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 [-] 15.1
ACCESS-CM2_BARPA [-] 15.6 15.6 15.1 0.557 1.26 0.549 0.856 0.836 0.953 0.990 0.894
ACCESS-CM2_CCAM [-] 14.9 14.9 15.1 -0.188 0.983 0.389 0.886 0.869 0.970 0.995 0.918
ACCESS-CM2_CMIP6 [-] 17.6 17.6 15.1 2.42 2.55 0.265 0.618 0.855 0.981 0.998 0.862
ACCESS-ESM1-5_BARPA [-] 16.2 16.2 15.1 1.16 1.52 0.425 0.790 0.860 0.967 0.992 0.894
ACCESS-ESM1-5_CCAM [-] 15.6 15.6 15.1 0.522 1.21 0.289 0.839 0.864 0.978 0.998 0.909
ACCESS-ESM1-5_CMIP6 [-] 17.5 17.5 15.2 2.35 2.51 0.207 0.626 0.848 0.986 0.998 0.861
CESM2_BARPA [-] 14.9 14.9 15.1 -0.211 1.08 0.304 0.874 0.855 0.976 0.999 0.912
CESM2_CCAM [-] 14.5 14.5 15.1 -0.582 1.20 0.179 0.846 0.873 0.988 0.996 0.915
CMCC-ESM2_BARPA [-] 15.4 15.4 15.1 0.313 1.09 0.268 0.869 0.863 0.981 0.998 0.915
CMCC-ESM2_CCAM [-] 15.2 15.2 15.1 0.0746 1.10 0.276 0.879 0.855 0.979 0.999 0.913
CMCC-ESM2_CMIP6 [-] 18.3 18.3 15.1 3.15 3.28 0.349 0.540 0.845 0.971 0.995 0.839
CNRM-ESM2-1_CCAM [-] 13.4 13.4 15.1 -1.68 2.04 0.532 0.709 0.856 0.964 0.936 0.864
CNRM-ESM2-1_CMIP6 [-] 16.7 16.7 15.1 1.54 1.90 0.484 0.721 0.871 0.968 0.989 0.884
EC-Earth3_BARPA [-] 15.7 15.7 15.1 0.581 1.37 0.254 0.803 0.866 0.982 0.952 0.894
EC-Earth3_CCAM [-] 15.8 15.8 15.1 0.735 1.37 0.246 0.801 0.876 0.982 0.935 0.894
EC-Earth3_CMIP6 [-] 16.7 16.7 15.1 1.63 1.95 0.272 0.720 0.869 0.981 0.942 0.876
ERA5_BARPA [-] 15.3 15.3 15.1 0.175 1.02 0.271 0.877 0.870 0.980 0.989 0.917
ERA5_CCAM [-] 14.9 14.9 15.1 -0.222 1.05 0.174 0.875 0.874 0.988 0.994 0.921
MPI-ESM1-2-HR_BARPA [-] 14.9 14.9 15.1 -0.216 1.11 0.343 0.866 0.853 0.972 0.993 0.908
MPI-ESM1-2-HR_CMIP6 [-] 18.6 18.6 15.2 3.48 3.60 0.339 0.512 0.845 0.977 0.991 0.834
NorESM2-MM_BARPA [-] 15.1 15.1 15.1 0.0379 1.04 0.244 0.892 0.853 0.982 0.998 0.916
NorESM2-MM_CCAM [-] 13.5 13.5 15.1 -1.53 1.89 0.307 0.734 0.842 0.978 0.998 0.879
NorESM2-MM_CMIP6 [-] 17.8 17.8 15.1 2.73 2.88 0.281 0.585 0.842 0.982 0.991 0.848
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 [-] 11.4
ACCESS-CM2_BARPA [-] 12.7 12.7 11.4 1.34 1.52 0.0243 0.789 0.887 0.998 0.998 0.915
ACCESS-CM2_CCAM [-] 12.2 12.2 11.4 0.790 1.02 0.00711 0.868 0.901 1.00 0.996 0.937
ACCESS-CM2_CMIP6 [-] 13.4 13.4 11.4 1.99 2.07 0.00 0.702 0.919 1.00 0.980 0.902
ACCESS-ESM1-5_BARPA [-] 13.4 13.4 11.4 2.04 2.13 0.0106 0.696 0.906 0.999 0.999 0.901
