-0.157	0.713	0.0388	0.925	0.870	0.998	0.959	0.924
MPI-ESM1-2-HR_CMIP6	[-]	22.4	22.4	20.9	1.48	1.58	0.358	0.712	0.888	0.976	0.994	0.892
NorESM2-MM_BARPA	[-]	20.4	20.5	20.9	-0.420	0.804	0.0383	0.907	0.860	0.998	1.00	0.925
NorESM2-MM_CCAM	[-]	18.8	18.8	20.9	-2.10	2.14	0.112	0.613	0.912	0.993	0.988	0.884
NorESM2-MM_CMIP6	[-]	21.5	21.5	20.8	0.642	0.877	0.114	0.865	0.885	0.993	0.996	0.925

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	15.8
ACCESS-CM2_BARPA	[-]	16.4	16.4	15.8	0.527	0.709	0.00595	0.878	0.921	1.00	0.998	0.943
ACCESS-CM2_CCAM	[-]	16.0	16.0	15.8	0.170	0.738	0.0122	0.906	0.878	0.999	0.999	0.932
ACCESS-CM2_CMIP6	[-]	17.5	17.5	16.6	0.951	1.18	0.00	0.787	0.873	1.00	0.848	0.876
ACCESS-ESM1-5_BARPA	[-]	17.1	17.1	15.8	1.25	1.31	0.00595	0.748	0.917	1.00	1.00	0.916
ACCESS-ESM1-5_CCAM	[-]	16.7	16.7	15.8	0.843	1.04	0.0244	0.822	0.887	0.998	0.999	0.919
ACCESS-ESM1-5_CMIP6	[-]	17.7	17.7	15.4	2.30	2.43	0.00	0.608	0.857	1.00	0.700	0.805
CESM2_BARPA	[-]	15.7	15.7	15.8	-0.0923	0.557	0.0668	0.919	0.914	0.996	0.993	0.947
CESM2_CCAM	[-]	15.8	15.9	15.8	0.0464	0.835	0.0306	0.911	0.852	0.998	0.999	0.922
CESM2_CMIP6	[-]	15.9	15.9	15.8	0.0800	0.731	0.00	0.898	0.889	1.00	0.979	0.931
CMCC-ESM2_BARPA	[-]	16.2	16.2	15.8	0.332	0.612	0.00	0.908	0.910	1.00	0.997	0.945
CMCC-ESM2_CCAM	[-]	15.6	15.6	15.8	-0.194	0.669	0.208	0.906	0.895	0.987	1.00	0.937
CMCC-ESM2_CMIP6	[-]	16.1	16.1	15.8	0.368	0.897	0.547	0.870	0.872	0.965	0.989	0.914
CNRM-ESM2-1_CCAM	[-]	14.9	15.0	15.8	-0.877	1.22	0.521	0.812	0.841	0.967	0.993	0.890
CNRM-ESM2-1_CMIP6	[-]	16.7	16.7	15.6	1.09	1.30	0.781	0.787	0.871	0.950	0.916	0.879
EC-Earth3_BARPA	[-]	17.2	17.2	15.8	1.36	1.42	0.00595	0.729	0.921	1.00	1.00	0.914
EC-Earth3_CCAM	[-]	17.1	17.1	15.8	1.28	1.37	0.0121	0.746	0.905	0.999	0.994	0.910
EC-Earth3_CMIP6	[-]	17.5	17.5	15.9	1.58	1.83	0.251	0.698	0.838	0.983	0.857	0.843
ERA5_BARPA	[-]	16.0	16.0	15.9	0.109	0.409	0.00595	0.926	0.954	1.00	0.997	0.966
ERA5_CCAM	[-]	15.7	15.7	15.9	-0.139	0.490	0.00604	0.910	0.948	1.00	0.999	0.961
MPI-ESM1-2-HR_BARPA	[-]	16.6	16.6	15.8	0.794	0.978	0.00595	0.830	0.899	1.00	0.999	0.925
MPI-ESM1-2-HR_CMIP6	[-]	17.8	17.8	16.0	1.87	2.12	0.00	0.655	0.812	1.00	0.881	0.832
NorESM2-MM_BARPA	[-]	15.6	15.6	15.8	-0.279	0.677	0.124	0.909	0.891	0.992	0.994	0.936
NorESM2-MM_CCAM	[-]	14.0	14.1	15.8	-1.77	1.82	0.151	0.661	0.912	0.990	0.991	0.893
NorESM2-MM_CMIP6	[-]	15.8	15.8	15.8	-0.0221	0.811	0.874	0.876	0.886	0.944	0.939	0.906

	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	[-]	25.0
ACCESS-CM2_BARPA	[-]	24.7	24.7	25.0	-0.301	1.12	1.03	0.906	0.745	0.911	0.998	0.861
ACCESS-CM2_CCAM	[-]	24.4	24.4	25.0	-0.577	0.953	0.470	0.843	0.819	0.968	0.993	0.888
ACCESS-CM2_CMIP6	[-]	25.5	25.5	25.0	0.470	1.09	0.542	0.843	0.783	0.964	0.981	0.871
ACCESS-ESM1-5_BARPA	[-]	25.4	25.4	25.0	0.428	1.11	0.881	0.885	0.761	0.915	0.996	0.864
ACCESS-ESM1-5_CCAM	[-]	25.2	25.2	25.0	0.226	0.701	0.361	0.897	0.863	0.976	0.997	0.919
ACCESS-ESM1-5_CMIP6	[-]	25.8	25.8	24.9	0.915	1.23	0.408	0.775	0.820	0.973	0.945	0.866
CESM2_BARPA	[-]	24.8	24.9	25.0	-0.121	1.07	1.10	0.933	0.749	0.905	0.998	0.867
CESM2_CCAM	[-]	24.9	24.9	25.0	-0.0857	0.728	0.395	0.910	0.841	0.974	1.00	0.913
CESM2_CMIP6	[-]	25.7	25.7	24.9	0.795	1.08	0.264	0.801	0.838	0.982	0.993	0.890
CMCC-ESM2_BARPA	[-]	25.0	25.0	25.0	0.0369	1.11	0.901	0.924	0.744	0.927	1.00	0.868
CMCC-ESM2_CCAM	[-]	24.3	24.4	25.0	-0.631	0.915	0.127	0.812	0.879	0.992	0.998	0.912
CMCC-ESM2_CMIP6	[-]	25.5	25.5	24.9	0.659	1.08	0.629	0.811	0.839	0.958	0.999	0.889
CNRM-ESM2-1_CCAM	[-]	21.7	21.7	25.0	-3.25	3.27	0.356	0.412	0.894	0.976	0.994	0.834
CNRM-ESM2-1_CMIP6	[-]	24.1	24.1	24.8	-0.705	1.23	0.390	0.790	0.799	0.974	0.937	0.860
EC-Earth3_BARPA	[-]	24.4	24.5	25.0	-0.519	1.33	0.822	0.835	0.726	0.942	0.991	0.844
EC-Earth3_CCAM	[-]	24.0	24.0	25.0	-0.981	1.18	0.179	0.732	0.900	0.988	0.986	0.901
EC-Earth3_CMIP6	[-]	24.5	24.5	24.9	-0.419	1.04	0.583	0.820	0.839	0.961	0.992	0.890
ERA5_BARPA	[-]	24.4	24.5	25.0	-0.540	0.859	0.832	0.853	0.838	0.936	0.991	0.891
ERA5_CCAM	[-]	23.9	23.9	25.0	-1.10	1.21	0.183	0.727	0.896	0.988	0.994	0.900
MPI-ESM1-2-HR_BARPA	[-]	24.3	24.3	25.0	-0.649	1.39	0.684	0.823	0.717	0.951	1.00	0.841
MPI-ESM1-2-HR_CMIP6	[-]	26.3	26.3	24.9	1.45	1.78	0.423	0.675	0.772	0.972	0.994	0.837
NorESM2-MM_BARPA	[-]	24.5	24.6	25.0	-0.430	1.05	0.790	0.882	0.780	0.942	0.994	0.875
NorESM2-MM_CCAM	[-]	22.3	22.3	25.0	-2.66	2.72	0.191	0.480	0.864	0.987	0.994	0.838
NorESM2-MM_CMIP6	[-]	25.2	25.2	24.9	0.298	0.735	0.291	0.878	0.871	0.981	0.981	0.916

