Mean State

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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 [-] 21.8
ACCESS-CM2_BARPA [-] 22.4 22.4 21.8 0.634 1.48 0.751 0.860 0.764 0.945 0.998 0.866
ACCESS-CM2_CCAM [-] 21.6 21.6 21.8 -0.235 1.58 0.463 0.863 0.741 0.965 0.988 0.859
ACCESS-CM2_CMIP6 [-] 21.3 21.3 21.7 -0.475 1.47 0.652 0.874 0.752 0.951 1.00 0.866
ACCESS-ESM1-5_BARPA [-] 23.5 23.5 21.8 1.73 2.13 0.648 0.687 0.776 0.953 0.999 0.838
ACCESS-ESM1-5_CCAM [-] 22.3 22.3 21.8 0.464 1.39 0.489 0.866 0.775 0.964 0.993 0.875
ACCESS-ESM1-5_CMIP6 [-] 21.4 21.4 21.8 -0.439 1.53 0.565 0.827 0.771 0.956 0.991 0.863
CESM2_BARPA [-] 22.1 22.1 21.8 0.323 1.66 0.761 0.840 0.752 0.932 0.978 0.851
CESM2_CCAM [-] 22.3 22.3 21.8 0.474 1.69 0.599 0.875 0.727 0.956 0.999 0.857
CMCC-ESM2_BARPA [-] 22.8 22.8 21.8 0.954 1.98 1.05 0.795 0.727 0.846 0.976 0.814
CMCC-ESM2_CCAM [-] 21.2 21.2 21.8 -0.610 1.38 0.646 0.847 0.805 0.926 0.999 0.876
CMCC-ESM2_CMIP6 [-] 21.6 21.6 21.8 -0.241 1.29 1.16 0.882 0.793 0.843 0.996 0.861
CNRM-ESM2-1_CCAM [-] 20.5 20.5 21.8 -1.34 1.79 0.664 0.746 0.809 0.949 0.970 0.856
CNRM-ESM2-1_CMIP6 [-] 22.1 22.1 21.8 0.369 1.23 0.775 0.855 0.812 0.934 0.991 0.881
EC-Earth3_BARPA [-] 24.3 24.3 21.8 2.44 2.62 0.435 0.601 0.827 0.966 0.997 0.843
EC-Earth3_CCAM [-] 23.4 23.4 21.8 1.59 2.25 0.420 0.688 0.808 0.964 0.936 0.841
EC-Earth3_CMIP6 [-] 23.4 23.4 21.8 1.61 2.14 0.556 0.702 0.804 0.946 0.968 0.845
ERA5_BARPA [-] 22.3 22.3 21.8 0.461 1.08 0.433 0.883 0.834 0.941 0.995 0.898
ERA5_CCAM [-] 21.7 21.7 21.8 -0.0947 0.787 0.246 0.896 0.877 0.978 0.993 0.924
MPI-ESM1-2-HR_BARPA [-] 22.4 22.4 21.8 0.577 1.58 0.498 0.833 0.768 0.964 0.983 0.863
MPI-ESM1-2-HR_CMIP6 [-] 22.5 22.5 21.8 0.631 1.57 0.565 0.826 0.763 0.960 0.986 0.860
NorESM2-MM_BARPA [-] 21.4 21.4 21.8 -0.387 1.69 1.33 0.885 0.730 0.841 0.999 0.837
NorESM2-MM_CCAM [-] 19.3 19.3 21.8 -2.53 2.72 0.654 0.593 0.825 0.951 0.981 0.835
NorESM2-MM_CMIP6 [-] 21.0 21.0 21.8 -0.773 1.30 0.543 0.836 0.820 0.960 0.998 0.887
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 [-] 18.0
ACCESS-CM2_BARPA [-] 18.7 18.8 18.0 0.705 1.54 0.402 0.866 0.769 0.974 0.993 0.886
ACCESS-CM2_CCAM [-] 18.0 18.1 18.0 0.0246 1.20 0.235 0.933 0.804 0.985 0.985 0.913
ACCESS-CM2_CMIP6 [-] 17.3 17.3 17.9 -0.647 1.37 0.330 0.859 0.807 0.979 0.960 0.891
ACCESS-ESM1-5_BARPA [-] 19.8 19.8 18.0 1.80 2.25 0.940 0.704 0.770 0.940 0.993 0.842
ACCESS-ESM1-5_CCAM [-] 18.9 18.9 18.0 0.880 1.40 0.447 0.843 0.818 0.971 0.978 0.893
ACCESS-ESM1-5_CMIP6 [-] 18.1 18.1 18.2 -0.114 1.45 0.842 0.856 0.793 0.945 0.861 0.856
CESM2_BARPA [-] 18.2 18.2 18.0 0.197 1.67 0.870 0.936 0.728 0.944 0.987 0.880
CESM2_CCAM [-] 19.1 19.1 18.0 1.08 1.73 0.900 0.810 0.773 0.941 0.999 0.869
CMCC-ESM2_BARPA [-] 19.0 19.0 18.0 0.960 1.79 0.756 0.826 0.747 0.952 0.990 0.864
CMCC-ESM2_CCAM [-] 17.8 17.8 18.0 -0.241 0.944 0.724 0.917 0.858 0.951 0.988 0.920
CMCC-ESM2_CMIP6 [-] 18.3 18.3 18.0 0.339 1.01 0.939 0.899 0.866 0.940 0.964 0.912
CNRM-ESM2-1_CCAM [-] 17.3 17.3 18.0 -0.766 1.33 0.852 0.851 0.827 0.945 0.967 0.890
CNRM-ESM2-1_CMIP6 [-] 18.7 18.7 18.3 0.451 1.04 0.919 0.905 0.847 0.941 1.00 0.915
EC-Earth3_BARPA [-] 20.8 20.8 18.0 2.73 2.90 0.466 0.586 0.829 0.970 0.996 0.844
EC-Earth3_CCAM [-] 20.3 20.3 18.0 2.29 2.38 0.0757 0.639 0.881 0.995 0.979 0.874
EC-Earth3_CMIP6 [-] 20.2 20.2 18.0 2.14 2.22 0.117 0.658 0.893 0.987 0.981 0.881
ERA5_BARPA [-] 18.6 18.6 18.1 0.536 1.30 0.0391 0.892 0.798 0.997 0.990 0.906
ERA5_CCAM [-] 17.9 18.0 18.1 -0.0978 0.638 0.00 0.928 0.912 1.00 0.981 0.950
MPI-ESM1-2-HR_BARPA [-] 18.9 19.0 18.0 0.915 1.88 0.0153 0.831 0.731 0.999 0.975 0.867
MPI-ESM1-2-HR_CMIP6 [-] 18.3 18.3 18.0 0.340 1.28 0.0613 0.901 0.800 0.993 0.994 0.908
NorESM2-MM_BARPA [-] 18.0 18.0 18.0 -0.0614 1.59 0.972 0.961 0.737 0.938 0.998 0.889
NorESM2-MM_CCAM [-] 16.2 16.3 18.0 -1.78 1.93 0.897 0.707 0.873 0.931 0.959 0.868
NorESM2-MM_CMIP6 [-] 17.5 17.5 18.0 -0.452 0.983 0.598 0.898 0.860 0.962 0.999 0.922
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 19.8
ACCESS-CM2_BARPA [-] 20.2 20.3 19.8 0.493 1.22 0.248 0.865 0.778 0.984 0.990 0.898
ACCESS-CM2_CCAM [-] 20.4 20.4 19.8 0.626 1.40 0.442 0.838 0.752 0.972 1.00 0.878
ACCESS-CM2_CMIP6 [-] 19.5 19.5 19.9 -0.389 1.21 0.719 0.888 0.756 0.953 1.00 0.888
ACCESS-ESM1-5_BARPA [-] 21.0 21.1 19.8 1.34 1.64 0.677 0.722 0.801 0.956 0.990 0.865
ACCESS-ESM1-5_CCAM [-] 21.0 21.0 19.8 1.24 1.57 0.611 0.727 0.798 0.959 0.999 0.862
ACCESS-ESM1-5_CMIP6 [-] 20.2 20.2 19.8 0.386 1.40 1.02 0.840 0.780 0.932 0.948 0.854
CESM2_BARPA [-] 19.9 20.0 19.8 0.218 1.42 0.925 0.854 0.747 0.941 0.969 0.871
CESM2_CCAM [-] 20.7 20.7 19.8 0.969 1.46 0.892 0.783 0.773 0.941 0.997 0.868
CMCC-ESM2_BARPA [-] 20.6 20.6 19.8 0.855 1.53 0.743 0.799 0.762 0.952 0.972 0.871
CMCC-ESM2_CCAM [-] 20.3 20.4 19.8 0.600 1.11 0.616 0.843 0.811 0.947 1.00 0.892
CMCC-ESM2_CMIP6 [-] 19.8 19.8 19.6 0.266 1.05 0.788 0.876 0.813 0.941 0.984 0.892
CNRM-ESM2-1_CCAM [-] 19.0 19.0 19.8 -0.734 1.29 0.769 0.823 0.800 0.948 0.983 0.883
CNRM-ESM2-1_CMIP6 [-] 19.8 19.8 19.8 -0.0687 1.06 1.06 0.835 0.837 0.924 0.934 0.873
EC-Earth3_BARPA [-] 21.7 21.7 19.8 1.97 2.11 0.335 0.616 0.839 0.978 0.992 0.856
EC-Earth3_CCAM [-] 21.9 21.9 19.8 2.15 2.26 0.327 0.582 0.849 0.978 0.986 0.841
EC-Earth3_CMIP6 [-] 21.0 21.0 19.7 1.27 1.48 0.400 0.738 0.850 0.957 0.969 0.854
ERA5_BARPA [-] 20.0 20.1 19.8 0.292 0.936 0.130 0.887 0.831 0.992 0.988 0.918
ERA5_CCAM [-] 20.2 20.2 19.8 0.454 0.772 0.0485 0.858 0.890 0.997 0.996 0.926
MPI-ESM1-2-HR_BARPA [-] 20.6 20.6 19.8 0.876 1.53 0.387 0.797 0.761 0.974 0.972 0.874
MPI-ESM1-2-HR_CMIP6 [-] 20.2 20.2 19.7 0.533 1.17 0.562 0.831 0.809 0.963 0.996 0.883
NorESM2-MM_BARPA [-] 19.6 19.6 19.8 -0.119 1.39 0.820 0.921 0.733 0.947 0.993 0.887
NorESM2-MM_CCAM [-] 18.0 18.0 19.8 -1.74 1.90 1.22 0.659 0.835 0.889 0.987 0.848
NorESM2-MM_CMIP6 [-] 18.9 18.9 19.6 -0.668 1.07 0.671 0.838 0.842 0.957 0.998 0.897
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 [-] 27.5
ACCESS-CM2_BARPA [-] 28.4 28.4 27.5 0.963 1.67 0.961 0.761 0.703 0.911 1.00 0.831
ACCESS-CM2_CCAM [-] 26.9 26.9 27.5 -0.531 1.81 0.811 0.820 0.643 0.931 0.978 0.832
ACCESS-CM2_CMIP6 [-] 27.1 27.1 27.3 -0.230 1.69 0.890 0.858 0.630 0.926 0.997 0.836
ACCESS-ESM1-5_BARPA [-] 29.2 29.1 27.5 1.68 1.90 0.572 0.627 0.793 0.944 0.996 0.836
ACCESS-ESM1-5_CCAM [-] 27.7 27.7 27.5 0.193 1.33 0.505 0.881 0.710 0.963 0.994 0.876
ACCESS-ESM1-5_CMIP6 [-] 26.8 26.8 27.3 -0.598 1.56 0.490 0.806 0.692 0.968 1.00 0.844
CESM2_BARPA [-] 28.9 28.9 27.5 1.41 1.95 0.844 0.673 0.709 0.899 1.00 0.810
CESM2_CCAM [-] 28.0 28.0 27.5 0.548 1.48 0.734 0.843 0.700 0.944 0.995 0.860
CMCC-ESM2_BARPA [-] 29.5 29.4 27.5 1.98 2.56 3.10 0.577 0.654 0.488 1.00 0.685
CMCC-ESM2_CCAM [-] 27.2 27.2 27.5 -0.285 1.31 1.01 0.874 0.735 0.859 0.985 0.860
CMCC-ESM2_CMIP6 [-] 26.9 26.9 27.3 -0.417 1.58 2.44 0.842 0.686 0.595 0.998 0.773