ACCESS-ESM1-5_CCAM [-] 13.1 13.1 11.4 1.71 1.87 0.00711 0.739 0.879 1.00 0.994 0.900
ACCESS-ESM1-5_CMIP6 [-] 14.2 14.2 11.6 2.56 2.63 0.00 0.636 0.904 1.00 0.968 0.880
CESM2_BARPA [-] 11.9 11.9 11.4 0.583 0.944 0.0724 0.892 0.898 0.995 0.998 0.941
CESM2_CCAM [-] 11.9 11.9 11.4 0.496 0.868 0.0578 0.902 0.906 0.996 0.999 0.946
CMCC-ESM2_BARPA [-] 12.3 12.3 11.4 0.987 1.22 0.00810 0.838 0.892 0.999 0.997 0.927
CMCC-ESM2_CCAM [-] 12.1 12.1 11.4 0.728 1.06 0.135 0.875 0.883 0.991 0.989 0.929
CMCC-ESM2_CMIP6 [-] 14.8 14.8 11.4 3.43 3.51 0.0427 0.550 0.878 0.997 0.937 0.845
CNRM-ESM2-1_CCAM [-] 10.7 10.7 11.4 -0.695 1.21 0.370 0.874 0.860 0.976 0.959 0.911
CNRM-ESM2-1_CMIP6 [-] 12.7 12.7 11.6 1.08 1.28 0.718 0.831 0.895 0.954 0.994 0.916
EC-Earth3_BARPA [-] 12.5 12.5 11.4 1.14 1.25 0.0300 0.816 0.923 0.998 0.989 0.931
EC-Earth3_CCAM [-] 13.0 13.0 11.4 1.59 1.70 0.0907 0.755 0.900 0.994 0.984 0.907
EC-Earth3_CMIP6 [-] 14.4 14.4 11.4 3.04 3.11 0.00 0.582 0.892 1.00 0.989 0.869
ERA5_BARPA [-] 12.3 12.3 11.4 0.924 1.33 0.00895 0.847 0.855 0.999 0.998 0.917
ERA5_CCAM [-] 11.9 11.9 11.4 0.506 1.07 0.00711 0.905 0.858 1.00 0.986 0.929
MPI-ESM1-2-HR_BARPA [-] 11.6 11.6 11.4 0.275 0.712 0.150 0.927 0.916 0.990 0.996 0.953
MPI-ESM1-2-HR_CMIP6 [-] 15.3 15.3 11.3 3.92 4.01 0.00 0.498 0.862 1.00 0.967 0.835
NorESM2-MM_BARPA [-] 12.0 12.0 11.4 0.680 1.18 0.0567 0.882 0.855 0.996 0.997 0.924
NorESM2-MM_CCAM [-] 10.8 10.8 11.4 -0.609 1.12 0.331 0.888 0.868 0.979 0.989 0.924
NorESM2-MM_CMIP6 [-] 14.3 14.3 11.4 2.96 3.12 0.466 0.596 0.843 0.970 0.944 0.839
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 [-] 13.2
ACCESS-CM2_BARPA [-] 14.2 14.2 13.2 1.01 1.52 0.733 0.793 0.855 0.953 0.933 0.879
ACCESS-CM2_CCAM [-] 13.7 13.7 13.2 0.476 1.01 0.338 0.871 0.872 0.978 0.982 0.916
ACCESS-CM2_CMIP6 [-] 16.7 16.7 13.8 2.90 3.01 0.490 0.545 0.845 0.969 0.986 0.800
ACCESS-ESM1-5_BARPA [-] 15.0 15.0 13.2 1.80 2.08 0.508 0.699 0.849 0.967 0.944 0.860
ACCESS-ESM1-5_CCAM [-] 14.8 14.8 13.2 1.58 1.83 0.352 0.726 0.841 0.977 0.990 0.876
ACCESS-ESM1-5_CMIP6 [-] 16.4 16.4 13.3 3.18 3.30 0.227 0.528 0.849 0.985 0.953 0.831
CESM2_BARPA [-] 13.8 13.8 13.2 0.597 1.13 0.632 0.837 0.890 0.959 0.963 0.908
CESM2_CCAM [-] 13.6 13.6 13.2 0.349 0.886 0.482 0.882 0.890 0.969 0.995 0.927
CMCC-ESM2_BARPA [-] 14.1 14.1 13.2 0.825 1.26 0.139 0.806 0.894 0.991 0.938 0.902