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.9
ACCESS-CM2_BARPA	[-]	26.7	26.7	26.9	-0.159	1.24	1.19	0.870	0.692	0.898	1.00	0.830
ACCESS-CM2_CCAM	[-]	25.9	25.9	26.9	-0.970	1.32	0.735	0.743	0.755	0.947	0.993	0.839
ACCESS-CM2_CMIP6	[-]	27.8	27.8	26.8	0.990	1.47	0.913	0.696	0.733	0.935	1.00	0.819
ACCESS-ESM1-5_BARPA	[-]	27.2	27.2	26.9	0.361	1.15	1.09	0.818	0.730	0.914	1.00	0.838
ACCESS-ESM1-5_CCAM	[-]	26.9	26.9	26.9	0.0739	0.899	0.728	0.864	0.780	0.949	0.992	0.873
ACCESS-ESM1-5_CMIP6	[-]	28.1	28.1	26.9	1.19	1.56	0.774	0.665	0.754	0.939	0.964	0.815
CESM2_BARPA	[-]	26.9	26.9	26.9	0.0409	1.19	1.41	0.875	0.694	0.862	0.992	0.823
CESM2_CCAM	[-]	26.7	26.8	26.9	-0.123	1.11	0.917	0.881	0.720	0.936	1.00	0.852
CESM2_CMIP6	[-]	28.1	28.1	26.9	1.22	1.52	0.709	0.667	0.759	0.951	0.999	0.827
CMCC-ESM2_BARPA	[-]	27.2	27.2	26.9	0.329	1.23	1.34	0.851	0.696	0.871	0.997	0.822
CMCC-ESM2_CCAM	[-]	25.9	25.9	26.9	-1.00	1.40	0.440	0.728	0.755	0.969	0.992	0.840
CMCC-ESM2_CMIP6	[-]	27.7	27.7	26.9	0.804	1.55	1.16	0.732	0.704	0.851	0.953	0.789
CNRM-ESM2-1_CCAM	[-]	23.5	23.6	26.9	-3.31	3.36	0.619	0.344	0.819	0.957	1.00	0.788
CNRM-ESM2-1_CMIP6	[-]	27.0	27.0	26.9	0.123	0.867	0.678	0.847	0.806	0.955	0.823	0.848
EC-Earth3_BARPA	[-]	26.3	26.3	26.9	-0.603	1.28	1.06	0.812	0.701	0.917	1.00	0.826
EC-Earth3_CCAM	[-]	25.2	25.2	26.9	-1.68	1.84	0.138	0.578	0.796	0.989	1.00	0.832
EC-Earth3_CMIP6	[-]	26.0	26.0	26.9	-0.862	1.52	0.337	0.757	0.680	0.976	0.993	0.817
ERA5_BARPA	[-]	26.3	26.3	26.9	-0.557	1.01	1.15	0.842	0.777	0.900	0.998	0.859
ERA5_CCAM	[-]	25.6	25.6	26.9	-1.31	1.45	0.190	0.653	0.826	0.986	0.992	0.857
MPI-ESM1-2-HR_BARPA	[-]	26.4	26.5	26.9	-0.422	1.31	1.07	0.855	0.679	0.914	0.998	0.825
MPI-ESM1-2-HR_CMIP6	[-]	28.6	28.6	26.9	1.69	1.94	0.495	0.583	0.748	0.961	1.00	0.808
NorESM2-MM_BARPA	[-]	26.5	26.5	26.9	-0.359	1.17	1.26	0.859	0.727	0.884	0.998	0.839
NorESM2-MM_CCAM	[-]	24.4	24.4	26.9	-2.50	2.60	0.608	0.445	0.800	0.958	0.995	0.799
NorESM2-MM_CMIP6	[-]	27.7	27.7	26.9	0.851	1.04	0.725	0.742	0.862	0.952	0.965	0.876