CNRM-ESM2-1_CCAM [-] 25.2 25.2 27.5 -2.25 2.43 0.531 0.535 0.784 0.960 0.985 0.817
CNRM-ESM2-1_CMIP6 [-] 27.4 27.4 27.4 -0.0244 1.00 0.449 0.858 0.800 0.966 0.924 0.880
EC-Earth3_BARPA [-] 29.0 29.0 27.5 1.49 1.70 0.454 0.679 0.814 0.966 0.978 0.858
EC-Earth3_CCAM [-] 27.1 27.1 27.5 -0.403 1.48 0.476 0.807 0.736 0.965 0.886 0.852
EC-Earth3_CMIP6 [-] 27.4 27.4 27.4 0.0247 1.49 0.473 0.847 0.692 0.964 0.986 0.860
ERA5_BARPA [-] 28.2 28.2 27.5 0.730 1.15 1.00 0.814 0.800 0.865 0.996 0.865
ERA5_CCAM [-] 26.8 26.8 27.5 -0.673 1.08 0.457 0.818 0.809 0.963 0.988 0.891
MPI-ESM1-2-HR_BARPA [-] 28.8 28.7 27.5 1.28 1.77 0.690 0.706 0.725 0.949 1.00 0.834
MPI-ESM1-2-HR_CMIP6 [-] 28.5 28.5 27.3 1.18 1.73 0.473 0.711 0.716 0.968 0.993 0.841
NorESM2-MM_BARPA [-] 27.5 27.5 27.5 0.0796 1.70 2.70 0.875 0.652 0.565 0.998 0.771
NorESM2-MM_CCAM [-] 24.6 24.6 27.5 -2.83 2.96 0.541 0.463 0.786 0.960 0.999 0.801
NorESM2-MM_CMIP6 [-] 26.3 26.3 27.3 -0.993 1.36 0.630 0.762 0.789 0.950 0.998 0.867
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 [-] 15.0
ACCESS-CM2_BARPA [-] 15.5 15.6 15.0 0.600 1.08 0.862 0.864 0.826 0.945 0.993 0.898
ACCESS-CM2_CCAM [-] 15.6 15.6 15.0 0.614 1.36 0.302 0.860 0.772 0.981 0.988 0.886
ACCESS-CM2_CMIP6 [-] 14.4 14.4 14.8 -0.358 1.17 0.738 0.873 0.829 0.953 0.986 0.901
ACCESS-ESM1-5_BARPA [-] 16.5 16.6 15.0 1.62 2.00 0.838 0.693 0.770 0.946 0.988 0.841
ACCESS-ESM1-5_CCAM [-] 16.3 16.3 15.0 1.34 1.87 0.410 0.739 0.746 0.974 0.992 0.850
ACCESS-ESM1-5_CMIP6 [-] 15.3 15.3 14.9 0.434 1.41 0.493 0.841 0.796 0.968 0.852 0.857
CESM2_BARPA [-] 14.3 14.4 15.0 -0.580 1.14 0.622 0.874 0.811 0.960 0.991 0.898
CESM2_CCAM [-] 15.2 15.2 15.0 0.273 1.41 0.146 0.918 0.743 0.991 1.00 0.894
CMCC-ESM2_BARPA [-] 14.9 15.0 15.0 -0.00567 0.777 0.167 0.937 0.859 0.989 0.996 0.936
CMCC-ESM2_CCAM [-] 14.9 14.9 15.0 -0.0678 0.792 0.204 0.914 0.865 0.987 0.977 0.928
CMCC-ESM2_CMIP6 [-] 14.9 14.9 14.9 0.0364 0.837 0.542 0.883 0.880 0.965 0.989 0.924
CNRM-ESM2-1_CCAM [-] 14.9 14.9 15.0 -0.0170 1.14 0.781 0.917 0.789 0.950 0.989 0.898
CNRM-ESM2-1_CMIP6 [-] 16.2 16.2 14.9 1.28 1.55 0.835 0.739 0.830 0.946 1.00 0.873
EC-Earth3_BARPA [-] 17.6 17.6 15.0 2.66 2.78 0.252 0.548 0.835 0.984 0.986 0.838
EC-Earth3_CCAM [-] 17.7 17.7 15.0 2.71 2.79 0.174 0.541 0.861 0.989 0.995 0.848
EC-Earth3_CMIP6 [-] 17.3 17.3 14.8 2.51 2.58 0.139 0.564 0.884 0.990 0.991 0.860
ERA5_BARPA [-] 14.9 15.0 15.0 0.00319 0.518 0.0801 0.953 0.907 0.995 0.995 0.956
ERA5_CCAM [-] 15.3 15.3 15.0 0.368 0.704 0.0908 0.904 0.894 0.994 0.989 0.940
MPI-ESM1-2-HR_BARPA [-] 14.6 14.6 15.0 -0.325 0.948 0.466 0.916 0.832 0.970 0.988 0.916
MPI-ESM1-2-HR_CMIP6 [-] 14.6 14.6 14.9 -0.382 1.12 0.371 0.897 0.802 0.976 0.999 0.906
NorESM2-MM_BARPA [-] 14.7 14.7 15.0 -0.239 0.963 0.865 0.939 0.821 0.945 0.997 0.914
NorESM2-MM_CCAM [-] 13.9 13.9 15.0 -1.02 1.27 0.460 0.790 0.866 0.971 0.977 0.897
NorESM2-MM_CMIP6 [-] 14.4 14.4 14.9 -0.494 0.984 0.829 0.865 0.849 0.947 0.992 0.906
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 [-] 22.1
ACCESS-CM2_BARPA [-] 22.6 22.6 22.1 0.582 1.56 0.769 0.894 0.769 0.948 0.998 0.892
ACCESS-CM2_CCAM [-] 21.6 21.6 22.1 -0.495 1.60 0.419 0.889 0.766 0.969 0.976 0.894
ACCESS-CM2_CMIP6 [-] 21.4 21.4 22.0 -0.663 1.54 0.599 0.881 0.774 0.957 1.00 0.894
ACCESS-ESM1-5_BARPA [-] 23.9 23.9 22.1 1.84 2.31 0.655 0.707 0.772 0.955 0.998 0.850
ACCESS-ESM1-5_CCAM [-] 22.3 22.3 22.1 0.250 1.31 0.515 0.915 0.798 0.961 0.993 0.907
ACCESS-ESM1-5_CMIP6 [-] 21.1 21.1 22.0 -0.811 1.57 0.603 0.851 0.795 0.949 0.997 0.893
CESM2_BARPA [-] 22.3 22.3 22.1 0.227 1.70 0.795 0.899 0.750 0.930 0.975 0.881
CESM2_CCAM [-] 22.5 22.5 22.1 0.477 1.86 0.616 0.900 0.724 0.954 0.998 0.882
CMCC-ESM2_BARPA [-] 23.0 23.0 22.1 0.916 2.14 0.682 0.841 0.714 0.901 0.963 0.850
CMCC-ESM2_CCAM [-] 21.0 21.1 22.1 -1.00 1.60 0.616 0.829 0.809 0.928 1.00 0.887
CMCC-ESM2_CMIP6 [-] 21.6 21.6 22.0 -0.387 1.33 1.03 0.905 0.805 0.869 0.998 0.890
CNRM-ESM2-1_CCAM [-] 20.6 20.6 22.1 -1.42 1.80 0.714 0.774 0.827 0.941 0.954 0.870
CNRM-ESM2-1_CMIP6 [-] 22.5 22.5 22.2 0.355 1.29 0.898 0.882 0.818 0.916 0.972 0.889
EC-Earth3_BARPA [-] 24.9 24.9 22.1 2.81 2.99 0.443 0.588 0.830 0.963 0.997 0.842
EC-Earth3_CCAM [-] 23.9 23.9 22.1 1.86 2.37 0.496 0.709 0.815 0.954 0.917 0.848
EC-Earth3_CMIP6 [-] 24.0 24.0 22.0 1.95 2.36 0.681 0.694 0.819 0.929 0.959 0.848
ERA5_BARPA [-] 22.6 22.6 22.1 0.535 1.19 0.393 0.900 0.829 0.943 0.993 0.913
ERA5_CCAM [-] 22.0 22.0 22.1 -0.104 0.712 0.199 0.932 0.896 0.980 0.994 0.947
MPI-ESM1-2-HR_BARPA [-] 22.7 22.7 22.1 0.613 1.64 0.485 0.878 0.770 0.963 0.976 0.892
MPI-ESM1-2-HR_CMIP6 [-] 22.7 22.7 22.0 0.711 1.67 0.656 0.860 0.771 0.952 0.983 0.886
NorESM2-MM_BARPA [-] 21.4 21.4 22.1 -0.626 1.93 1.18 0.884 0.724 0.876 1.00 0.863
NorESM2-MM_CCAM [-] 19.1 19.1 22.1 -2.95 3.13 0.651 0.579 0.830 0.952 0.978 0.838
NorESM2-MM_CMIP6 [-] 21.2 21.2 22.0 -0.846 1.42 0.488 0.849 0.821 0.963 1.00 0.902
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 [-] 10.8
ACCESS-CM2_BARPA [-] 11.2 11.1 10.8 0.311 0.832 0.281 0.818 0.840 0.982 0.963 0.898
ACCESS-CM2_CCAM [-] 12.1 12.0 10.8 1.23 1.55 0.235 0.667 0.757 0.985 0.973 0.848
ACCESS-CM2_CMIP6 [-] 11.7 11.7 11.4 0.309 0.771 0.333 0.807 0.848 0.979 0.908 0.878
ACCESS-ESM1-5_BARPA [-] 12.0 11.9 10.8 1.10 1.39 0.300 0.691 0.789 0.981 0.962 0.857
ACCESS-ESM1-5_CCAM [-] 12.3 12.2 10.8 1.46 1.75 0.281 0.626 0.741 0.982 0.976 0.834
ACCESS-ESM1-5_CMIP6 [-] 13.4 13.4 11.5 1.88 2.09 0.381 0.538 0.746 0.976 0.889 0.757
CESM2_BARPA [-] 9.74 9.66 10.8 -1.12 1.30 0.313 0.697 0.832 0.980 0.964 0.865
CESM2_CCAM [-] 10.7 10.6 10.8 -0.201 1.27 0.419 0.796 0.737 0.973 0.951 0.864
CMCC-ESM2_BARPA [-] 10.5 10.4 10.8 -0.399 0.712 0.322 0.838 0.890 0.979 0.957 0.913
CMCC-ESM2_CCAM [-] 11.5 11.4 10.8 0.580 0.936 0.499 0.792 0.842 0.968 0.973 0.897
CMCC-ESM2_CMIP6 [-] 12.6 12.6 11.4 1.20 1.39 0.312 0.707 0.833 0.980 0.882 0.817
CNRM-ESM2-1_CCAM [-] 11.1 11.0 10.8 0.174 1.16 0.372 0.796 0.755 0.976 0.949 0.873
CNRM-ESM2-1_CMIP6 [-] 11.6 11.6 10.6 1.04 1.18 0.326 0.699 0.837 0.979 0.998 0.860
EC-Earth3_BARPA [-] 13.0 12.9 10.8 2.09 2.18 0.264 0.503 0.824 0.983 0.962 0.821
EC-Earth3_CCAM [-] 14.0 13.9 10.8 3.11 3.17 0.344 0.360 0.820 0.978 0.972 0.790
EC-Earth3_CMIP6 [-] 13.4 13.4 11.0 2.43 2.50 0.418 0.440 0.827 0.973 0.998 0.800
ERA5_BARPA [-] 10.6 10.6 10.8 -0.244 0.620 0.286 0.845 0.921 0.982 0.964 0.926
ERA5_CCAM [-] 11.8 11.7 10.8 0.867 1.06 0.341 0.740 0.867 0.978 0.973 0.894
MPI-ESM1-2-HR_BARPA [-] 10.2 10.1 10.8 -0.691 1.00 0.228 0.789 0.845 0.985 0.940 0.887
MPI-ESM1-2-HR_CMIP6 [-] 10.1 10.1 10.6 -0.508 1.23 0.305 0.768 0.755 0.980 0.986 0.841
NorESM2-MM_BARPA [-] 10.5 10.4 10.8 -0.410 0.722 0.318 0.847 0.878 0.980 0.967 0.914
NorESM2-MM_CCAM [-] 10.4 10.3 10.8 -0.494 0.901 0.230 0.815 0.838 0.985 0.985 0.901
NorESM2-MM_CMIP6 [-] 11.4 11.4 11.4 0.0680 0.635 0.250 0.881 0.874 0.984 0.914 0.904