CMCC-ESM2_CCAM [-] 13.9 13.9 13.2 0.617 1.06 0.505 0.859 0.872 0.968 0.989 0.914
CMCC-ESM2_CMIP6 [-] 16.3 16.3 13.1 3.26 3.39 0.341 0.525 0.834 0.978 0.950 0.834
CNRM-ESM2-1_CCAM [-] 11.9 11.9 13.2 -1.30 1.64 0.338 0.758 0.869 0.978 0.890 0.879
CNRM-ESM2-1_CMIP6 [-] 14.3 14.3 13.5 0.771 1.23 0.117 0.815 0.888 0.992 0.944 0.904
EC-Earth3_BARPA [-] 14.2 14.2 13.2 0.947 1.62 0.561 0.759 0.876 0.964 0.867 0.872
EC-Earth3_CCAM [-] 14.3 14.3 13.2 1.06 1.34 0.450 0.791 0.896 0.971 0.930 0.891
EC-Earth3_CMIP6 [-] 15.0 15.0 13.2 1.80 1.95 0.341 0.698 0.879 0.978 0.969 0.874
ERA5_BARPA [-] 14.0 14.0 13.3 0.749 1.24 0.313 0.819 0.882 0.980 0.947 0.900
ERA5_CCAM [-] 13.6 13.6 13.3 0.314 1.05 0.134 0.883 0.853 0.991 0.980 0.916
MPI-ESM1-2-HR_BARPA [-] 13.4 13.4 13.2 0.140 1.37 0.754 0.799 0.872 0.952 0.892 0.886
MPI-ESM1-2-HR_CMIP6 [-] 16.4 16.4 13.3 3.04 3.11 0.508 0.537 0.877 0.967 0.977 0.834
NorESM2-MM_BARPA [-] 13.9 13.9 13.2 0.645 1.15 0.374 0.840 0.877 0.976 0.964 0.908
NorESM2-MM_CCAM [-] 12.3 12.3 13.2 -0.909 1.33 0.598 0.823 0.849 0.962 0.989 0.897
NorESM2-MM_CMIP6 [-] 16.0 16.0 13.1 2.94 3.08 0.447 0.557 0.834 0.971 0.979 0.839
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 [-] 19.5
ACCESS-CM2_BARPA [-] 19.5 19.5 19.5 -0.00667 1.60 1.33 0.864 0.723 0.855 0.993 0.850
ACCESS-CM2_CCAM [-] 19.2 19.2 19.5 -0.294 1.23 0.898 0.872 0.794 0.919 0.997 0.887
ACCESS-CM2_CMIP6 [-] 22.0 22.0 19.7 2.37 2.56 0.579 0.588 0.809 0.956 0.943 0.827
ACCESS-ESM1-5_BARPA [-] 20.1 20.1 19.5 0.603 1.61 1.01 0.844 0.736 0.910 0.999 0.862
ACCESS-ESM1-5_CCAM [-] 20.5 20.5 19.5 0.964 1.58 0.569 0.807 0.771 0.954 0.993 0.872
ACCESS-ESM1-5_CMIP6 [-] 22.2 22.2 19.6 2.61 2.84 0.408 0.554 0.777 0.973 0.993 0.820
CESM2_BARPA [-] 19.2 19.2 19.5 -0.324 1.37 0.879 0.853 0.772 0.926 0.994 0.878
CESM2_CCAM [-] 19.5 19.5 19.5 -0.0444 1.32 0.395 0.886 0.769 0.973 0.998 0.897
CMCC-ESM2_BARPA [-] 19.4 19.4 19.5 -0.103 1.26 0.723 0.844 0.805 0.945 0.983 0.891
CMCC-ESM2_CCAM [-] 19.6 19.6 19.5 0.107 1.47 0.550 0.863 0.759 0.953 0.997 0.881
CMCC-ESM2_CMIP6 [-] 23.0 23.0 19.5 3.46 3.72 0.761 0.457 0.743 0.921 0.994 0.780
CNRM-ESM2-1_CCAM [-] 16.8 16.8 19.5 -2.76 2.96 0.677 0.534 0.815 0.947 0.998 0.822
CNRM-ESM2-1_CMIP6 [-] 19.7 19.7 19.6 0.138 1.27 0.324 0.806 0.849 0.978 0.877 0.876
EC-Earth3_BARPA [-] 18.6 18.6 19.5 -0.890 1.77 0.791 0.784 0.731 0.940 0.993 0.852