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	15.7
ACCESS-CM2_BARPA	[-]	16.1	16.1	15.7	0.468	0.666	0.0882	0.912	0.920	0.994	1.00	0.949
ACCESS-CM2_CCAM	[-]	15.8	15.8	15.7	0.168	0.958	0.178	0.947	0.841	0.989	1.00	0.923
ACCESS-CM2_CMIP6	[-]	16.1	16.1	15.5	0.623	1.27	0.243	0.851	0.840	0.984	0.998	0.903
ACCESS-ESM1-5_BARPA	[-]	16.9	16.9	15.7	1.27	1.36	0.0691	0.786	0.912	0.996	1.00	0.921
ACCESS-ESM1-5_CCAM	[-]	16.5	16.5	15.7	0.829	1.31	0.141	0.855	0.836	0.991	1.00	0.904
ACCESS-ESM1-5_CMIP6	[-]	16.8	16.8	15.6	1.17	1.54	0.00	0.799	0.848	1.00	0.911	0.881
CESM2_BARPA	[-]	15.0	15.1	15.7	-0.593	0.747	0.0584	0.887	0.924	0.996	1.00	0.946
CESM2_CCAM	[-]	15.3	15.3	15.7	-0.374	1.15	0.0544	0.908	0.830	0.997	0.999	0.913
CESM2_CMIP6	[-]	15.8	15.8	15.6	0.192	0.795	0.358	0.924	0.883	0.977	0.996	0.933
CMCC-ESM2_BARPA	[-]	15.6	15.6	15.7	-0.0433	0.458	0.0729	0.946	0.937	0.995	1.00	0.963
CMCC-ESM2_CCAM	[-]	15.5	15.5	15.7	-0.123	0.860	0.0583	0.913	0.882	0.996	0.999	0.934
CMCC-ESM2_CMIP6	[-]	16.2	16.2	15.6	0.606	1.02	0.103	0.864	0.899	0.993	0.973	0.926
CNRM-ESM2-1_CCAM	[-]	15.5	15.5	15.7	-0.175	1.01	0.917	0.912	0.852	0.941	1.00	0.911
CNRM-ESM2-1_CMIP6	[-]	17.1	17.1	15.6	1.47	1.71	0.680	0.747	0.853	0.956	0.999	0.882
EC-Earth3_BARPA	[-]	17.3	17.3	15.7	1.67	1.71	0.0658	0.725	0.934	0.996	1.00	0.918
EC-Earth3_CCAM	[-]	17.8	17.8	15.7	2.13	2.24	0.102	0.667	0.877	0.993	0.999	0.883
EC-Earth3_CMIP6	[-]	18.0	18.0	15.6	2.48	2.59	0.107	0.620	0.871	0.993	1.00	0.871
ERA5_BARPA	[-]	15.7	15.7	15.7	0.0279	0.320	0.0332	0.963	0.958	0.998	1.00	0.975
ERA5_CCAM	[-]	15.9	15.9	15.7	0.242	0.675	0.0557	0.917	0.923	0.996	0.999	0.952
MPI-ESM1-2-HR_BARPA	[-]	15.7	15.7	15.7	0.0157	0.465	0.0637	0.951	0.930	0.996	1.00	0.962
MPI-ESM1-2-HR_CMIP6	[-]	17.1	17.1	15.7	1.44	1.75	0.0546	0.763	0.835	0.996	0.999	0.886
NorESM2-MM_BARPA	[-]	15.1	15.1	15.7	-0.540	0.703	0.174	0.897	0.926	0.989	1.00	0.948
NorESM2-MM_CCAM	[-]	14.3	14.3	15.7	-1.36	1.50	0.0678	0.771	0.904	0.996	0.997	0.914
NorESM2-MM_CMIP6	[-]	15.8	15.8	15.6	0.231	0.903	0.775	0.932	0.861	0.950	0.999	0.921

	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	[-]	24.1
ACCESS-CM2_BARPA	[-]	23.9	23.9	24.1	-0.189	0.938	0.331	0.945	0.860	0.978	0.999	0.929
ACCESS-CM2_CCAM	[-]	23.1	23.1	24.1	-0.999	1.32	0.263	0.842	0.876	0.982	0.987	0.913
ACCESS-CM2_CMIP6	[-]	24.5	24.5	24.1	0.382	1.05	0.280	0.926	0.853	0.981	0.999	0.923
ACCESS-ESM1-5_BARPA	[-]	24.8	24.8	24.1	0.704	1.07	0.309	0.886	0.878	0.976	0.997	0.923
ACCESS-ESM1-5_CCAM	[-]	23.8	23.8	24.1	-0.232	0.854	0.520	0.918	0.896	0.965	1.00	0.935
ACCESS-ESM1-5_CMIP6	[-]	24.4	24.4	24.1	0.364	1.13	0.546	0.909	0.853	0.963	0.995	0.915
CESM2_BARPA	[-]	23.6	23.6	24.1	-0.454	1.08	0.231	0.916	0.858	0.979	0.988	0.920
CESM2_CCAM	[-]	23.3	23.3	24.1	-0.742	1.12	0.275	0.879	0.883	0.981	1.00	0.925
CESM2_CMIP6	[-]	24.6	24.6	24.1	0.488	0.926	0.286	0.904	0.893	0.980	0.998	0.933
CMCC-ESM2_BARPA	[-]	24.2	24.3	24.1	0.179	1.06	0.175	0.939	0.845	0.982	0.991	0.920
CMCC-ESM2_CCAM	[-]	23.1	23.1	24.1	-1.01	1.39	0.280	0.838	0.860	0.981	1.00	0.908
CMCC-ESM2_CMIP6	[-]	24.6	24.6	24.1	0.505	1.36	0.505	0.888	0.836	0.948	0.977	0.897
CNRM-ESM2-1_CCAM	[-]	21.4	21.5	24.1	-2.62	2.73	0.623	0.637	0.885	0.958	0.944	0.862
CNRM-ESM2-1_CMIP6	[-]	24.6	24.6	24.1	0.499	0.938	0.615	0.894	0.904	0.959	0.997	0.931
EC-Earth3_BARPA	[-]	24.7	24.7	24.1	0.598	0.969	0.172	0.897	0.893	0.983	0.984	0.930
EC-Earth3_CCAM	[-]	24.1	24.1	24.1	-0.00131	0.944	0.411	0.895	0.894	0.971	0.905	0.912
EC-Earth3_CMIP6	[-]	24.7	24.7	24.1	0.646	1.27	0.625	0.862	0.878	0.949	0.879	0.889
ERA5_BARPA	[-]	23.7	23.7	24.1	-0.346	0.648	0.180	0.934	0.920	0.983	0.999	0.951
ERA5_CCAM	[-]	23.1	23.1	24.1	-0.986	1.10	0.122	0.841	0.933	0.991	0.998	0.939
MPI-ESM1-2-HR_BARPA	[-]	24.0	24.1	24.1	-0.0227	0.811	0.344	0.952	0.878	0.977	1.00	0.937
MPI-ESM1-2-HR_CMIP6	[-]	25.9	25.9	24.1	1.89	2.15	0.530	0.722	0.838	0.962	0.998	0.872
NorESM2-MM_BARPA	[-]	23.1	23.1	24.1	-0.945	1.54	0.198	0.854	0.817	0.980	0.998	0.893
NorESM2-MM_CCAM	[-]	21.0	21.1	24.1	-3.02	3.10	0.461	0.596	0.888	0.969	1.00	0.868
NorESM2-MM_CMIP6	[-]	24.3	24.3	24.1	0.198	0.823	0.267	0.934	0.893	0.982	1.00	0.940