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 [-] 16.7
ACCESS-CM2_BARPA [-] 16.9 16.9 16.7 0.200 0.923 0.685 0.920 0.809 0.956 0.995 0.910
ACCESS-CM2_CCAM [-] 17.3 17.3 16.7 0.590 1.32 0.186 0.846 0.761 0.988 0.986 0.883
ACCESS-CM2_CMIP6 [-] 16.5 16.5 16.6 -0.0751 1.05 0.407 0.906 0.771 0.974 0.983 0.898
ACCESS-ESM1-5_BARPA [-] 18.1 18.1 16.7 1.46 1.89 0.627 0.696 0.752 0.960 0.998 0.847
ACCESS-ESM1-5_CCAM [-] 17.6 17.6 16.7 0.911 1.44 0.323 0.792 0.769 0.979 0.996 0.875
ACCESS-ESM1-5_CMIP6 [-] 17.2 17.2 16.6 0.655 1.12 0.0604 0.850 0.810 0.996 0.996 0.893
CESM2_BARPA [-] 16.0 16.0 16.7 -0.694 1.12 0.426 0.837 0.826 0.973 0.993 0.896
CESM2_CCAM [-] 16.4 16.5 16.7 -0.224 1.32 0.236 0.908 0.747 0.985 0.995 0.897
CMCC-ESM2_BARPA [-] 16.3 16.4 16.7 -0.305 0.997 0.358 0.907 0.821 0.977 0.990 0.915
CMCC-ESM2_CCAM [-] 16.4 16.4 16.7 -0.276 0.923 0.428 0.882 0.845 0.972 0.998 0.920
CMCC-ESM2_CMIP6 [-] 16.5 16.5 16.5 0.0292 0.872 0.149 0.860 0.864 0.990 0.985 0.912
CNRM-ESM2-1_CCAM [-] 16.0 16.0 16.7 -0.678 1.39 0.476 0.841 0.771 0.969 0.947 0.881
CNRM-ESM2-1_CMIP6 [-] 17.4 17.4 16.7 0.705 1.32 0.434 0.817 0.773 0.972 0.984 0.863
EC-Earth3_BARPA [-] 19.0 19.0 16.7 2.29 2.46 0.664 0.563 0.811 0.957 0.998 0.830
EC-Earth3_CCAM [-] 19.4 19.4 16.7 2.70 2.80 0.153 0.509 0.831 0.990 0.990 0.828
EC-Earth3_CMIP6 [-] 18.8 18.8 16.6 2.15 2.25 0.520 0.578 0.851 0.959 0.993 0.837
ERA5_BARPA [-] 16.4 16.4 16.7 -0.321 0.570 0.0810 0.914 0.914 0.995 0.995 0.951
ERA5_CCAM [-] 17.0 17.0 16.7 0.342 0.767 0.450 0.883 0.871 0.971 0.991 0.926
MPI-ESM1-2-HR_BARPA [-] 15.7 15.8 16.7 -0.929 1.25 0.626 0.797 0.824 0.960 1.00 0.893
MPI-ESM1-2-HR_CMIP6 [-] 16.2 16.2 16.7 -0.511 1.14 0.711 0.871 0.791 0.954 0.997 0.899
NorESM2-MM_BARPA [-] 16.2 16.3 16.7 -0.421 0.868 0.595 0.890 0.849 0.962 0.997 0.914
NorESM2-MM_CCAM [-] 15.3 15.3 16.7 -1.39 1.62 0.726 0.715 0.837 0.953 0.989 0.868
NorESM2-MM_CMIP6 [-] 16.1 16.1 16.5 -0.390 0.888 0.566 0.870 0.845 0.964 0.998 0.911
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 [-] 26.7
ACCESS-CM2_BARPA [-] 27.9 27.9 26.7 1.19 1.51 0.675 0.564 0.708 0.948 0.953 0.784
ACCESS-CM2_CCAM [-] 27.5 27.4 26.7 0.758 1.64 0.821 0.704 0.538 0.942 0.990 0.765
ACCESS-CM2_CMIP6 [-] 26.5 26.5 26.0 0.514 1.10 1.42 0.775 0.605 0.823 0.997 0.779
ACCESS-ESM1-5_BARPA [-] 28.3 28.3 26.7 1.66 1.78 0.345 0.469 0.790 0.975 0.968 0.799
ACCESS-ESM1-5_CCAM [-] 28.1 28.0 26.7 1.37 1.63 0.378 0.539 0.699 0.972 0.989 0.788
ACCESS-ESM1-5_CMIP6 [-] 28.2 28.2 27.4 0.853 1.23 0.256 0.616 0.594 0.983 0.605 0.688
CESM2_BARPA [-] 28.3 28.3 26.7 1.64 1.78 0.404 0.471 0.792 0.970 0.965 0.799
CESM2_CCAM [-] 27.7 27.6 26.7 0.922 1.21 0.334 0.660 0.741 0.975 0.994 0.831
CMCC-ESM2_BARPA [-] 28.2 28.2 26.7 1.51 1.74 0.427 0.499 0.752 0.961 0.953 0.787
CMCC-ESM2_CCAM [-] 27.2 27.1 26.7 0.417 0.780 0.329 0.775 0.812 0.976 0.988 0.879
CMCC-ESM2_CMIP6 [-] 27.3 27.3 27.1 0.217 0.916 0.331 0.786 0.698 0.978 0.964 0.839
CNRM-ESM2-1_CCAM [-] 25.3 25.2 26.7 -1.46 1.66 0.384 0.519 0.702 0.972 0.993 0.786
CNRM-ESM2-1_CMIP6 [-] 27.4 27.4 27.4 -0.0485 0.989 0.339 0.719 0.642 0.978 0.827 0.775
EC-Earth3_BARPA [-] 27.4 27.4 26.7 0.695 0.883 0.301 0.708 0.825 0.976 0.998 0.871
EC-Earth3_CCAM [-] 26.7 26.6 26.7 -0.0688 0.977 0.241 0.733 0.763 0.982 0.920 0.840
EC-Earth3_CMIP6 [-] 26.8 26.8 26.8 -0.0492 1.03 0.368 0.785 0.670 0.976 0.992 0.835
ERA5_BARPA [-] 27.3 27.4 26.7 0.680 0.920 0.346 0.693 0.813 0.977 0.983 0.861
ERA5_CCAM [-] 26.9 26.8 26.7 0.115 0.776 0.473 0.775 0.807 0.967 0.977 0.873
MPI-ESM1-2-HR_BARPA [-] 27.4 27.4 26.7 0.737 1.26 0.499 0.650 0.708 0.965 0.948 0.806
MPI-ESM1-2-HR_CMIP6 [-] 28.1 28.1 26.5 1.61 1.88 0.202 0.471 0.632 0.987 0.994 0.755
NorESM2-MM_BARPA [-] 27.5 27.6 26.7 0.885 1.17 0.484 0.644 0.760 0.968 0.988 0.831
NorESM2-MM_CCAM [-] 25.3 25.2 26.7 -1.46 1.62 0.975 0.542 0.748 0.907 0.989 0.791
NorESM2-MM_CMIP6 [-] 26.6 26.6 27.1 -0.484 1.18 0.340 0.683 0.677 0.964 0.945 0.802
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 [-] 20.5
ACCESS-CM2_BARPA [-] 21.5 21.5 20.5 15.9 0.921 1.13 0.745 0.491 0.705 0.909 0.999 0.762
ACCESS-CM2_CCAM [-] 21.1 21.1 20.8 12.9 0.275 0.812 0.762 0.650 0.705 0.906 0.998 0.793
ACCESS-CM2_CMIP6 [-] 21.6 21.6 20.8 22.0 0.813 1.17 0.751 0.479 0.679 0.907 0.998 0.749
ACCESS-ESM1-5_BARPA [-] 22.0 22.0 20.5 15.9 1.42 1.54 0.848 0.369 0.690 0.891 0.999 0.728
ACCESS-ESM1-5_CCAM [-] 21.5 21.5 20.8 12.9 0.720 0.967 0.803 0.542 0.716 0.899 0.999 0.774
ACCESS-ESM1-5_CMIP6 [-] 21.8 21.7 20.6 25.4 1.12 1.44 0.811 0.402 0.689 0.896 0.997 0.735
CESM2_BARPA [-] 21.2 21.2 20.5 15.9 0.626 1.17 0.881 0.517 0.690 0.881 0.992 0.754
CESM2_CCAM [-] 21.0 21.0 20.8 12.9 0.236 1.16 1.11 0.516 0.683 0.843 0.989 0.743
CMCC-ESM2_BARPA [-] 21.2 21.2 20.5 15.9 0.689 1.10 0.937 0.532 0.721 0.859 0.995 0.766
CMCC-ESM2_CCAM [-] 21.0 21.0 20.8 12.9 0.185 0.844 1.03 0.586 0.734 0.847 0.997 0.780
CMCC-ESM2_CMIP6 [-] 21.0 20.9 20.7 25.0 0.225 0.782 1.18 0.611 0.740 0.817 0.998 0.781
CNRM-ESM2-1_CCAM [-] 18.8 18.8 20.8 12.9 -2.04 2.20 0.808 0.273 0.652 0.892 0.997 0.693
CNRM-ESM2-1_CMIP6 [-] 20.4 20.3 20.6 26.0 -0.292 0.934 0.756 0.545 0.703 0.897 0.992 0.768
EC-Earth3_BARPA [-] 22.1 22.1 20.5 15.9 1.53 1.68 0.763 0.383 0.683 0.901 0.986 0.727
EC-Earth3_CCAM [-] 21.9 21.9 20.8 12.9 1.06 1.33 0.745 0.502 0.706 0.907 0.980 0.760
EC-Earth3_CMIP6 [-] 21.4 21.4 20.7 24.6 0.653 1.19 0.871 0.563 0.721 0.877 0.972 0.771
ERA5_BARPA [-] 21.0 21.0 20.5 15.9 0.441 0.586 0.442 0.645 0.854 0.943 0.999 0.859
ERA5_CCAM [-] 20.7 20.7 20.8 12.9 -0.0821 0.337 0.506 0.850 0.853 0.935 1.00 0.898
MPI-ESM1-2-HR_BARPA [-] 20.8 20.8 20.5 15.9 0.268 0.981 0.946 0.571 0.686 0.859 0.995 0.760
MPI-ESM1-2-HR_CMIP6 [-] 21.2 21.1 20.6 25.5 0.526 1.04 1.16 0.540 0.688 0.828 0.996 0.748
NorESM2-MM_BARPA [-] 21.2 21.2 20.5 15.9 0.647 1.05 0.782 0.533 0.749 0.897 0.998 0.785
NorESM2-MM_CCAM [-] 19.3 19.3 20.8 12.9 -1.52 1.63 1.10 0.356 0.702 0.863 0.997 0.724
NorESM2-MM_CMIP6 [-] 20.9 20.7 20.7 24.5 0.0593 0.724 0.679 0.640 0.770 0.916 0.998 0.819
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 [-] 26.6
ACCESS-CM2_BARPA [-] 27.8 27.8 26.6 26.9 1.20 1.36 1.55 0.242 0.606 0.798 0.930 0.636
ACCESS-CM2_CCAM [-] 26.9 27.0 26.6 26.9 0.394 0.785 1.54 0.463 0.596 0.799 0.968 0.685
ACCESS-CM2_CMIP6 [-] 27.9 27.9 26.6 1.34 1.45 1.57 0.199 0.567 0.792 0.994 0.624
ACCESS-ESM1-5_BARPA [-] 28.1 28.1 26.6 26.9 1.50 1.60 1.75 0.175 0.588 0.755 0.962 0.614
ACCESS-ESM1-5_CCAM [-] 27.4 27.4 26.6 26.9 0.817 1.01 1.60 0.320 0.625 0.787 0.985 0.668
ACCESS-ESM1-5_CMIP6 [-] 28.2 28.2 26.6 28.3 1.67 1.73 1.70 0.135 0.583 0.764 0.951 0.603
CESM2_BARPA [-] 27.9 27.9 26.6 26.9 1.33 1.52 1.57 0.242 0.531 0.786 0.893 0.596
CESM2_CCAM [-] 27.5 27.5 26.6 26.9 0.953 1.22 2.12 0.330 0.537 0.693 0.878 0.595
CMCC-ESM2_BARPA [-] 27.8 27.8 26.6 26.9 1.20 1.38 1.56 0.248 0.598 0.769 0.921 0.627