EC-Earth3_CCAM [-] 18.9 18.9 19.5 -0.570 1.29 0.556 0.819 0.828 0.958 0.984 0.891
EC-Earth3_CMIP6 [-] 19.8 19.8 19.6 0.275 1.27 0.491 0.841 0.817 0.962 0.989 0.898
ERA5_BARPA [-] 19.1 19.1 19.5 -0.441 1.12 0.749 0.849 0.834 0.943 0.998 0.901
ERA5_CCAM [-] 19.2 19.2 19.5 -0.365 1.25 0.441 0.859 0.808 0.969 0.993 0.898
MPI-ESM1-2-HR_BARPA [-] 18.5 18.5 19.5 -0.989 1.84 1.03 0.771 0.729 0.907 0.979 0.838
MPI-ESM1-2-HR_CMIP6 [-] 22.9 22.9 19.5 3.39 3.55 0.365 0.476 0.800 0.976 0.985 0.805
NorESM2-MM_BARPA [-] 19.4 19.4 19.5 -0.0710 1.10 0.732 0.871 0.825 0.944 0.991 0.903
NorESM2-MM_CCAM [-] 18.2 18.2 19.5 -1.28 1.83 0.708 0.736 0.776 0.947 0.997 0.856
NorESM2-MM_CMIP6 [-] 22.7 22.7 19.5 3.20 3.39 0.357 0.483 0.776 0.976 0.999 0.800
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 [-] 9.18
ACCESS-CM2_BARPA [-] 10.7 10.7 9.16 1.52 1.70 0.299 0.701 0.853 0.981 0.980 0.876
ACCESS-CM2_CCAM [-] 9.92 9.92 9.17 0.743 1.04 0.472 0.839 0.858 0.970 0.998 0.910
ACCESS-CM2_CMIP6 [-] 11.4 11.4 9.06 2.31 2.44 0.444 0.587 0.836 0.972 0.986 0.844
ACCESS-ESM1-5_BARPA [-] 11.2 11.2 9.16 2.00 2.07 0.415 0.630 0.889 0.973 0.974 0.869
ACCESS-ESM1-5_CCAM [-] 10.6 10.6 9.17 1.47 1.67 0.341 0.723 0.847 0.978 0.998 0.882
ACCESS-ESM1-5_CMIP6 [-] 11.8 11.8 9.20 2.61 2.74 0.216 0.549 0.832 0.986 0.836 0.804
CESM2_BARPA [-] 9.54 9.54 9.16 0.379 0.956 0.334 0.880 0.849 0.979 0.972 0.912
CESM2_CCAM [-] 9.00 9.00 9.17 -0.177 0.874 0.339 0.897 0.853 0.978 0.998 0.923
CMCC-ESM2_BARPA [-] 10.0 10.0 9.16 0.845 1.25 0.326 0.818 0.834 0.979 0.967 0.892
CMCC-ESM2_CCAM [-] 10.1 10.1 9.17 0.879 1.23 0.336 0.811 0.860 0.978 0.997 0.906
CMCC-ESM2_CMIP6 [-] 11.9 11.9 9.25 2.62 2.73 0.491 0.556 0.855 0.969 0.808 0.803
CNRM-ESM2-1_CCAM [-] 9.63 9.63 9.17 0.460 1.07 0.648 0.843 0.861 0.958 0.995 0.909
CNRM-ESM2-1_CMIP6 [-] 11.5 11.5 9.26 2.23 2.39 0.610 0.594 0.824 0.961 0.997 0.842
EC-Earth3_BARPA [-] 11.1 11.1 9.16 1.96 2.06 0.376 0.633 0.880 0.976 0.965 0.865
EC-Earth3_CCAM [-] 11.8 11.8 9.17 2.62 2.73 0.392 0.553 0.841 0.975 0.992 0.840
EC-Earth3_CMIP6 [-] 12.3 12.3 9.11 3.23 3.33 0.367 0.470 0.824 0.976 0.994 0.817
ERA5_BARPA [-] 10.3 10.3 9.18 1.11 1.41 0.394 0.771 0.845 0.975 0.977 0.887
ERA5_CCAM [-] 10.2 10.2 9.19 1.04 1.20 0.344 0.790 0.912 0.978 0.997 0.918
MPI-ESM1-2-HR_BARPA [-] 9.79 9.79 9.16 0.622 1.11 0.151 0.850 0.837 0.990 0.972 0.904