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	20.6
ACCESS-CM2_BARPA	[-]	20.5	20.6	20.6	-0.0377	0.750	0.422	0.949	0.888	0.973	0.997	0.939
ACCESS-CM2_CCAM	[-]	19.9	19.9	20.6	-0.656	1.14	0.0866	0.894	0.862	0.994	0.970	0.917
ACCESS-CM2_CMIP6	[-]	21.1	21.1	20.6	0.581	1.16	0.0886	0.896	0.844	0.994	0.993	0.914
ACCESS-ESM1-5_BARPA	[-]	21.4	21.4	20.6	0.848	1.06	0.132	0.859	0.899	0.992	1.00	0.930
ACCESS-ESM1-5_CCAM	[-]	20.1	20.1	20.6	-0.523	1.02	0.0370	0.904	0.869	0.998	0.997	0.927
ACCESS-ESM1-5_CMIP6	[-]	21.2	21.2	20.5	0.722	1.23	0.142	0.874	0.844	0.991	1.00	0.910
CESM2_BARPA	[-]	19.6	19.6	20.6	-0.987	1.18	0.0312	0.838	0.902	0.998	0.996	0.927
CESM2_CCAM	[-]	19.5	19.5	20.6	-1.06	1.35	0.0139	0.830	0.873	0.999	0.994	0.914
CESM2_CMIP6	[-]	20.7	20.7	20.6	0.104	0.633	0.0220	0.947	0.913	0.999	0.996	0.953
CMCC-ESM2_BARPA	[-]	20.2	20.3	20.6	-0.332	0.868	0.191	0.932	0.886	0.988	0.994	0.937
CMCC-ESM2_CCAM	[-]	19.3	19.4	20.6	-1.23	1.37	0.107	0.807	0.910	0.993	0.995	0.923
CMCC-ESM2_CMIP6	[-]	21.2	21.2	20.6	0.614	0.971	0.114	0.884	0.904	0.992	0.987	0.934
CNRM-ESM2-1_CCAM	[-]	18.8	18.8	20.6	-1.77	1.93	0.527	0.747	0.892	0.966	0.840	0.867
CNRM-ESM2-1_CMIP6	[-]	21.8	21.8	20.7	1.16	1.60	0.374	0.794	0.852	0.976	0.913	0.877
EC-Earth3_BARPA	[-]	21.8	21.8	20.6	1.25	1.38	0.0485	0.798	0.914	0.997	0.991	0.922
EC-Earth3_CCAM	[-]	21.7	21.7	20.6	1.08	1.26	0.0395	0.816	0.917	0.997	0.930	0.916
EC-Earth3_CMIP6	[-]	22.3	22.3	20.6	1.76	1.88	0.0897	0.729	0.900	0.994	0.925	0.890
ERA5_BARPA	[-]	20.2	20.2	20.6	-0.394	0.608	0.0785	0.925	0.939	0.995	0.994	0.959
ERA5_CCAM	[-]	19.9	19.9	20.6	-0.741	0.817	0.0178	0.881	0.957	0.999	0.982	0.955
MPI-ESM1-2-HR_BARPA	[-]	20.3	20.3	20.6	-0.259	0.701	0.0206	0.935	0.907	0.999	1.00	0.950
MPI-ESM1-2-HR_CMIP6	[-]	21.9	21.9	20.6	1.29	1.59	0.112	0.797	0.859	0.993	1.00	0.902
NorESM2-MM_BARPA	[-]	19.4	19.4	20.6	-1.16	1.41	0.0254	0.817	0.878	0.998	0.998	0.914
NorESM2-MM_CCAM	[-]	17.6	17.6	20.6	-2.99	3.05	0.0227	0.589	0.906	0.999	0.995	0.879
NorESM2-MM_CMIP6	[-]	20.3	20.3	20.6	-0.214	0.848	0.0498	0.919	0.890	0.997	0.993	0.938

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	10.9
ACCESS-CM2_BARPA	[-]	10.7	10.9	10.9	-0.0990	0.524	0.731	0.894	0.898	0.953	0.991	0.927
ACCESS-CM2_CCAM	[-]	10.5	10.6	10.9	-0.345	0.651	0.635	0.871	0.877	0.959	0.994	0.916
ACCESS-CM2_CMIP6	[-]	11.7	11.7	10.6	1.13	1.22	0.497	0.693	0.870	0.968	0.0902	0.698
ACCESS-ESM1-5_BARPA	[-]	11.4	11.6	10.9	0.634	0.770	0.731	0.823	0.890	0.953	0.993	0.910
ACCESS-ESM1-5_CCAM	[-]	10.8	10.9	10.9	-0.0885	0.572	0.712	0.897	0.878	0.954	0.997	0.921
ACCESS-ESM1-5_CMIP6	[-]	14.4	14.4	12.7	1.66	1.71	0.00	0.522	0.855	1.00	1.00	0.846
CESM2_BARPA	[-]	9.32	9.46	10.9	-1.49	1.53	0.0768	0.628	0.904	0.995	0.996	0.885
CESM2_CCAM	[-]	9.01	9.08	10.9	-1.87	1.93	0.116	0.559	0.868	0.993	0.993	0.856
CESM2_CMIP6	[-]	11.4	11.4	11.5	-0.147	0.762	0.488	0.889	0.812	0.969	0.863	0.869
CMCC-ESM2_BARPA	[-]	10.2	10.3	10.9	-0.635	0.777	0.0963	0.814	0.907	0.994	0.976	0.919
CMCC-ESM2_CCAM	[-]	10.2	10.3	10.9	-0.675	0.872	0.155	0.787	0.905	0.990	0.950	0.907
CMCC-ESM2_CMIP6	[-]	12.5	12.5	11.5	1.02	1.27	0.00	0.710	0.778	1.00	0.936	0.841
CNRM-ESM2-1_CCAM	[-]	9.86	9.94	10.9	-1.01	1.07	0.731	0.734	0.914	0.953	0.986	0.900
CNRM-ESM2-1_CMIP6	[-]	12.7	12.7	11.8	0.904	1.00	0.00	0.734	0.878	1.00	0.0725	0.712
EC-Earth3_BARPA	[-]	11.9	12.0	10.9	1.06	1.13	0.423	0.720	0.887	0.973	0.994	0.892
EC-Earth3_CCAM	[-]	12.1	12.2	10.9	1.24	1.31	0.731	0.679	0.883	0.953	0.988	0.877
EC-Earth3_CMIP6	[-]	12.3	12.3	11.0	1.32	1.47	0.652	0.660	0.818	0.958	0.970	0.845
ERA5_BARPA	[-]	10.2	10.4	11.0	-0.589	0.689	0.154	0.824	0.931	0.990	0.996	0.934
ERA5_CCAM	[-]	10.4	10.5	11.0	-0.502	0.628	0.135	0.838	0.936	0.991	0.996	0.940
MPI-ESM1-2-HR_BARPA	[-]	9.87	10.0	10.9	-0.946	1.08	0.136	0.745	0.868	0.991	0.990	0.892
MPI-ESM1-2-HR_CMIP6	[-]	10.7	10.7	10.9	-0.145	0.743	0.00	0.868	0.824	1.00	0.805	0.864
NorESM2-MM_BARPA	[-]	9.84	10.0	10.9	-0.951	1.03	0.731	0.748	0.906	0.953	0.981	0.899
NorESM2-MM_CCAM	[-]	8.89	8.95	10.9	-2.00	2.04	0.731	0.535	0.896	0.953	0.999	0.856
NorESM2-MM_CMIP6	[-]	11.7	11.7	11.5	0.202	0.563	0.488	0.913	0.861	0.969	0.900	0.901