CMCC-ESM2_CCAM [-] 27.2 27.2 26.6 26.9 0.664 0.928 1.86 0.369 0.624 0.719 0.943 0.656
CMCC-ESM2_CMIP6 [-] 27.0 27.0 26.6 27.6 0.409 0.886 2.03 0.383 0.637 0.680 0.941 0.656
CNRM-ESM2-1_CCAM [-] 24.3 24.3 26.6 26.9 -2.26 2.29 1.57 0.0760 0.617 0.770 0.993 0.615
CNRM-ESM2-1_CMIP6 [-] 25.7 25.7 26.5 26.0 -0.877 0.997 1.34 0.316 0.625 0.802 0.945 0.662
EC-Earth3_BARPA [-] 27.2 27.2 26.6 26.9 0.687 0.986 1.55 0.385 0.535 0.779 0.935 0.633
EC-Earth3_CCAM [-] 26.8 26.8 26.6 26.9 0.197 0.624 1.42 0.559 0.606 0.807 0.974 0.710
EC-Earth3_CMIP6 [-] 26.2 26.2 26.6 26.2 -0.389 0.611 1.51 0.532 0.630 0.775 0.999 0.713
ERA5_BARPA [-] 27.2 27.2 26.6 26.9 0.672 0.827 0.802 0.357 0.758 0.899 0.964 0.747
ERA5_CCAM [-] 26.5 26.5 26.6 26.9 -0.0188 0.338 0.992 0.790 0.770 0.867 0.991 0.838
MPI-ESM1-2-HR_BARPA [-] 27.3 27.3 26.6 26.9 0.782 1.05 1.64 0.363 0.512 0.751 0.939 0.615
MPI-ESM1-2-HR_CMIP6 [-] 27.4 27.4 26.6 27.6 0.822 1.19 2.06 0.284 0.532 0.684 0.877 0.582
NorESM2-MM_BARPA [-] 27.7 27.7 26.6 26.9 1.15 1.32 1.36 0.241 0.645 0.806 0.941 0.656
NorESM2-MM_CCAM [-] 25.4 25.4 26.6 26.9 -1.17 1.25 1.81 0.235 0.600 0.745 0.991 0.634
NorESM2-MM_CMIP6 [-] 26.9 26.9 26.6 27.1 0.369 0.670 1.20 0.448 0.693 0.838 1.00 0.734
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 [-] 18.0
ACCESS-CM2_BARPA [-] 18.7 18.8 18.0 0.705 1.54 0.402 0.866 0.769 0.974 0.993 0.874
ACCESS-CM2_CCAM [-] 18.0 18.1 18.0 0.0246 1.20 0.235 0.933 0.804 0.985 0.985 0.902
ACCESS-CM2_CMIP6 [-] 17.3 17.3 17.9 -0.647 1.37 0.330 0.859 0.807 0.979 0.960 0.882
ACCESS-ESM1-5_BARPA [-] 19.8 19.8 18.0 1.80 2.25 0.940 0.704 0.770 0.940 0.993 0.835
ACCESS-ESM1-5_CCAM [-] 18.9 18.9 18.0 0.880 1.40 0.447 0.843 0.818 0.971 0.978 0.885
ACCESS-ESM1-5_CMIP6 [-] 18.1 18.1 18.2 -0.114 1.45 0.842 0.856 0.793 0.945 0.861 0.850
CESM2_BARPA [-] 18.2 18.2 18.0 0.197 1.67 0.870 0.936 0.728 0.944 0.987 0.864
CESM2_CCAM [-] 19.1 19.1 18.0 1.08 1.73 0.900 0.810 0.773 0.941 0.999 0.859
CMCC-ESM2_BARPA [-] 19.0 19.0 18.0 0.960 1.79 0.756 0.826 0.747 0.952 0.990 0.852
CMCC-ESM2_CCAM [-] 17.8 17.8 18.0 -0.241 0.944 0.724 0.917 0.858 0.951 0.988 0.914
CMCC-ESM2_CMIP6 [-] 18.3 18.3 18.0 0.339 1.01 0.939 0.899 0.866 0.940 0.964 0.907
CNRM-ESM2-1_CCAM [-] 17.3 17.3 18.0 -0.766 1.33 0.852 0.851 0.827 0.945 0.967 0.883
CNRM-ESM2-1_CMIP6 [-] 18.7 18.7 18.3 0.451 1.04 0.919 0.905 0.847 0.941 1.00 0.908
EC-Earth3_BARPA [-] 20.8 20.8 18.0 2.73 2.90 0.466 0.586 0.829 0.970 0.996 0.842
EC-Earth3_CCAM [-] 20.3 20.3 18.0 2.29 2.38 0.0757 0.639 0.881 0.995 0.979 0.875
EC-Earth3_CMIP6 [-] 20.2 20.2 18.0 2.14 2.22 0.117 0.658 0.893 0.987 0.981 0.882
ERA5_BARPA [-] 18.6 18.6 18.1 0.536 1.30 0.0391 0.892 0.798 0.997 0.990 0.895
ERA5_CCAM [-] 17.9 18.0 18.1 -0.0978 0.638 0.00 0.928 0.912 1.00 0.981 0.946
MPI-ESM1-2-HR_BARPA [-] 18.9 19.0 18.0 0.915 1.88 0.0153 0.831 0.731 0.999 0.975 0.853
MPI-ESM1-2-HR_CMIP6 [-] 18.3 18.3 18.0 0.340 1.28 0.0613 0.901 0.800 0.993 0.994 0.897
NorESM2-MM_BARPA [-] 18.0 18.0 18.0 -0.0614 1.59 0.972 0.961 0.737 0.938 0.998 0.874
NorESM2-MM_CCAM [-] 16.2 16.3 18.0 -1.78 1.93 0.897 0.707 0.873 0.931 0.959 0.869
NorESM2-MM_CMIP6 [-] 17.5 17.5 18.0 -0.452 0.983 0.598 0.898 0.860 0.962 0.999 0.916
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 [-] 21.7
ACCESS-CM2_BARPA [-] 22.4 22.4 21.7 0.693 1.41 0.196 0.849 0.757 0.987 0.989 0.868
ACCESS-CM2_CCAM [-] 22.3 22.3 21.7 0.566 1.52 0.377 0.862 0.728 0.976 0.999 0.859
ACCESS-CM2_CMIP6 [-] 20.9 20.9 21.3 -0.374 1.30 0.805 0.891 0.749 0.947 0.991 0.865
ACCESS-ESM1-5_BARPA [-] 23.2 23.2 21.7 1.55 1.88 0.614 0.696 0.787 0.960 0.985 0.843
ACCESS-ESM1-5_CCAM [-] 22.8 22.8 21.7 1.12 1.53 0.586 0.764 0.789 0.960 0.995 0.859
ACCESS-ESM1-5_CMIP6 [-] 21.7 21.7 21.7 -0.0556 1.26 1.03 0.891 0.765 0.930 1.00 0.870
CESM2_BARPA [-] 22.3 22.3 21.7 0.616 1.58 0.954 0.862 0.722 0.939 0.969 0.843
CESM2_CCAM [-] 22.8 22.8 21.7 1.11 1.63 0.941 0.770 0.761 0.937 0.995 0.845
CMCC-ESM2_BARPA [-] 22.9 22.9 21.7 1.22 1.86 0.893 0.753 0.732 0.943 0.955 0.823
CMCC-ESM2_CCAM [-] 22.3 22.3 21.7 0.583 1.17 0.530 0.859 0.803 0.947 1.00 0.882
CMCC-ESM2_CMIP6 [-] 21.6 21.6 21.6 0.0300 1.03 0.691 0.908 0.807 0.943 0.995 0.892
CNRM-ESM2-1_CCAM [-] 20.7 20.7 21.7 -1.02 1.33 0.864 0.792 0.830 0.941 0.970 0.872
CNRM-ESM2-1_CMIP6 [-] 21.3 21.3 21.8 -0.537 0.936 1.09 0.880 0.840 0.919 1.00 0.896
EC-Earth3_BARPA [-] 23.8 23.9 21.7 2.17 2.30 0.386 0.603 0.842 0.974 0.987 0.850
EC-Earth3_CCAM [-] 23.6 23.6 21.7 1.90 2.02 0.197 0.637 0.860 0.986 0.963 0.861
EC-Earth3_CMIP6 [-] 22.7 22.7 21.6 1.03 1.26 0.372 0.794 0.856 0.958 0.982 0.889
ERA5_BARPA [-] 22.2 22.2 21.7 0.524 1.03 0.0583 0.880 0.824 0.996 0.986 0.902
ERA5_CCAM [-] 22.0 22.0 21.7 0.276 0.658 0.0177 0.897 0.897 0.999 0.991 0.936
MPI-ESM1-2-HR_BARPA [-] 22.9 22.9 21.7 1.25 1.77 0.478 0.750 0.754 0.968 0.972 0.840
MPI-ESM1-2-HR_CMIP6 [-] 22.4 22.4 21.7 0.742 1.16 0.677 0.824 0.827 0.954 0.986 0.884
NorESM2-MM_BARPA [-] 21.7 21.7 21.7 0.0285 1.61 0.783 0.943 0.696 0.949 0.987 0.854
NorESM2-MM_CCAM [-] 19.7 19.7 21.7 -2.00 2.17 1.36 0.631 0.824 0.864 0.979 0.825
NorESM2-MM_CMIP6 [-] 20.9 20.9 21.6 -0.698 1.12 0.517 0.854 0.825 0.967 0.994 0.893
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 [-] 15.6
ACCESS-CM2_BARPA [-] 15.7 15.7 15.6 0.0619 0.811 0.360 0.901 0.824 0.977 0.990 0.903
ACCESS-CM2_CCAM [-] 16.4 16.4 15.6 0.755 1.14 0.584 0.785 0.805 0.963 0.988 0.869
ACCESS-CM2_CMIP6 [-] 15.8 15.8 16.2 -0.427 0.975 0.492 0.883 0.773 0.968 0.991 0.878
ACCESS-ESM1-5_BARPA [-] 16.5 16.5 15.6 0.866 1.13 0.812 0.776 0.832 0.948 0.996 0.877
ACCESS-ESM1-5_CCAM [-] 17.1 17.1 15.6 1.49 1.66 0.667 0.647 0.819 0.957 0.989 0.846
ACCESS-ESM1-5_CMIP6 [-] 16.5 16.5 15.1 1.45 1.73 0.983 0.718 0.815 0.937 0.765 0.810
CESM2_BARPA [-] 15.0 15.0 15.6 -0.642 1.06 0.864 0.836 0.802 0.945 0.984 0.874
CESM2_CCAM [-] 16.2 16.3 15.6 0.668 1.11 0.787 0.811 0.799 0.949 0.994 0.870
CMCC-ESM2_BARPA [-] 15.7 15.7 15.6 0.0569 0.808 0.418 0.897 0.827 0.973 0.992 0.903
CMCC-ESM2_CCAM [-] 16.2 16.3 15.6 0.637 1.00 0.802 0.809 0.829 0.949 0.988 0.881
CMCC-ESM2_CMIP6 [-] 16.2 16.2 15.4 0.741 1.08 0.983 0.811 0.826 0.937 0.940 0.868
CNRM-ESM2-1_CCAM [-] 15.5 15.5 15.6 -0.107 1.19 0.565 0.891 0.736 0.964 0.999 0.865
CNRM-ESM2-1_CMIP6 [-] 16.2 16.2 15.2 1.03 1.37 0.983 0.728 0.831 0.937 0.845 0.835
EC-Earth3_BARPA [-] 17.2 17.2 15.6 1.55 1.70 0.223 0.645 0.832 0.986 0.999 0.859
EC-Earth3_CCAM [-] 18.3 18.3 15.6 2.68 2.76 0.606 0.463 0.824 0.961 0.999 0.814
EC-Earth3_CMIP6 [-] 17.5 17.5 15.7 1.80 1.95 0.460 0.618 0.838 0.955 0.739 0.798
ERA5_BARPA [-] 15.4 15.4 15.6 -0.211 0.727 0.284 0.901 0.847 0.982 0.992 0.914
ERA5_CCAM [-] 16.4 16.5 15.6 0.836 1.02 0.115 0.771 0.875 0.993 0.990 0.901
MPI-ESM1-2-HR_BARPA [-] 15.7 15.7 15.6 0.0676 1.00 0.191 0.897 0.777 0.988 0.987 0.885
MPI-ESM1-2-HR_CMIP6 [-] 15.7 15.7 15.6 0.107 1.19 0.326 0.847 0.773 0.979 0.883 0.851
NorESM2-MM_BARPA [-] 15.2 15.2 15.6 -0.437 0.916 0.898 0.875 0.815 0.942 0.990 0.887