MPI-ESM1-2-HR_CMIP6 [-] 12.5 12.5 9.18 3.32 3.45 0.293 0.461 0.812 0.981 0.988 0.811
NorESM2-MM_BARPA [-] 9.86 9.86 9.16 0.695 1.16 0.267 0.841 0.835 0.983 0.976 0.901
NorESM2-MM_CCAM [-] 8.90 8.90 9.17 -0.274 0.983 0.364 0.830 0.894 0.977 0.997 0.921
NorESM2-MM_CMIP6 [-] 11.8 11.8 9.25 2.59 2.72 0.573 0.546 0.830 0.963 0.946 0.822
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 [-] 15.3
ACCESS-CM2_BARPA [-] 15.8 15.8 15.3 0.484 1.09 0.395 0.894 0.866 0.974 0.999 0.927
ACCESS-CM2_CCAM [-] 14.9 14.9 15.3 -0.408 0.910 0.262 0.902 0.899 0.983 0.999 0.940
ACCESS-CM2_CMIP6 [-] 17.7 17.7 15.3 2.38 2.50 0.152 0.659 0.885 0.990 0.998 0.882
ACCESS-ESM1-5_BARPA [-] 16.4 16.4 15.3 1.11 1.34 0.282 0.822 0.897 0.982 0.999 0.923
ACCESS-ESM1-5_CCAM [-] 15.4 15.4 15.3 0.133 0.976 0.197 0.883 0.904 0.987 0.980 0.939
ACCESS-ESM1-5_CMIP6 [-] 17.3 17.3 15.3 2.01 2.15 0.124 0.702 0.879 0.992 0.994 0.889
CESM2_BARPA [-] 14.9 14.9 15.3 -0.355 1.02 0.0812 0.889 0.882 0.995 0.987 0.934
CESM2_CCAM [-] 14.4 14.4 15.3 -0.899 1.24 0.0550 0.839 0.904 0.996 0.989 0.930
CMCC-ESM2_BARPA [-] 15.6 15.6 15.3 0.314 1.02 0.130 0.892 0.885 0.992 0.988 0.934
CMCC-ESM2_CCAM [-] 15.2 15.2 15.3 -0.0887 1.01 0.158 0.903 0.882 0.990 0.986 0.938
CMCC-ESM2_CMIP6 [-] 18.4 18.4 15.3 3.09 3.20 0.240 0.585 0.877 0.983 0.996 0.862
CNRM-ESM2-1_CCAM [-] 13.5 13.5 15.3 -1.83 2.05 0.554 0.732 0.869 0.964 0.956 0.876
CNRM-ESM2-1_CMIP6 [-] 17.3 17.3 15.4 1.89 2.07 0.561 0.723 0.895 0.963 0.998 0.893
EC-Earth3_BARPA [-] 16.0 16.0 15.3 0.673 1.06 0.0672 0.862 0.907 0.996 0.989 0.936
EC-Earth3_CCAM [-] 16.0 16.0 15.3 0.705 1.12 0.132 0.861 0.898 0.991 0.963 0.924
EC-Earth3_CMIP6 [-] 17.0 17.0 15.3 1.68 1.86 0.226 0.747 0.897 0.985 0.958 0.897
ERA5_BARPA [-] 15.4 15.4 15.3 0.118 0.914 0.120 0.909 0.887 0.992 0.999 0.940
ERA5_CCAM [-] 14.9 14.9 15.3 -0.450 0.992 0.0645 0.896 0.892 0.996 0.999 0.940
MPI-ESM1-2-HR_BARPA [-] 15.1 15.1 15.3 -0.154 0.894 0.106 0.905 0.895 0.993 0.998 0.943
MPI-ESM1-2-HR_CMIP6 [-] 19.0 19.0 15.3 3.74 3.85 0.334 0.524 0.863 0.977 0.969 0.841
NorESM2-MM_BARPA [-] 15.2 15.2 15.3 -0.119 1.02 0.0943 0.915 0.865 0.994 0.997 0.936
NorESM2-MM_CCAM [-] 13.4 13.4 15.3 -1.86 2.14 0.129 0.720 0.853 0.992 0.991 0.885
NorESM2-MM_CMIP6 [-] 17.9 17.9 15.3 2.59 2.73 0.182 0.639 0.877 0.988 0.971 0.871
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 [-] 7.18