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	10.1
ACCESS-CM2_BARPA	[-]	9.86	9.95	10.1	-0.178	0.490	0.0629	0.905	0.871	0.996	0.995	0.928
ACCESS-CM2_CCAM	[-]	9.65	9.76	10.1	-0.363	0.560	0.0629	0.870	0.874	0.996	0.995	0.922
ACCESS-CM2_CMIP6	[-]	11.9	11.9	10.8	1.06	1.22	0.00	0.640	0.781	1.00	1.00	0.840
ACCESS-ESM1-5_BARPA	[-]	10.5	10.5	10.1	0.402	0.582	0.0629	0.861	0.870	0.996	0.997	0.919
ACCESS-ESM1-5_CCAM	[-]	9.80	9.91	10.1	-0.215	0.483	0.0629	0.902	0.877	0.996	0.997	0.930
ACCESS-ESM1-5_CMIP6	[-]	12.7	12.7	10.4	2.26	2.34	0.00	0.459	0.819	1.00	0.778	0.775
CESM2_BARPA	[-]	8.42	8.49	10.1	-1.63	1.66	0.622	0.551	0.893	0.960	0.997	0.859
CESM2_CCAM	[-]	8.03	8.14	10.1	-1.98	2.02	0.671	0.486	0.874	0.957	0.991	0.836
CESM2_CMIP6	[-]	10.2	10.2	10.2	-0.0187	0.871	0.00	0.790	0.831	1.00	0.843	0.859
CMCC-ESM2_BARPA	[-]	9.26	9.34	10.1	-0.781	0.855	0.700	0.756	0.896	0.955	0.992	0.899
CMCC-ESM2_CCAM	[-]	9.33	9.47	10.1	-0.653	0.743	0.842	0.792	0.898	0.946	0.987	0.904
CMCC-ESM2_CMIP6	[-]	11.6	11.6	10.2	1.42	1.64	0.328	0.608	0.769	0.979	0.901	0.805
CNRM-ESM2-1_CCAM	[-]	8.91	9.05	10.1	-1.07	1.12	0.0629	0.682	0.897	0.996	0.984	0.891
CNRM-ESM2-1_CMIP6	[-]	12.1	12.1	10.9	1.18	1.23	0.00	0.650	0.874	1.00	0.807	0.841
EC-Earth3_BARPA	[-]	11.1	11.2	10.1	1.12	1.19	0.0629	0.665	0.861	0.996	0.994	0.876
EC-Earth3_CCAM	[-]	11.3	11.5	10.1	1.33	1.41	0.0629	0.615	0.848	0.996	0.991	0.859
EC-Earth3_CMIP6	[-]	11.7	11.7	10.3	1.42	1.59	0.00	0.604	0.783	1.00	0.981	0.830
ERA5_BARPA	[-]	9.51	9.61	10.1	-0.530	0.590	0.0629	0.823	0.936	0.996	0.995	0.937
ERA5_CCAM	[-]	9.61	9.73	10.1	-0.401	0.473	0.187	0.860	0.939	0.988	0.996	0.945
MPI-ESM1-2-HR_BARPA	[-]	8.84	8.92	10.1	-1.20	1.28	0.466	0.648	0.858	0.970	0.990	0.865
MPI-ESM1-2-HR_CMIP6	[-]	10.0	10.0	10.3	-0.300	0.945	0.983	0.786	0.778	0.937	0.964	0.849
NorESM2-MM_BARPA	[-]	9.03	9.12	10.1	-1.00	1.06	0.0629	0.697	0.896	0.996	0.993	0.896
NorESM2-MM_CCAM	[-]	8.04	8.14	10.1	-1.98	2.01	0.0629	0.485	0.892	0.996	0.999	0.853
NorESM2-MM_CMIP6	[-]	10.7	10.7	10.2	0.514	0.865	0.00	0.837	0.820	1.00	0.950	0.885