NorESM2-MM_CCAM [-] 14.4 14.4 15.6 -1.17 1.32 0.910 0.718 0.859 0.942 0.999 0.875
NorESM2-MM_CMIP6 [-] 14.8 14.8 15.4 -0.607 0.964 0.983 0.805 0.875 0.937 0.924 0.883
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 [-] 26.2
ACCESS-CM2_BARPA [-] 27.3 27.3 26.2 1.12 1.88 1.10 0.751 0.691 0.895 0.999 0.805
ACCESS-CM2_CCAM [-] 26.2 26.3 26.2 0.0835 1.49 1.08 0.906 0.698 0.902 0.997 0.840
ACCESS-CM2_CMIP6 [-] 25.7 25.7 26.1 -0.458 1.73 1.02 0.843 0.658 0.920 0.998 0.816
ACCESS-ESM1-5_BARPA [-] 28.1 28.1 26.2 1.91 2.11 0.814 0.618 0.799 0.926 0.999 0.828
ACCESS-ESM1-5_CCAM [-] 26.5 26.6 26.2 0.379 1.06 0.531 0.899 0.791 0.962 0.993 0.888
ACCESS-ESM1-5_CMIP6 [-] 25.3 25.3 26.1 -0.704 1.51 0.458 0.817 0.730 0.970 0.976 0.845
CESM2_BARPA [-] 27.6 27.7 26.2 1.48 2.10 1.29 0.683 0.700 0.849 0.999 0.786
CESM2_CCAM [-] 26.9 26.9 26.2 0.744 1.31 0.835 0.832 0.772 0.938 1.00 0.863
CMCC-ESM2_BARPA [-] 28.2 28.2 26.2 2.06 2.61 1.71 0.594 0.673 0.769 0.999 0.742
CMCC-ESM2_CCAM [-] 26.2 26.2 26.2 0.0274 1.02 0.486 0.920 0.798 0.950 0.993 0.892
CMCC-ESM2_CMIP6 [-] 25.5 25.5 26.0 -0.517 1.40 2.82 0.833 0.752 0.525 1.00 0.772
CNRM-ESM2-1_CCAM [-] 24.1 24.1 26.2 -2.07 2.19 0.493 0.588 0.838 0.962 0.988 0.843
CNRM-ESM2-1_CMIP6 [-] 25.5 25.5 26.0 -0.518 1.16 0.483 0.827 0.809 0.957 0.936 0.868
EC-Earth3_BARPA [-] 28.0 28.0 26.2 1.83 1.99 0.512 0.648 0.832 0.964 0.986 0.852
EC-Earth3_CCAM [-] 26.3 26.3 26.2 0.144 1.17 0.478 0.843 0.810 0.965 0.905 0.867
EC-Earth3_CMIP6 [-] 26.2 26.2 26.0 0.118 1.28 0.501 0.846 0.778 0.955 0.968 0.865
ERA5_BARPA [-] 27.0 27.1 26.2 0.880 1.22 1.10 0.804 0.820 0.871 0.998 0.863
ERA5_CCAM [-] 25.6 25.6 26.2 -0.549 0.845 0.416 0.855 0.865 0.968 0.986 0.908
MPI-ESM1-2-HR_BARPA [-] 27.6 27.6 26.2 1.44 1.98 0.828 0.699 0.716 0.936 1.00 0.813
MPI-ESM1-2-HR_CMIP6 [-] 26.9 26.9 26.0 0.911 1.46 0.498 0.777 0.771 0.965 1.00 0.857
NorESM2-MM_BARPA [-] 26.5 26.5 26.2 0.326 1.75 1.28 0.901 0.665 0.857 1.00 0.817
NorESM2-MM_CCAM [-] 23.2 23.2 26.2 -2.93 3.03 0.486 0.478 0.822 0.964 0.999 0.817
NorESM2-MM_CMIP6 [-] 24.8 24.8 26.0 -1.20 1.48 0.862 0.743 0.806 0.934 0.993 0.856
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 [-] 28.3
ACCESS-CM2_BARPA [-] 29.2 29.2 28.3 0.857 1.52 0.870 0.767 0.712 0.922 0.983 0.819
ACCESS-CM2_CCAM [-] 27.4 27.4 28.3 -0.941 2.02 0.633 0.763 0.607 0.950 0.975 0.780
ACCESS-CM2_CMIP6 [-] 28.0 28.0 28.1 -0.0838 1.67 0.807 0.867 0.612 0.930 0.996 0.804
ACCESS-ESM1-5_BARPA [-] 29.9 29.9 28.3 1.53 1.76 0.410 0.633 0.788 0.956 0.989 0.831
ACCESS-ESM1-5_CCAM [-] 28.4 28.4 28.3 0.0688 1.52 0.487 0.869 0.657 0.964 0.994 0.828
ACCESS-ESM1-5_CMIP6 [-] 27.7 27.7 28.2 -0.528 1.59 0.510 0.800 0.667 0.966 0.885 0.797
CESM2_BARPA [-] 29.7 29.7 28.3 1.36 1.85 0.546 0.666 0.716 0.932 0.990 0.804
CESM2_CCAM [-] 28.8 28.7 28.3 0.416 1.59 0.667 0.850 0.653 0.948 0.998 0.820
CMCC-ESM2_BARPA [-] 30.3 30.3 28.3 1.93 2.52 4.02 0.566 0.641 0.300 0.988 0.627
CMCC-ESM2_CCAM [-] 27.8 27.8 28.3 -0.494 1.51 1.36 0.843 0.694 0.799 0.999 0.806
CMCC-ESM2_CMIP6 [-] 27.9 27.9 28.2 -0.349 1.70 2.18 0.848 0.641 0.643 0.995 0.754
CNRM-ESM2-1_CCAM [-] 26.0 25.9 28.3 -2.38 2.60 0.556 0.500 0.748 0.958 0.990 0.789
CNRM-ESM2-1_CMIP6 [-] 28.5 28.5 28.2 0.285 0.902 0.428 0.878 0.794 0.972 0.923 0.872
EC-Earth3_BARPA [-] 29.6 29.6 28.3 1.26 1.51 0.415 0.699 0.803 0.968 0.998 0.854
EC-Earth3_CCAM [-] 27.6 27.6 28.3 -0.769 1.69 0.475 0.783 0.687 0.964 0.986 0.821
EC-Earth3_CMIP6 [-] 28.2 28.2 28.2 -0.0343 1.62 0.455 0.848 0.637 0.970 0.998 0.818
ERA5_BARPA [-] 29.0 29.0 28.3 0.630 1.11 0.937 0.822 0.787 0.861 1.00 0.851
ERA5_CCAM [-] 27.6 27.6 28.3 -0.756 1.24 0.485 0.794 0.772 0.959 0.992 0.858
MPI-ESM1-2-HR_BARPA [-] 29.5 29.5 28.3 1.17 1.62 0.598 0.710 0.730 0.957 0.989 0.823
MPI-ESM1-2-HR_CMIP6 [-] 29.6 29.6 28.2 1.35 1.92 0.457 0.666 0.680 0.970 0.998 0.799
NorESM2-MM_BARPA [-] 28.3 28.2 28.3 -0.0848 1.67 3.65 0.859 0.644 0.369 0.986 0.700
NorESM2-MM_CCAM [-] 25.6 25.6 28.3 -2.76 2.92 0.577 0.454 0.762 0.958 0.981 0.783
NorESM2-MM_CMIP6 [-] 27.4 27.4 28.2 -0.854 1.28 0.471 0.775 0.778 0.961 0.992 0.856
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 [-] 15.0
ACCESS-CM2_BARPA [-] 15.5 15.6 15.0 0.600 1.08 0.862 0.864 0.826 0.945 0.993 0.891
ACCESS-CM2_CCAM [-] 15.6 15.6 15.0 0.614 1.36 0.302 0.860 0.772 0.981 0.988 0.874
ACCESS-CM2_CMIP6 [-] 14.4 14.4 14.8 -0.358 1.17 0.738 0.873 0.829 0.953 0.986 0.894
ACCESS-ESM1-5_BARPA [-] 16.5 16.6 15.0 1.62 2.00 0.838 0.693 0.770 0.946 0.988 0.834
ACCESS-ESM1-5_CCAM [-] 16.3 16.3 15.0 1.34 1.87 0.410 0.739 0.746 0.974 0.992 0.839
ACCESS-ESM1-5_CMIP6 [-] 15.3 15.3 14.9 0.434 1.41 0.493 0.841 0.796 0.968 0.852 0.851
CESM2_BARPA [-] 14.3 14.4 15.0 -0.580 1.14 0.622 0.874 0.811 0.960 0.991 0.890
CESM2_CCAM [-] 15.2 15.2 15.0 0.273 1.41 0.146 0.918 0.743 0.991 1.00 0.879
CMCC-ESM2_BARPA [-] 14.9 15.0 15.0 -0.00567 0.777 0.167 0.937 0.859 0.989 0.996 0.928
CMCC-ESM2_CCAM [-] 14.9 14.9 15.0 -0.0678 0.792 0.204 0.914 0.865 0.987 0.977 0.922
CMCC-ESM2_CMIP6 [-] 14.9 14.9 14.9 0.0364 0.837 0.542 0.883 0.880 0.965 0.989 0.920
CNRM-ESM2-1_CCAM [-] 14.9 14.9 15.0 -0.0170 1.14 0.781 0.917 0.789 0.950 0.989 0.887
CNRM-ESM2-1_CMIP6 [-] 16.2 16.2 14.9 1.28 1.55 0.835 0.739 0.830 0.946 1.00 0.869
EC-Earth3_BARPA [-] 17.6 17.6 15.0 2.66 2.78 0.252 0.548 0.835 0.984 0.986 0.838
EC-Earth3_CCAM [-] 17.7 17.7 15.0 2.71 2.79 0.174 0.541 0.861 0.989 0.995 0.849
EC-Earth3_CMIP6 [-] 17.3 17.3 14.8 2.51 2.58 0.139 0.564 0.884 0.990 0.991 0.863
ERA5_BARPA [-] 14.9 15.0 15.0 0.00319 0.518 0.0801 0.953 0.907 0.995 0.995 0.951
ERA5_CCAM [-] 15.3 15.3 15.0 0.368 0.704 0.0908 0.904 0.894 0.994 0.989 0.935
MPI-ESM1-2-HR_BARPA [-] 14.6 14.6 15.0 -0.325 0.948 0.466 0.916 0.832 0.970 0.988 0.908
MPI-ESM1-2-HR_CMIP6 [-] 14.6 14.6 14.9 -0.382 1.12 0.371 0.897 0.802 0.976 0.999 0.895
NorESM2-MM_BARPA [-] 14.7 14.7 15.0 -0.239 0.963 0.865 0.939 0.821 0.945 0.997 0.905
NorESM2-MM_CCAM [-] 13.9 13.9 15.0 -1.02 1.27 0.460 0.790 0.866 0.971 0.977 0.894
NorESM2-MM_CMIP6 [-] 14.4 14.4 14.9 -0.494 0.984 0.829 0.865 0.849 0.947 0.992 0.900
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 [-] 23.6
ACCESS-CM2_BARPA [-] 24.2 24.2 23.6 0.630 1.69 0.744 0.891 0.762 0.947 0.997 0.872
ACCESS-CM2_CCAM [-] 22.7 22.8 23.6 -0.812 1.78 0.546 0.863 0.760 0.959 0.986 0.866
ACCESS-CM2_CMIP6 [-] 22.8 22.8 23.6 -0.747 1.68 0.716 0.872 0.765 0.947 0.998 0.870
ACCESS-ESM1-5_BARPA [-] 25.4 25.4 23.6 1.84 2.31 0.777 0.719 0.783 0.945 0.998 0.846
ACCESS-ESM1-5_CCAM [-] 23.6 23.6 23.6 0.0362 1.25 0.681 0.937 0.811 0.947 0.996 0.900
ACCESS-ESM1-5_CMIP6 [-] 22.5 22.5 23.6 -1.10 1.83 0.739 0.816 0.783 0.933 0.996 0.862
CESM2_BARPA [-] 24.0 24.0 23.6 0.474 1.93 1.06 0.889 0.729 0.902 0.969 0.843
CESM2_CCAM [-] 24.2 24.2 23.6 0.615 1.92 0.882 0.886 0.732 0.933 0.999 0.856
CMCC-ESM2_BARPA [-] 24.8 24.8 23.6 1.27 2.48 0.978 0.799 0.692 0.849 0.964 0.799