ACCESS-CM2_BARPA [-] 8.74 8.74 7.23 1.51 1.66 0.229 0.625 0.841 0.985 0.996 0.859
ACCESS-CM2_CCAM [-] 7.62 7.62 7.20 0.422 0.955 0.258 0.818 0.823 0.983 0.994 0.898
ACCESS-CM2_CMIP6 [-] 11.2 11.2 8.19 3.01 3.11 0.215 0.357 0.771 0.986 0.998 0.754
ACCESS-ESM1-5_BARPA [-] 9.27 9.27 7.23 2.04 2.13 0.236 0.528 0.849 0.985 0.994 0.838
ACCESS-ESM1-5_CCAM [-] 8.11 8.11 7.20 0.908 1.18 0.250 0.740 0.838 0.984 0.995 0.885
ACCESS-ESM1-5_CMIP6 [-] 11.9 11.9 7.78 4.14 4.18 0.370 0.279 0.835 0.976 0.971 0.683
CESM2_BARPA [-] 7.49 7.49 7.23 0.263 0.912 0.470 0.796 0.871 0.970 0.996 0.904
CESM2_CCAM [-] 6.47 6.47 7.20 -0.727 1.12 0.485 0.728 0.852 0.969 0.994 0.876
CMCC-ESM2_BARPA [-] 8.18 8.18 7.23 0.959 1.20 0.435 0.733 0.869 0.972 0.996 0.893
CMCC-ESM2_CCAM [-] 7.50 7.50 7.20 0.303 0.948 0.338 0.803 0.844 0.978 0.996 0.900
CMCC-ESM2_CMIP6 [-] 10.9 10.9 7.66 3.28 3.36 0.247 0.352 0.794 0.984 0.981 0.756
CNRM-ESM2-1_CCAM [-] 7.19 7.19 7.20 -0.00620 0.904 0.257 0.811 0.842 0.983 0.997 0.900
CNRM-ESM2-1_CMIP6 [-] 10.6 10.6 7.44 3.12 3.21 0.438 0.336 0.768 0.972 0.953 0.707
EC-Earth3_BARPA [-] 9.66 9.66 7.23 2.44 2.49 0.211 0.462 0.865 0.986 0.995 0.827
EC-Earth3_CCAM [-] 9.36 9.36 7.20 2.16 2.26 0.252 0.504 0.815 0.984 0.996 0.821
EC-Earth3_CMIP6 [-] 9.87 9.87 7.34 2.53 2.64 0.257 0.437 0.795 0.983 0.982 0.797
ERA5_BARPA [-] 8.35 8.35 7.24 1.11 1.28 0.185 0.700 0.890 0.988 0.996 0.892
ERA5_CCAM [-] 7.70 7.70 7.21 0.489 0.932 0.155 0.798 0.866 0.990 0.997 0.907
MPI-ESM1-2-HR_BARPA [-] 7.97 7.97 7.23 0.739 1.14 0.222 0.762 0.840 0.986 0.995 0.894
MPI-ESM1-2-HR_CMIP6 [-] 9.14 9.14 7.10 2.04 2.19 0.358 0.515 0.829 0.977 0.995 0.814
NorESM2-MM_BARPA [-] 7.94 7.94 7.23 0.714 1.05 0.246 0.768 0.870 0.984 0.996 0.903
NorESM2-MM_CCAM [-] 6.29 6.29 7.20 -0.906 1.22 0.257 0.715 0.844 0.983 0.991 0.871
NorESM2-MM_CMIP6 [-] 10.2 10.2 7.66 2.52 2.61 0.184 0.444 0.798 0.988 0.996 0.793
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 [-] 11.1
ACCESS-CM2_BARPA [-] 11.8 11.8 11.0 0.750 0.987 0.0798 0.819 0.869 0.995 0.999 0.913
ACCESS-CM2_CCAM [-] 11.0 11.0 11.1 -0.0667 0.829 0.0923 0.897 0.840 0.994 0.999 0.918
ACCESS-CM2_CMIP6 [-] 13.6 13.6 11.2 2.39 2.62 0.00 0.545 0.789 1.00 0.747 0.762
ACCESS-ESM1-5_BARPA [-] 12.2 12.2 11.0 1.13 1.26 0.0852 0.746 0.886 0.995 0.998 0.902
ACCESS-ESM1-5_CCAM [-] 11.2 11.2 11.1 0.131 0.992 0.118 0.870 0.831 0.992 0.996 0.910