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.5
ACCESS-CM2_BARPA	[-]	13.2	12.9	12.5	0.449	0.696	0.455	0.881	0.899	0.971	0.999	0.930
ACCESS-CM2_CCAM	[-]	13.0	12.8	12.5	0.314	0.836	0.398	0.891	0.850	0.974	0.998	0.913
ACCESS-CM2_CMIP6	[-]	14.6	14.6	14.0	0.641	0.913	0.00	0.838	0.840	1.00	0.989	0.901
ACCESS-ESM1-5_BARPA	[-]	14.0	13.8	12.5	1.26	1.37	0.465	0.726	0.887	0.970	1.00	0.894
ACCESS-ESM1-5_CCAM	[-]	13.4	13.2	12.5	0.724	0.989	0.265	0.834	0.860	0.983	0.999	0.907
ACCESS-ESM1-5_CMIP6	[-]	16.0	16.0	13.7	2.32	2.43	0.00	0.540	0.830	1.00	1.00	0.840
CESM2_BARPA	[-]	12.1	11.8	12.5	-0.667	0.821	0.0942	0.841	0.901	0.994	0.999	0.927
CESM2_CCAM	[-]	12.2	12.1	12.5	-0.413	0.996	0.0938	0.880	0.816	0.994	1.00	0.901
CESM2_CMIP6	[-]	13.3	13.3	13.1	0.147	0.598	0.00	0.907	0.905	1.00	0.982	0.940
CMCC-ESM2_BARPA	[-]	12.9	12.6	12.5	0.108	0.552	0.104	0.918	0.904	0.993	0.995	0.943
CMCC-ESM2_CCAM	[-]	12.6	12.4	12.5	-0.0425	0.650	0.191	0.914	0.883	0.988	0.992	0.932
CMCC-ESM2_CMIP6	[-]	14.8	14.8	13.1	1.67	1.77	0.495	0.640	0.865	0.968	0.992	0.866
CNRM-ESM2-1_CCAM	[-]	12.4	12.2	12.5	-0.269	0.854	0.871	0.898	0.841	0.944	0.995	0.904
CNRM-ESM2-1_CMIP6	[-]	14.1	14.1	12.3	1.78	1.84	0.660	0.620	0.887	0.958	0.871	0.844
EC-Earth3_BARPA	[-]	14.3	14.1	12.5	1.60	1.65	0.0943	0.665	0.906	0.994	0.998	0.894
EC-Earth3_CCAM	[-]	14.4	14.3	12.5	1.78	1.86	0.322	0.635	0.885	0.979	0.996	0.876
EC-Earth3_CMIP6	[-]	15.0	15.0	12.8	2.16	2.35	0.00	0.573	0.802	1.00	0.999	0.835
ERA5_BARPA	[-]	12.7	12.5	12.5	-0.0375	0.399	0.0948	0.927	0.953	0.994	1.00	0.965
ERA5_CCAM	[-]	12.7	12.6	12.5	0.0556	0.486	0.113	0.910	0.945	0.993	0.999	0.959
MPI-ESM1-2-HR_BARPA	[-]	12.9	12.7	12.5	0.200	0.722	0.199	0.903	0.870	0.987	0.993	0.925
MPI-ESM1-2-HR_CMIP6	[-]	14.0	14.0	12.5	1.48	2.04	0.00	0.708	0.732	1.00	0.918	0.818
NorESM2-MM_BARPA	[-]	12.3	12.1	12.5	-0.426	0.623	0.832	0.892	0.915	0.947	0.995	0.933
NorESM2-MM_CCAM	[-]	11.3	11.2	12.5	-1.32	1.38	0.648	0.719	0.912	0.958	0.998	0.900
NorESM2-MM_CMIP6	[-]	13.6	13.6	13.1	0.511	0.661	0.660	0.879	0.903	0.958	0.995	0.927

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.1
ACCESS-CM2_BARPA	[-]	13.6	13.7	13.1	0.523	0.724	0.0113	0.866	0.878	0.999	0.996	0.923
ACCESS-CM2_CCAM	[-]	13.5	13.5	13.1	0.384	1.02	0.0113	0.892	0.774	0.999	0.998	0.887
ACCESS-CM2_CMIP6	[-]	14.3	14.3	13.5	0.835	1.03	0.00	0.764	0.839	1.00	0.987	0.886
ACCESS-ESM1-5_BARPA	[-]	14.2	14.3	13.1	1.11	1.18	0.0341	0.737	0.896	0.998	1.00	0.905
ACCESS-ESM1-5_CCAM	[-]	13.8	13.8	13.1	0.647	1.04	0.0681	0.839	0.810	0.996	0.996	0.890
ACCESS-ESM1-5_CMIP6	[-]	14.7	14.7	13.1	1.68	1.78	0.492	0.658	0.874	0.968	0.00794	0.677
CESM2_BARPA	[-]	12.2	12.2	13.1	-0.896	0.963	0.893	0.773	0.910	0.943	1.00	0.907
CESM2_CCAM	[-]	12.2	12.1	13.1	-0.997	1.32	0.905	0.752	0.802	0.942	0.997	0.859
CESM2_CMIP6	[-]	13.4	13.4	13.5	-0.144	0.606	0.00	0.901	0.879	1.00	0.994	0.931
CMCC-ESM2_BARPA	[-]	12.9	12.9	13.1	-0.246	0.442	0.927	0.913	0.924	0.940	0.999	0.940
CMCC-ESM2_CCAM	[-]	13.2	13.1	13.1	-0.0125	0.718	0.938	0.907	0.842	0.940	0.996	0.905
CMCC-ESM2_CMIP6	[-]	13.9	13.9	13.5	0.435	0.533	0.592	0.886	0.922	0.962	0.997	0.938
CNRM-ESM2-1_CCAM	[-]	13.3	13.3	13.1	0.129	0.834	0.0113	0.916	0.809	0.999	0.996	0.906
CNRM-ESM2-1_CMIP6	[-]	15.5	15.5	13.5	1.97	2.00	0.00	0.490	0.892	1.00	1.00	0.855
EC-Earth3_BARPA	[-]	14.9	15.0	13.1	1.83	1.88	0.0455	0.598	0.885	0.997	0.999	0.873
EC-Earth3_CCAM	[-]	15.4	15.3	13.1	2.20	2.31	0.0113	0.541	0.824	0.999	0.998	0.837
EC-Earth3_CMIP6	[-]	15.4	15.4	13.3	2.16	2.32	0.00	0.531	0.778	1.00	0.673	0.752
ERA5_BARPA	[-]	13.3	13.3	13.2	0.148	0.322	0.499	0.937	0.949	0.968	0.996	0.960
ERA5_CCAM	[-]	13.6	13.6	13.2	0.466	0.670	0.747	0.877	0.896	0.952	0.998	0.924
MPI-ESM1-2-HR_BARPA	[-]	12.9	12.9	13.1	-0.238	0.540	0.781	0.913	0.890	0.950	0.998	0.928
MPI-ESM1-2-HR_CMIP6	[-]	13.9	13.9	13.2	0.672	1.06	0.983	0.827	0.812	0.937	1.00	0.877
NorESM2-MM_BARPA	[-]	12.6	12.6	13.1	-0.514	0.598	0.0113	0.857	0.932	0.999	0.997	0.944
NorESM2-MM_CCAM	[-]	11.9	11.9	13.1	-1.26	1.33	0.0227	0.699	0.897	0.999	1.00	0.898
NorESM2-MM_CMIP6	[-]	13.7	13.7	13.5	0.149	0.557	0.00	0.934	0.870	1.00	0.895	0.914