CMCC-ESM2_CCAM [-] 22.5 22.5 23.6 -1.02 1.75 0.696 0.837 0.787 0.904 0.999 0.863
CMCC-ESM2_CMIP6 [-] 23.2 23.2 23.6 -0.401 1.54 1.23 0.903 0.780 0.819 0.989 0.854
CNRM-ESM2-1_CCAM [-] 21.9 21.9 23.6 -1.69 2.00 0.789 0.741 0.832 0.929 0.962 0.859
CNRM-ESM2-1_CMIP6 [-] 23.7 23.7 23.6 0.0861 1.23 1.10 0.919 0.820 0.892 0.990 0.888
EC-Earth3_BARPA [-] 26.3 26.3 23.6 2.72 2.88 0.527 0.615 0.847 0.952 0.995 0.851
EC-Earth3_CCAM [-] 25.0 25.0 23.6 1.40 2.14 0.626 0.784 0.792 0.938 0.907 0.843
EC-Earth3_CMIP6 [-] 25.2 25.2 23.5 1.67 2.23 0.863 0.747 0.796 0.901 0.945 0.837
ERA5_BARPA [-] 24.3 24.3 23.6 0.730 1.38 0.581 0.877 0.814 0.911 0.994 0.882
ERA5_CCAM [-] 23.2 23.3 23.6 -0.314 0.742 0.275 0.933 0.898 0.970 0.999 0.940
MPI-ESM1-2-HR_BARPA [-] 24.5 24.5 23.6 0.979 1.83 0.587 0.838 0.768 0.954 0.983 0.862
MPI-ESM1-2-HR_CMIP6 [-] 24.6 24.6 23.5 1.09 1.85 0.713 0.822 0.773 0.946 0.996 0.862
NorESM2-MM_BARPA [-] 22.9 22.9 23.6 -0.657 2.26 1.36 0.883 0.689 0.834 0.999 0.819
NorESM2-MM_CCAM [-] 20.2 20.3 23.6 -3.30 3.48 0.834 0.555 0.824 0.936 0.993 0.826
NorESM2-MM_CMIP6 [-] 22.7 22.7 23.6 -0.873 1.51 0.638 0.855 0.811 0.949 0.998 0.885
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 19.6
ACCESS-CM2_BARPA [-] 20.1 20.1 19.6 0.502 1.34 0.809 0.899 0.780 0.948 0.999 0.881
ACCESS-CM2_CCAM [-] 19.6 19.6 19.6 0.0253 1.30 0.208 0.932 0.776 0.987 0.991 0.892
ACCESS-CM2_CMIP6 [-] 19.0 19.0 19.5 -0.525 1.31 0.407 0.895 0.789 0.974 0.996 0.888
ACCESS-ESM1-5_BARPA [-] 21.4 21.4 19.6 1.84 2.31 0.455 0.688 0.754 0.971 0.990 0.831
ACCESS-ESM1-5_CCAM [-] 20.2 20.2 19.6 0.603 1.40 0.243 0.879 0.778 0.984 0.999 0.884
ACCESS-ESM1-5_CMIP6 [-] 19.1 19.1 19.5 -0.363 1.17 0.394 0.904 0.812 0.975 0.999 0.900
CESM2_BARPA [-] 19.4 19.4 19.6 -0.180 1.34 0.357 0.915 0.783 0.977 0.980 0.888
CESM2_CCAM [-] 19.8 19.8 19.6 0.250 1.77 0.177 0.922 0.711 0.989 1.00 0.866
CMCC-ESM2_BARPA [-] 19.9 19.9 19.6 0.341 1.60 0.196 0.910 0.748 0.987 0.973 0.873
CMCC-ESM2_CCAM [-] 18.6 18.6 19.6 -0.979 1.34 0.486 0.817 0.847 0.967 1.00 0.895
CMCC-ESM2_CMIP6 [-] 19.2 19.2 19.5 -0.364 1.00 0.720 0.908 0.845 0.948 1.00 0.909
CNRM-ESM2-1_CCAM [-] 18.6 18.6 19.6 -0.977 1.49 0.590 0.829 0.818 0.961 0.914 0.868
CNRM-ESM2-1_CMIP6 [-] 20.5 20.5 19.6 0.828 1.39 0.552 0.817 0.814 0.959 0.936 0.868
EC-Earth3_BARPA [-] 22.5 22.5 19.6 2.97 3.17 0.306 0.543 0.802 0.980 1.00 0.825
EC-Earth3_CCAM [-] 22.2 22.2 19.6 2.61 2.76 0.283 0.584 0.854 0.980 0.971 0.849
EC-Earth3_CMIP6 [-] 22.0 22.0 19.6 2.41 2.56 0.385 0.607 0.857 0.974 0.979 0.855
ERA5_BARPA [-] 19.8 19.8 19.6 0.214 0.883 0.0830 0.937 0.852 0.995 0.999 0.927
ERA5_CCAM [-] 19.8 19.8 19.6 0.242 0.661 0.0745 0.930 0.893 0.995 0.998 0.942
MPI-ESM1-2-HR_BARPA [-] 19.6 19.6 19.6 0.0108 1.32 0.317 0.944 0.775 0.978 0.994 0.893
MPI-ESM1-2-HR_CMIP6 [-] 19.6 19.6 19.5 0.0960 1.37 0.562 0.921 0.769 0.962 0.996 0.883
NorESM2-MM_BARPA [-] 19.0 19.0 19.6 -0.577 1.40 0.877 0.885 0.782 0.944 1.00 0.879
NorESM2-MM_CCAM [-] 17.2 17.2 19.6 -2.38 2.56 0.349 0.617 0.840 0.977 0.990 0.853
NorESM2-MM_CMIP6 [-] 18.7 18.7 19.5 -0.802 1.26 0.248 0.840 0.837 0.984 0.996 0.899
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 [-] 10.2
ACCESS-CM2_BARPA [-] 10.3 10.4 10.2 0.245 0.741 0.480 0.814 0.885 0.969 0.971 0.905
ACCESS-CM2_CCAM [-] 11.0 11.1 10.2 0.867 1.21 0.385 0.742 0.782 0.975 0.993 0.855
ACCESS-CM2_CMIP6 [-] 10.1 10.1 9.35 0.766 0.878 0.497 0.767 0.862 0.968 0.990 0.890
ACCESS-ESM1-5_BARPA [-] 11.1 11.2 10.2 0.991 1.22 0.422 0.713 0.827 0.973 0.976 0.863
ACCESS-ESM1-5_CCAM [-] 11.4 11.4 10.2 1.18 1.45 0.480 0.675 0.769 0.969 0.996 0.836
ACCESS-ESM1-5_CMIP6 [-] 13.5 13.5 11.7 1.81 1.98 0.00 0.474 0.717 1.00 1.00 0.782
CESM2_BARPA [-] 8.82 8.92 10.2 -1.27 1.37 0.499 0.667 0.875 0.968 0.976 0.872
CESM2_CCAM [-] 9.19 9.20 10.2 -0.983 1.29 0.348 0.720 0.785 0.978 0.997 0.853
CMCC-ESM2_BARPA [-] 9.58 9.69 10.2 -0.494 0.771 0.269 0.802 0.915 0.983 0.952 0.913
CMCC-ESM2_CCAM [-] 10.3 10.4 10.2 0.191 0.723 0.445 0.842 0.864 0.971 0.971 0.902
CMCC-ESM2_CMIP6 [-] 11.6 11.6 10.8 0.785 1.13 0.488 0.781 0.798 0.969 0.631 0.796
CNRM-ESM2-1_CCAM [-] 9.79 9.79 10.2 -0.388 0.887 0.557 0.847 0.806 0.964 0.990 0.883
CNRM-ESM2-1_CMIP6 [-] 11.1 11.1 10.7 0.386 0.606 0.983 0.865 0.838 0.937 0.928 0.881
EC-Earth3_BARPA [-] 12.0 12.1 10.2 1.88 1.95 0.480 0.538 0.844 0.969 0.983 0.836
EC-Earth3_CCAM [-] 12.8 12.8 10.2 2.65 2.69 0.308 0.413 0.853 0.980 0.993 0.819
EC-Earth3_CMIP6 [-] 12.1 12.1 10.2 1.88 1.95 0.488 0.533 0.853 0.969 0.992 0.840
ERA5_BARPA [-] 9.66 9.76 10.2 -0.438 0.709 0.192 0.820 0.924 0.988 0.972 0.925
ERA5_CCAM [-] 10.6 10.7 10.2 0.458 0.822 0.407 0.825 0.844 0.974 0.986 0.895
MPI-ESM1-2-HR_BARPA [-] 9.23 9.32 10.2 -0.861 1.02 0.480 0.750 0.895 0.969 0.960 0.894
MPI-ESM1-2-HR_CMIP6 [-] 8.85 8.85 10.0 -1.16 1.33 0.659 0.694 0.843 0.958 0.814 0.830
NorESM2-MM_BARPA [-] 9.48 9.59 10.2 -0.592 0.857 0.307 0.800 0.881 0.980 0.970 0.903
NorESM2-MM_CCAM [-] 9.45 9.44 10.2 -0.740 1.07 0.154 0.773 0.815 0.990 0.998 0.878
NorESM2-MM_CMIP6 [-] 10.6 10.6 10.8 -0.253 0.618 0.488 0.904 0.851 0.969 0.921 0.899
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 [-] 8.67
ACCESS-CM2_BARPA [-] 8.54 8.57 8.67 -0.104 0.684 0.154 0.839 0.835 0.990 0.960 0.892
ACCESS-CM2_CCAM [-] 9.34 9.39 8.67 0.722 1.03 0.201 0.748 0.779 0.987 0.974 0.854
ACCESS-CM2_CMIP6 [-] 10.2 10.2 9.19 1.04 1.13 0.00 0.625 0.821 1.00 1.00 0.853
ACCESS-ESM1-5_BARPA [-] 9.13 9.15 8.67 0.477 0.894 0.154 0.799 0.790 0.990 0.962 0.866
ACCESS-ESM1-5_CCAM [-] 9.39 9.44 8.67 0.768 1.10 0.154 0.744 0.759 0.990 0.980 0.846
ACCESS-ESM1-5_CMIP6 [-] 11.7 11.7 9.13 2.61 2.77 0.00 0.384 0.735 1.00 0.710 0.713
CESM2_BARPA [-] 7.02 7.04 8.67 -1.63 1.69 0.248 0.540 0.850 0.984 0.959 0.837
CESM2_CCAM [-] 7.43 7.48 8.67 -1.19 1.38 0.123 0.640 0.777 0.992 0.977 0.833
CMCC-ESM2_BARPA [-] 7.68 7.71 8.67 -0.963 1.05 0.170 0.700 0.893 0.989 0.952 0.885
CMCC-ESM2_CCAM [-] 8.72 8.79 8.67 0.122 0.561 0.656 0.854 0.878 0.958 0.975 0.908
CMCC-ESM2_CMIP6 [-] 10.5 10.5 8.71 1.83 2.13 0.00 0.575 0.752 1.00 0.460 0.708
CNRM-ESM2-1_CCAM [-] 7.82 7.87 8.67 -0.800 1.03 0.499 0.738 0.803 0.968 0.973 0.857
CNRM-ESM2-1_CMIP6 [-] 10.5 10.5 9.55 0.926 1.08 0.00 0.709 0.818 1.00 0.712 0.811
EC-Earth3_BARPA [-] 10.3 10.3 8.67 1.65 1.75 0.154 0.530 0.805 0.990 0.970 0.820
EC-Earth3_CCAM [-] 11.2 11.2 8.67 2.57 2.63 0.123 0.371 0.807 0.992 0.977 0.791
EC-Earth3_CMIP6 [-] 11.2 11.2 8.80 2.44 2.52 0.121 0.390 0.789 0.992 0.949 0.782
ERA5_BARPA [-] 8.01 8.04 8.68 -0.638 0.731 0.154 0.774 0.943 0.990 0.962 0.923
ERA5_CCAM [-] 9.00 9.06 8.68 0.378 0.632 0.171 0.819 0.886 0.989 0.976 0.911
MPI-ESM1-2-HR_BARPA [-] 7.25 7.28 8.67 -1.39 1.45 0.154 0.603 0.873 0.990 0.942 0.856
MPI-ESM1-2-HR_CMIP6 [-] 7.98 7.98 8.77 -0.797 1.16 0.392 0.671 0.785 0.975 0.985 0.840
NorESM2-MM_BARPA [-] 7.88 7.90 8.67 -0.772 0.879 0.154 0.751 0.884 0.990 0.966 0.895