ACCESS-ESM1-5_CMIP6 [-] 13.7 13.7 11.1 2.69 2.92 0.250 0.517 0.817 0.984 0.868 0.806
CESM2_BARPA [-] 10.5 10.5 11.0 -0.550 1.05 0.275 0.849 0.817 0.982 0.993 0.898
CESM2_CCAM [-] 9.95 9.95 11.1 -1.11 1.22 0.148 0.744 0.910 0.991 0.994 0.907
CMCC-ESM2_BARPA [-] 11.0 11.0 11.0 -0.0485 0.856 0.181 0.916 0.829 0.988 0.989 0.915
CMCC-ESM2_CCAM [-] 11.0 11.0 11.1 -0.0960 0.940 0.0926 0.841 0.868 0.994 0.967 0.913
CMCC-ESM2_CMIP6 [-] 14.1 14.1 11.0 3.08 3.14 0.208 0.460 0.856 0.987 0.858 0.782
CNRM-ESM2-1_CCAM [-] 10.5 10.5 11.1 -0.597 1.24 0.0923 0.775 0.859 0.994 0.993 0.902
CNRM-ESM2-1_CMIP6 [-] 13.1 13.1 11.2 1.96 2.28 0.119 0.613 0.791 0.992 0.915 0.823
EC-Earth3_BARPA [-] 12.7 12.7 11.0 1.62 1.76 0.128 0.655 0.868 0.992 0.993 0.876
EC-Earth3_CCAM [-] 13.1 13.1 11.1 2.03 2.11 0.0573 0.600 0.867 0.996 0.990 0.858
EC-Earth3_CMIP6 [-] 13.7 13.7 11.1 2.61 2.74 0.136 0.512 0.818 0.991 0.979 0.818
ERA5_BARPA [-] 11.4 11.4 11.1 0.320 0.883 0.0853 0.897 0.837 0.995 0.999 0.920
ERA5_CCAM [-] 11.1 11.1 11.1 0.00671 0.812 0.238 0.844 0.912 0.985 0.986 0.928
MPI-ESM1-2-HR_BARPA [-] 10.7 10.7 11.0 -0.297 0.914 0.403 0.879 0.834 0.974 0.998 0.912
MPI-ESM1-2-HR_CMIP6 [-] 13.3 13.3 11.1 2.22 2.34 0.423 0.574 0.848 0.973 0.910 0.826
NorESM2-MM_BARPA [-] 11.0 11.0 11.0 -0.0956 0.862 0.0646 0.911 0.831 0.996 0.997 0.922
NorESM2-MM_CCAM [-] 9.28 9.28 11.1 -1.78 1.96 0.431 0.621 0.885 0.972 0.978 0.871
NorESM2-MM_CMIP6 [-] 13.5 13.5 11.0 2.48 2.71 0.448 0.528 0.773 0.971 0.914 0.789
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 [-] 20.8 20.8 20.4 0.322 1.30 1.33 0.835 0.674 0.855 0.992 0.821
ACCESS-CM2_CCAM [-] 20.2 20.2 20.5 -0.296 1.05 1.25 0.811 0.756 0.866 1.00 0.847
ACCESS-CM2_CMIP6 [-] 23.8 23.8 20.5 3.33 3.51 1.01 0.309 0.670 0.911 0.939 0.703
ACCESS-ESM1-5_BARPA [-] 21.5 21.5 20.4 1.04 1.65 1.37 0.694 0.652 0.845 0.995 0.781
ACCESS-ESM1-5_CCAM [-] 21.6 21.6 20.5 1.12 1.56 1.30 0.686 0.695 0.856 0.998 0.796
ACCESS-ESM1-5_CMIP6 [-] 25.2 25.2 21.9 3.27 3.45 1.02 0.251 0.631 0.932 0.975 0.690
CESM2_BARPA [-] 20.6 20.6 20.4 0.129 1.03 1.31 0.843 0.742 0.858 0.992 0.846
CESM2_CCAM [-] 20.6 20.6 20.5 0.147 1.10 0.659 0.859 0.720 0.947 0.997 0.863
CMCC-ESM2_BARPA [-] 20.4 20.4 20.4 -0.0231 0.904 1.05 0.842 0.784 0.901 0.993 0.869
CMCC-ESM2_CCAM [-] 20.2 20.2 20.5 -0.263 0.982 1.36 0.819 0.778 0.848 0.996 0.851