	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	[-]	16.6
ACCESS-CM2_BARPA	[-]	16.7	16.7	16.6	0.0840	0.608	0.659	0.950	0.876	0.958	0.992	0.930
ACCESS-CM2_CCAM	[-]	16.7	16.8	16.6	0.133	1.04	0.753	0.938	0.791	0.952	0.999	0.894
ACCESS-CM2_CMIP6	[-]	17.6	17.6	16.7	0.845	1.22	0.497	0.780	0.778	0.968	0.867	0.834
ACCESS-ESM1-5_BARPA	[-]	17.3	17.3	16.6	0.698	0.856	0.465	0.850	0.898	0.970	0.996	0.922
ACCESS-ESM1-5_CCAM	[-]	16.9	16.9	16.6	0.283	0.918	0.431	0.918	0.833	0.972	0.988	0.909
ACCESS-ESM1-5_CMIP6	[-]	17.5	17.5	16.2	1.30	1.58	0.00	0.759	0.824	1.00	0.644	0.810
CESM2_BARPA	[-]	15.3	15.3	16.6	-1.31	1.40	0.171	0.733	0.890	0.989	0.990	0.898
CESM2_CCAM	[-]	15.5	15.6	16.6	-1.06	1.23	0.119	0.773	0.876	0.992	0.997	0.903
CESM2_CMIP6	[-]	16.6	16.6	16.5	0.144	0.884	0.422	0.881	0.862	0.973	0.998	0.915
CMCC-ESM2_BARPA	[-]	15.8	15.8	16.6	-0.784	0.911	0.292	0.832	0.901	0.981	0.983	0.920
CMCC-ESM2_CCAM	[-]	16.4	16.4	16.6	-0.212	0.831	0.170	0.892	0.863	0.989	0.999	0.921
CMCC-ESM2_CMIP6	[-]	17.4	17.4	16.5	0.946	1.24	0.00	0.803	0.883	1.00	0.886	0.891
CNRM-ESM2-1_CCAM	[-]	16.7	16.7	16.6	0.0765	0.914	0.793	0.926	0.826	0.949	0.997	0.905
CNRM-ESM2-1_CMIP6	[-]	18.9	18.9	17.0	1.97	2.20	0.790	0.632	0.793	0.949	0.680	0.770
EC-Earth3_BARPA	[-]	17.9	17.9	16.6	1.23	1.31	0.213	0.748	0.915	0.986	0.991	0.911
EC-Earth3_CCAM	[-]	18.7	18.8	16.6	2.14	2.23	0.351	0.608	0.865	0.977	0.998	0.862
EC-Earth3_CMIP6	[-]	18.9	18.9	16.5	2.31	2.42	0.296	0.561	0.844	0.981	0.840	0.814
ERA5_BARPA	[-]	16.4	16.4	16.6	-0.260	0.392	0.193	0.936	0.948	0.988	0.991	0.962
ERA5_CCAM	[-]	16.9	16.9	16.6	0.274	0.592	0.187	0.922	0.913	0.988	0.996	0.947
MPI-ESM1-2-HR_BARPA	[-]	16.3	16.3	16.6	-0.323	0.565	0.184	0.919	0.906	0.988	0.976	0.939
MPI-ESM1-2-HR_CMIP6	[-]	17.9	17.9	16.6	1.25	1.39	0.323	0.747	0.874	0.979	0.985	0.892
NorESM2-MM_BARPA	[-]	15.6	15.6	16.6	-1.02	1.12	0.0724	0.790	0.900	0.995	0.986	0.914
NorESM2-MM_CCAM	[-]	14.7	14.8	16.6	-1.88	1.98	0.240	0.642	0.875	0.985	0.987	0.873
NorESM2-MM_CMIP6	[-]	16.6	16.6	16.5	0.163	0.907	0.561	0.903	0.843	0.964	0.998	0.910

	Download Data	Period Mean (original grids) [degC]	Model Period Mean (intersection) [degC]	Benchmark Period Mean (intersection) [degC]	Bias [degC]	RMSE [degC]	Phase Shift [months]	Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	17.5
ACCESS-CM2_BARPA	[-]	17.5	17.5	17.5	-0.00518	0.541	0.341	0.956	0.897	0.978	0.999	0.945
ACCESS-CM2_CCAM	[-]	17.4	17.4	17.5	-0.110	1.03	0.140	0.945	0.800	0.991	0.992	0.906
ACCESS-CM2_CMIP6	[-]	18.4	18.4	17.5	0.860	1.38	0.224	0.817	0.796	0.986	0.999	0.879
ACCESS-ESM1-5_BARPA	[-]	18.3	18.3	17.5	0.801	0.964	0.229	0.835	0.890	0.985	1.00	0.920
ACCESS-ESM1-5_CCAM	[-]	17.5	17.5	17.5	0.00566	1.08	0.227	0.934	0.796	0.985	1.00	0.902
ACCESS-ESM1-5_CMIP6	[-]	19.1	19.1	17.6	1.53	1.80	0.150	0.706	0.833	0.990	0.999	0.872
CESM2_BARPA	[-]	16.3	16.4	17.5	-1.15	1.23	0.284	0.773	0.921	0.982	0.994	0.918
CESM2_CCAM	[-]	16.3	16.4	17.5	-1.14	1.39	0.189	0.773	0.844	0.988	0.996	0.889
CESM2_CMIP6	[-]	17.6	17.6	17.4	0.294	0.711	0.376	0.907	0.896	0.976	0.969	0.929
CMCC-ESM2_BARPA	[-]	16.8	16.9	17.5	-0.629	0.810	0.187	0.865	0.916	0.988	0.991	0.935
CMCC-ESM2_CCAM	[-]	16.8	16.9	17.5	-0.664	0.999	0.188	0.856	0.875	0.988	0.999	0.919
CMCC-ESM2_CMIP6	[-]	18.3	18.3	17.4	0.919	1.12	0.224	0.823	0.884	0.986	0.963	0.908
CNRM-ESM2-1_CCAM	[-]	16.3	16.3	17.5	-1.24	1.53	0.397	0.773	0.834	0.975	0.949	0.873
CNRM-ESM2-1_CMIP6	[-]	18.6	18.6	17.6	1.03	1.57	0.343	0.775	0.772	0.978	0.984	0.856
EC-Earth3_BARPA	[-]	18.9	18.9	17.5	1.41	1.50	0.241	0.725	0.900	0.985	0.997	0.901
EC-Earth3_CCAM	[-]	19.2	19.3	17.5	1.73	1.87	0.0859	0.676	0.854	0.994	0.997	0.875
EC-Earth3_CMIP6	[-]	19.6	19.6	17.6	2.06	2.20	0.190	0.629	0.840	0.988	0.993	0.858
ERA5_BARPA	[-]	17.0	17.0	17.5	-0.526	0.588	0.107	0.895	0.951	0.993	0.996	0.957
ERA5_CCAM	[-]	17.2	17.2	17.5	-0.311	0.602	0.284	0.919	0.916	0.982	0.996	0.946
MPI-ESM1-2-HR_BARPA	[-]	16.6	16.7	17.5	-0.871	0.953	0.378	0.820	0.920	0.976	0.999	0.927
MPI-ESM1-2-HR_CMIP6	[-]	18.3	18.3	17.6	0.742	1.09	0.194	0.857	0.855	0.988	0.973	0.906
NorESM2-MM_BARPA	[-]	16.4	16.5	17.5	-1.06	1.17	0.195	0.798	0.905	0.987	0.999	0.919
NorESM2-MM_CCAM	[-]	15.2	15.2	17.5	-2.29	2.36	0.308	0.602	0.895	0.980	1.00	0.874
NorESM2-MM_CMIP6	[-]	17.7	17.7	17.4	0.302	0.969	0.526	0.890	0.842	0.966	0.990	0.906