NorESM2-MM_CCAM [-] 7.66 7.69 8.67 -0.979 1.07 0.154 0.691 0.867 0.990 0.982 0.879
NorESM2-MM_CMIP6 [-] 9.50 9.50 8.71 0.792 1.09 0.00 0.761 0.810 1.00 0.773 0.831
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 [-] 11.2
ACCESS-CM2_BARPA [-] 11.7 11.4 11.2 0.167 0.760 0.393 0.855 0.861 0.975 0.971 0.904
ACCESS-CM2_CCAM [-] 12.8 12.6 11.2 1.38 1.67 0.257 0.655 0.783 0.983 0.989 0.839
ACCESS-CM2_CMIP6 [-] 12.6 12.6 12.7 -0.0786 0.800 0.663 0.810 0.859 0.957 0.867 0.870
ACCESS-ESM1-5_BARPA [-] 12.7 12.4 11.2 1.15 1.43 0.481 0.698 0.806 0.969 0.981 0.852
ACCESS-ESM1-5_CCAM [-] 13.3 13.1 11.2 1.83 2.09 0.373 0.575 0.752 0.976 0.995 0.810
ACCESS-ESM1-5_CMIP6 [-] 14.4 14.4 12.5 1.89 2.15 0.661 0.551 0.721 0.958 0.796 0.749
CESM2_BARPA [-] 10.5 10.2 11.2 -1.06 1.29 0.413 0.736 0.817 0.973 0.976 0.864
CESM2_CCAM [-] 12.0 11.8 11.2 0.521 1.33 0.383 0.812 0.723 0.975 0.995 0.846
CMCC-ESM2_BARPA [-] 11.4 11.0 11.2 -0.198 0.726 0.277 0.866 0.869 0.982 0.962 0.910
CMCC-ESM2_CCAM [-] 12.4 12.2 11.2 0.954 1.28 0.351 0.725 0.826 0.977 0.982 0.867
CMCC-ESM2_CMIP6 [-] 13.6 13.6 11.8 1.79 1.91 0.660 0.588 0.826 0.958 0.797 0.799
CNRM-ESM2-1_CCAM [-] 12.1 11.9 11.2 0.638 1.36 0.421 0.789 0.727 0.973 0.991 0.841
CNRM-ESM2-1_CMIP6 [-] 12.4 12.4 10.9 1.49 1.59 0.330 0.622 0.849 0.979 1.00 0.860
EC-Earth3_BARPA [-] 13.4 13.1 11.2 1.89 2.00 0.277 0.562 0.841 0.982 0.977 0.841
EC-Earth3_CCAM [-] 14.8 14.6 11.2 3.36 3.43 0.529 0.363 0.823 0.966 0.988 0.792
EC-Earth3_CMIP6 [-] 14.2 14.2 11.6 2.57 2.64 0.577 0.454 0.832 0.963 0.946 0.806
ERA5_BARPA [-] 11.2 10.9 11.2 -0.327 0.666 0.228 0.856 0.910 0.985 0.974 0.927
ERA5_CCAM [-] 12.6 12.4 11.2 1.12 1.28 0.426 0.699 0.878 0.973 0.986 0.883
MPI-ESM1-2-HR_BARPA [-] 11.2 10.8 11.2 -0.435 0.968 0.287 0.847 0.820 0.982 0.942 0.882
MPI-ESM1-2-HR_CMIP6 [-] 11.2 11.2 11.2 -0.0398 1.42 0.323 0.797 0.703 0.979 0.978 0.832
NorESM2-MM_BARPA [-] 11.1 10.8 11.2 -0.441 0.761 0.577 0.849 0.882 0.963 0.971 0.909
NorESM2-MM_CCAM [-] 11.2 11.0 11.2 -0.226 0.858 0.395 0.853 0.839 0.975 0.997 0.900
NorESM2-MM_CMIP6 [-] 11.7 11.7 11.8 -0.0748 0.600 0.497 0.864 0.910 0.968 0.896 0.910
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 [-] 12.0
ACCESS-CM2_BARPA [-] 12.8 12.8 12.0 0.800 1.07 0.125 0.761 0.796 0.992 0.944 0.858
ACCESS-CM2_CCAM [-] 13.7 13.6 12.0 1.60 1.94 0.147 0.586 0.696 0.991 0.996 0.793
ACCESS-CM2_CMIP6 [-] 12.3 12.3 12.1 0.190 0.562 0.00 0.886 0.836 1.00 0.791 0.870
ACCESS-ESM1-5_BARPA [-] 13.5 13.6 12.0 1.53 1.77 0.113 0.597 0.748 0.993 0.968 0.811
ACCESS-ESM1-5_CCAM [-] 13.7 13.7 12.0 1.63 1.95 0.147 0.580 0.700 0.991 1.00 0.794
ACCESS-ESM1-5_CMIP6 [-] 13.3 13.3 12.1 1.20 1.41 0.492 0.694 0.807 0.968 0.488 0.753
CESM2_BARPA [-] 11.2 11.3 12.0 -0.774 1.00 0.136 0.774 0.814 0.991 0.961 0.871
CESM2_CCAM [-] 12.1 12.1 12.0 0.0378 1.12 0.701 0.925 0.699 0.955 0.996 0.855
CMCC-ESM2_BARPA [-] 11.8 11.8 12.0 -0.202 0.436 0.509 0.919 0.900 0.967 0.957 0.929
CMCC-ESM2_CCAM [-] 12.7 12.7 12.0 0.661 0.902 0.599 0.802 0.826 0.962 1.00 0.883
CMCC-ESM2_CMIP6 [-] 12.8 12.8 12.5 0.276 0.434 0.00 0.899 0.901 1.00 0.992 0.938
CNRM-ESM2-1_CCAM [-] 12.6 12.6 12.0 0.593 1.15 0.125 0.815 0.730 0.992 1.00 0.853
CNRM-ESM2-1_CMIP6 [-] 13.4 13.4 12.2 1.26 1.32 0.00 0.589 0.857 1.00 1.00 0.860
EC-Earth3_BARPA [-] 14.7 14.8 12.0 2.75 2.83 0.204 0.396 0.806 0.987 0.957 0.790
EC-Earth3_CCAM [-] 15.5 15.4 12.0 3.42 3.48 0.294 0.318 0.807 0.981 1.00 0.783
EC-Earth3_CMIP6 [-] 14.7 14.7 12.1 2.55 2.61 0.410 0.412 0.833 0.974 0.848 0.780
ERA5_BARPA [-] 12.2 12.3 12.0 0.229 0.442 0.498 0.893 0.917 0.968 0.940 0.927
ERA5_CCAM [-] 13.2 13.2 12.0 1.12 1.22 0.317 0.688 0.854 0.980 0.996 0.874
MPI-ESM1-2-HR_BARPA [-] 11.5 11.6 12.0 -0.425 0.733 0.0680 0.868 0.828 0.996 0.957 0.895
MPI-ESM1-2-HR_CMIP6 [-] 11.6 11.6 12.0 -0.442 1.01 0.00 0.865 0.740 1.00 0.629 0.795
NorESM2-MM_BARPA [-] 11.9 12.0 12.0 -0.0250 0.495 0.125 0.935 0.868 0.992 0.958 0.924
NorESM2-MM_CCAM [-] 11.7 11.7 12.0 -0.350 0.743 0.125 0.875 0.829 0.992 0.998 0.905
NorESM2-MM_CMIP6 [-] 12.5 12.5 12.5 -0.0456 0.430 0.00 0.960 0.874 1.00 0.996 0.941
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 [-] 15.8
ACCESS-CM2_BARPA [-] 16.1 16.1 15.8 0.308 0.903 0.727 0.900 0.799 0.953 0.998 0.890
ACCESS-CM2_CCAM [-] 16.5 16.5 15.8 0.642 1.21 0.500 0.829 0.756 0.968 0.994 0.861
ACCESS-CM2_CMIP6 [-] 15.8 15.8 15.7 0.0919 0.807 0.497 0.912 0.769 0.968 0.982 0.880
ACCESS-ESM1-5_BARPA [-] 17.0 16.9 15.8 1.12 1.44 0.720 0.727 0.787 0.954 0.998 0.850
ACCESS-ESM1-5_CCAM [-] 16.7 16.7 15.8 0.859 1.27 0.479 0.784 0.775 0.969 1.00 0.861
ACCESS-ESM1-5_CMIP6 [-] 15.8 15.8 15.2 0.624 0.914 0.328 0.856 0.841 0.979 0.823 0.868
CESM2_BARPA [-] 14.8 14.7 15.8 -1.07 1.26 0.713 0.737 0.854 0.954 0.991 0.878
CESM2_CCAM [-] 15.6 15.6 15.8 -0.254 1.07 0.264 0.896 0.767 0.983 0.993 0.881
CMCC-ESM2_BARPA [-] 15.2 15.2 15.8 -0.614 0.852 0.400 0.839 0.873 0.974 0.992 0.910
CMCC-ESM2_CCAM [-] 15.6 15.6 15.8 -0.240 0.708 0.372 0.908 0.850 0.976 0.999 0.917
CMCC-ESM2_CMIP6 [-] 15.5 15.5 15.5 -0.0665 1.04 0.424 0.781 0.867 0.973 0.949 0.887
CNRM-ESM2-1_CCAM [-] 15.9 15.9 15.8 0.0644 0.937 0.660 0.921 0.778 0.958 0.997 0.886
CNRM-ESM2-1_CMIP6 [-] 17.6 17.6 16.1 1.48 1.73 0.790 0.662 0.780 0.949 0.920 0.818
EC-Earth3_BARPA [-] 18.2 18.1 15.8 2.31 2.40 0.460 0.517 0.846 0.970 0.989 0.834
EC-Earth3_CCAM [-] 18.4 18.4 15.8 2.63 2.70 0.205 0.472 0.846 0.987 0.990 0.828
EC-Earth3_CMIP6 [-] 17.7 17.7 15.6 2.11 2.17 0.445 0.537 0.862 0.971 0.898 0.826
ERA5_BARPA [-] 15.6 15.6 15.8 -0.218 0.490 0.204 0.918 0.912 0.987 0.994 0.945
ERA5_CCAM [-] 16.1 16.2 15.8 0.330 0.620 0.231 0.886 0.885 0.985 0.997 0.928
MPI-ESM1-2-HR_BARPA [-] 15.2 15.2 15.8 -0.648 0.978 0.206 0.832 0.830 0.987 0.994 0.894
MPI-ESM1-2-HR_CMIP6 [-] 15.7 15.7 15.8 -0.0935 0.766 0.545 0.926 0.811 0.965 0.987 0.900
NorESM2-MM_BARPA [-] 15.2 15.2 15.8 -0.599 0.965 0.727 0.844 0.829 0.953 0.999 0.891
NorESM2-MM_CCAM [-] 14.2 14.2 15.8 -1.63 1.71 0.640 0.628 0.876 0.959 0.989 0.866
NorESM2-MM_CMIP6 [-] 14.9 14.9 15.5 -0.607 0.998 0.563 0.817 0.845 0.964 0.999 0.894
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 [-] 16.9
ACCESS-CM2_BARPA [-] 17.0 17.1 16.9 0.171 0.929 0.674 0.926 0.812 0.957 0.994 0.900
ACCESS-CM2_CCAM [-] 17.5 17.5 16.9 0.576 1.35 0.101 0.851 0.762 0.994 0.984 0.870
ACCESS-CM2_CMIP6 [-] 16.7 16.7 16.8 -0.126 1.12 0.379 0.904 0.772 0.976 0.982 0.881
ACCESS-ESM1-5_BARPA [-] 18.4 18.5 16.9 1.55 2.02 0.601 0.687 0.742 0.961 1.00 0.827
ACCESS-ESM1-5_CCAM [-] 17.8 17.8 16.9 0.925 1.49 0.281 0.794 0.767 0.982 0.994 0.861
ACCESS-ESM1-5_CMIP6 [-] 17.5 17.5 16.9 0.662 1.16 0.00 0.849 0.804 1.00 0.990 0.889
CESM2_BARPA [-] 16.3 16.3 16.9 -0.592 1.09 0.348 0.864 0.819 0.978 0.996 0.895
CESM2_CCAM [-] 16.7 16.7 16.9 -0.215 1.38 0.228 0.912 0.741 0.985 0.995 0.875
CMCC-ESM2_BARPA [-] 16.6 16.7 16.9 -0.222 1.04 0.347 0.925 0.807 0.978 0.993 0.902