	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	[-]	25.1
ACCESS-CM2_BARPA	[-]	25.0	25.1	25.1	0.0422	0.840	1.17	0.870	0.665	0.900	0.993	0.819
ACCESS-CM2_CCAM	[-]	24.7	24.7	25.1	-0.352	0.906	0.799	0.766	0.682	0.944	0.991	0.813
ACCESS-CM2_CMIP6	[-]	26.2	26.2	25.0	1.15	1.40	1.22	0.550	0.665	0.873	0.999	0.750
ACCESS-ESM1-5_BARPA	[-]	25.6	25.7	25.1	0.601	0.967	0.791	0.717	0.695	0.943	0.996	0.809
ACCESS-ESM1-5_CCAM	[-]	25.7	25.7	25.1	0.636	0.845	0.429	0.733	0.789	0.966	0.989	0.853
ACCESS-ESM1-5_CMIP6	[-]	27.7	27.7	26.0	1.67	1.77	0.254	0.339	0.690	0.983	0.427	0.626
CESM2_BARPA	[-]	25.3	25.4	25.1	0.266	0.760	1.12	0.835	0.715	0.911	0.998	0.835
CESM2_CCAM	[-]	25.1	25.2	25.1	0.0663	0.623	0.405	0.826	0.795	0.971	0.999	0.877
CESM2_CMIP6	[-]	26.5	26.5	25.5	0.994	1.23	0.908	0.594	0.693	0.940	0.933	0.771
CMCC-ESM2_BARPA	[-]	25.0	25.1	25.1	0.0314	0.759	0.750	0.894	0.688	0.946	0.998	0.843
CMCC-ESM2_CCAM	[-]	24.5	24.5	25.1	-0.584	0.762	0.355	0.706	0.869	0.971	0.986	0.880
CMCC-ESM2_CMIP6	[-]	26.7	26.7	25.5	1.14	1.29	0.567	0.537	0.725	0.950	0.992	0.786
CNRM-ESM2-1_CCAM	[-]	22.2	22.2	25.1	-2.84	2.90	0.399	0.243	0.724	0.973	0.989	0.731
CNRM-ESM2-1_CMIP6	[-]	25.8	25.8	26.1	-0.354	0.949	0.683	0.749	0.626	0.954	0.751	0.741
EC-Earth3_BARPA	[-]	24.2	24.3	25.1	-0.775	1.18	0.691	0.669	0.641	0.951	0.993	0.779
EC-Earth3_CCAM	[-]	24.0	24.0	25.1	-1.12	1.30	0.172	0.562	0.767	0.989	0.956	0.808
EC-Earth3_CMIP6	[-]	24.5	24.5	25.2	-0.747	0.971	0.186	0.689	0.745	0.988	0.999	0.833
ERA5_BARPA	[-]	24.7	24.8	25.1	-0.314	0.488	0.316	0.837	0.850	0.979	1.00	0.903
ERA5_CCAM	[-]	24.3	24.3	25.1	-0.756	0.892	0.216	0.662	0.851	0.986	0.981	0.866
MPI-ESM1-2-HR_BARPA	[-]	24.3	24.4	25.1	-0.663	1.12	0.838	0.722	0.637	0.940	0.995	0.786
MPI-ESM1-2-HR_CMIP6	[-]	26.5	26.5	25.3	1.21	1.42	0.680	0.513	0.663	0.955	0.975	0.754
NorESM2-MM_BARPA	[-]	25.2	25.3	25.1	0.182	0.511	0.433	0.856	0.827	0.971	0.999	0.896
NorESM2-MM_CCAM	[-]	23.3	23.3	25.1	-1.78	1.83	0.613	0.412	0.809	0.957	0.994	0.796
NorESM2-MM_CMIP6	[-]	26.3	26.3	25.5	0.795	0.912	0.572	0.651	0.813	0.962	0.961	0.840

Temporally integrated period mean

BENCHMARK MEAN Data not available

MODEL MEAN Data not available

BIAS

BIAS SCORE Data not available

RMSE

RMSE SCORE Data not available

BENCHMARK MAX MONTH Data not available

MODEL MAX MONTH Data not available

DIFFERENCE IN MAX MONTH Data not available

SEASONAL CYCLE SCORE Data not available

SPATIAL TAYLOR DIAGRAM Data not available

MODEL COLORS Data not available

Spatially integrated regional mean

MODEL COLORS Data not available

REGIONAL MEAN Data not available

ANNUAL CYCLE Data not available

MONTHLY ANOMALY Data not available

ANNUAL CYCLE Data not available

Data Information

Mean State
All Models
Data Information

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

History:: Tue May 14 23:03:23 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1979-01-01 --end_date 2021-12-31 --input_files /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790101-19790131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790201-19790228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790301-19790331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790401-19790430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790501-19790531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790601-19790630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790701-19790731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790801-19790831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790901-19790930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791001-19791031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791101-19791130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791201-19791231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800101-19800131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800201-19800229.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800301-19800331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800401-19800430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800501-19800531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800601-19800630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19800701-19800731.nc 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References:: ATBD of the ECA&D indices calculation (https://knmi-ecad-assets-prd.s3.amazonaws.com/documents/atbd.pdf)

Conventions:: CF-1.6

License:: Licence to use Copernicus Products: https://apps.ecmwf.int/datasets/licences/copernicus/

Summary:: ERA5 is the fifth generation ECMWF atmospheric reanalysis of the global climate. This file is part of the ERA5 replica hosted at NCI Australia. For more information please see http://dx.doi.org/10.25914/5f48874388857

Icclim_version:: 6.5.0

Project_id:: indices

Frequency:: climdex

Variable_id:: TG

Mean State

Temporally integrated period mean

Spatially integrated regional mean

All Models

Data Information