CMCC-ESM2_CCAM [-] 16.6 16.6 16.9 -0.285 0.981 0.443 0.874 0.843 0.971 0.998 0.906
CMCC-ESM2_CMIP6 [-] 16.8 16.8 16.7 0.0546 0.828 0.0764 0.882 0.863 0.995 0.986 0.918
CNRM-ESM2-1_CCAM [-] 16.0 16.0 16.9 -0.879 1.51 0.426 0.819 0.769 0.973 0.947 0.855
CNRM-ESM2-1_CMIP6 [-] 17.4 17.4 16.9 0.513 1.22 0.345 0.855 0.771 0.978 0.982 0.871
EC-Earth3_BARPA [-] 19.2 19.2 16.9 2.28 2.48 0.720 0.575 0.801 0.954 0.997 0.826
EC-Earth3_CCAM [-] 19.6 19.6 16.9 2.72 2.83 0.139 0.519 0.827 0.991 0.984 0.830
EC-Earth3_CMIP6 [-] 19.1 19.1 17.0 2.17 2.28 0.542 0.590 0.847 0.955 0.983 0.845
ERA5_BARPA [-] 16.5 16.6 16.9 -0.349 0.591 0.0477 0.912 0.914 0.997 0.994 0.946
ERA5_CCAM [-] 17.3 17.3 16.9 0.345 0.807 0.510 0.882 0.867 0.967 0.986 0.914
MPI-ESM1-2-HR_BARPA [-] 15.9 15.9 16.9 -1.00 1.32 0.740 0.787 0.822 0.953 1.00 0.877
MPI-ESM1-2-HR_CMIP6 [-] 16.3 16.3 17.0 -0.617 1.24 0.753 0.858 0.786 0.952 0.993 0.875
NorESM2-MM_BARPA [-] 16.5 16.5 16.9 -0.372 0.842 0.559 0.903 0.855 0.964 0.994 0.914
NorESM2-MM_CCAM [-] 15.6 15.6 16.9 -1.32 1.60 0.750 0.738 0.827 0.952 0.981 0.865
NorESM2-MM_CMIP6 [-] 16.4 16.4 16.7 -0.333 0.858 0.567 0.884 0.845 0.964 0.999 0.907
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 [-] 26.7
ACCESS-CM2_BARPA [-] 27.9 27.9 26.7 1.19 1.51 0.675 0.564 0.708 0.948 0.953 0.776
ACCESS-CM2_CCAM [-] 27.5 27.4 26.7 0.758 1.64 0.821 0.704 0.538 0.942 0.990 0.742
ACCESS-CM2_CMIP6 [-] 26.5 26.5 26.0 0.514 1.10 1.42 0.775 0.605 0.823 0.997 0.761
ACCESS-ESM1-5_BARPA [-] 28.3 28.3 26.7 1.66 1.78 0.345 0.469 0.790 0.975 0.968 0.798
ACCESS-ESM1-5_CCAM [-] 28.1 28.0 26.7 1.37 1.63 0.378 0.539 0.699 0.972 0.989 0.780
ACCESS-ESM1-5_CMIP6 [-] 28.2 28.2 27.4 0.853 1.23 0.256 0.616 0.594 0.983 0.605 0.678
CESM2_BARPA [-] 28.3 28.3 26.7 1.64 1.78 0.404 0.471 0.792 0.970 0.965 0.798
CESM2_CCAM [-] 27.7 27.6 26.7 0.922 1.21 0.334 0.660 0.741 0.975 0.994 0.822
CMCC-ESM2_BARPA [-] 28.2 28.2 26.7 1.51 1.74 0.427 0.499 0.752 0.961 0.953 0.783
CMCC-ESM2_CCAM [-] 27.2 27.1 26.7 0.417 0.780 0.329 0.775 0.812 0.976 0.988 0.873
CMCC-ESM2_CMIP6 [-] 27.3 27.3 27.1 0.217 0.916 0.331 0.786 0.698 0.978 0.964 0.825
CNRM-ESM2-1_CCAM [-] 25.3 25.2 26.7 -1.46 1.66 0.384 0.519 0.702 0.972 0.993 0.777
CNRM-ESM2-1_CMIP6 [-] 27.4 27.4 27.4 -0.0485 0.989 0.339 0.719 0.642 0.978 0.827 0.761
EC-Earth3_BARPA [-] 27.4 27.4 26.7 0.695 0.883 0.301 0.708 0.825 0.976 0.998 0.867
EC-Earth3_CCAM [-] 26.7 26.6 26.7 -0.0688 0.977 0.241 0.733 0.763 0.982 0.920 0.832
EC-Earth3_CMIP6 [-] 26.8 26.8 26.8 -0.0492 1.03 0.368 0.785 0.670 0.976 0.992 0.819
ERA5_BARPA [-] 27.3 27.4 26.7 0.680 0.920 0.346 0.693 0.813 0.977 0.983 0.856
ERA5_CCAM [-] 26.9 26.8 26.7 0.115 0.776 0.473 0.775 0.807 0.967 0.977 0.867
MPI-ESM1-2-HR_BARPA [-] 27.4 27.4 26.7 0.737 1.26 0.499 0.650 0.708 0.965 0.948 0.796
MPI-ESM1-2-HR_CMIP6 [-] 28.1 28.1 26.5 1.61 1.88 0.202 0.471 0.632 0.987 0.994 0.743
NorESM2-MM_BARPA [-] 27.5 27.6 26.7 0.885 1.17 0.484 0.644 0.760 0.968 0.988 0.824
NorESM2-MM_CCAM [-] 25.3 25.2 26.7 -1.46 1.62 0.975 0.542 0.748 0.907 0.989 0.787
NorESM2-MM_CMIP6 [-] 26.6 26.6 27.1 -0.484 1.18 0.340 0.683 0.677 0.964 0.945 0.789

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
BIAS
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
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

All Models

Benchmark
Data not available
Data not available
ACCESS-CM2_BARPA
Data not available
Data not available
ACCESS-CM2_CCAM
Data not available
Data not available
ACCESS-CM2_CMIP6
Data not available
Data not available
ACCESS-ESM1-5_BARPA
Data not available
Data not available
ACCESS-ESM1-5_CCAM
Data not available
Data not available
ACCESS-ESM1-5_CMIP6
Data not available
Data not available
CESM2_BARPA
Data not available
Data not available
CESM2_CCAM
Data not available
Data not available
CMCC-ESM2_BARPA
Data not available
Data not available
CMCC-ESM2_CCAM
Data not available
Data not available
CMCC-ESM2_CMIP6
Data not available
Data not available
CNRM-ESM2-1_CCAM
Data not available
Data not available
CNRM-ESM2-1_CMIP6
Data not available
Data not available
EC-Earth3_BARPA
Data not available
Data not available
EC-Earth3_CCAM
Data not available
Data not available
EC-Earth3_CMIP6
Data not available
Data not available
ERA5_BARPA
Data not available
Data not available
ERA5_CCAM
Data not available
Data not available
MPI-ESM1-2-HR_BARPA
Data not available
Data not available
MPI-ESM1-2-HR_CMIP6
Data not available
Data not available
NorESM2-MM_BARPA
Data not available
Data not available
NorESM2-MM_CCAM
Data not available
Data not available
NorESM2-MM_CMIP6
Data not available
Data not available

Data Information

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

  History:
Tue May 14 23:04:09 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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/g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200101-20200131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200201-20200229.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200301-20200331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200401-20200430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200501-20200531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200601-20200630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200701-20200731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200801-20200831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20200901-20200930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20201001-20201031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20201101-20201130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20201201-20201231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210101-20210131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210201-20210228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210301-20210331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210401-20210430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210501-20210531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210601-20210630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210701-20210731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210801-20210831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210901-20210930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20211001-20211031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20211101-20211130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20211201-20211231.nc --variable t2m --lat_bnds -54.0 14.0 --lon_bnds 88.0 208.0 --sub_daily_agg max --drop_time_bounds TXn /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TXn/v20240411/TXn_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc

  References:
ATBD of the ECA&D indices calculation (https://knmi-ecad-assets-prd.s3.amazonaws.com/documents/atbd.pdf)

  Conventions:
CF-1.6

  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:
TXn