CMCC-ESM2_CMIP6 [-] 24.1 24.1 20.9 3.15 3.23 0.783 0.316 0.761 0.936 0.906 0.733
CNRM-ESM2-1_CCAM [-] 17.6 17.6 20.5 -2.87 2.96 0.629 0.374 0.802 0.953 0.999 0.784
CNRM-ESM2-1_CMIP6 [-] 21.9 21.9 21.5 0.335 0.758 0.853 0.819 0.809 0.924 0.885 0.853
EC-Earth3_BARPA [-] 19.6 19.6 20.4 -0.873 1.61 0.821 0.713 0.654 0.934 0.997 0.805
EC-Earth3_CCAM [-] 19.7 19.7 20.5 -0.788 1.21 0.827 0.718 0.791 0.923 0.991 0.849
EC-Earth3_CMIP6 [-] 20.4 20.4 20.5 -0.0722 0.784 0.228 0.883 0.798 0.985 0.979 0.899
ERA5_BARPA [-] 20.4 20.4 20.4 -0.0298 0.739 1.30 0.851 0.836 0.861 0.997 0.881
ERA5_CCAM [-] 20.1 20.1 20.5 -0.384 1.03 0.786 0.800 0.776 0.922 0.996 0.863
MPI-ESM1-2-HR_BARPA [-] 19.8 19.8 20.4 -0.666 1.43 1.32 0.750 0.682 0.853 0.984 0.802
MPI-ESM1-2-HR_CMIP6 [-] 22.9 22.9 20.9 1.99 2.15 0.544 0.503 0.754 0.964 0.921 0.782
NorESM2-MM_BARPA [-] 20.8 20.8 20.4 0.403 0.900 0.908 0.826 0.796 0.922 0.990 0.874
NorESM2-MM_CCAM [-] 19.5 19.5 20.5 -1.01 1.39 0.841 0.686 0.754 0.922 1.00 0.831
NorESM2-MM_CMIP6 [-] 23.8 23.8 20.9 2.91 3.10 0.684 0.341 0.683 0.954 0.890 0.713
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 [-] 16.6
ACCESS-CM2_BARPA [-] 17.9 17.9 16.6 20.4 1.33 1.91 0.896 0.611 0.715 0.904 0.981 0.785
ACCESS-CM2_CCAM [-] 17.2 17.2 16.6 19.8 0.630 1.53 0.774 0.671 0.735 0.919 0.979 0.808
ACCESS-CM2_CMIP6 [-] 19.2 19.0 16.6 20.8 2.36 2.60 0.724 0.485 0.732 0.924 0.992 0.773
ACCESS-ESM1-5_BARPA [-] 18.5 18.4 16.6 20.9 1.86 2.20 0.812 0.548 0.726 0.913 0.983 0.779
ACCESS-ESM1-5_CCAM [-] 17.8 17.8 16.6 20.3 1.21 1.78 0.716 0.620 0.737 0.923 0.976 0.799
ACCESS-ESM1-5_CMIP6 [-] 19.0 18.7 16.2 21.1 2.49 2.69 0.596 0.474 0.740 0.942 0.991 0.777
CESM2_BARPA [-] 17.2 17.1 16.6 19.7 0.553 1.68 0.703 0.629 0.747 0.925 0.957 0.801
CESM2_CCAM [-] 16.7 16.7 16.6 19.3 0.130 1.72 0.611 0.616 0.756 0.937 0.946 0.802
CMCC-ESM2_BARPA [-] 17.6 17.6 16.6 19.9 1.00 1.71 0.688 0.626 0.752 0.925 0.969 0.805
CMCC-ESM2_CCAM [-] 17.3 17.3 16.6 19.6 0.699 1.60 0.655 0.647 0.747 0.931 0.971 0.809
CMCC-ESM2_CMIP6 [-] 19.0 18.9 16.4 20.1 2.46 2.77 0.761 0.479 0.746 0.911 0.984 0.773
CNRM-ESM2-1_CCAM [-] 15.9 15.8 16.6 18.1 -0.751 1.86 0.801 0.622 0.735 0.914 0.974 0.796
CNRM-ESM2-1_CMIP6 [-] 18.2 17.9 16.2 19.7 1.68 2.10 0.765 0.582 0.772 0.919 0.986 0.806
EC-Earth3_BARPA [-] 18.3 18.2 16.6 20.7 1.67 2.20 0.727 0.540 0.731 0.918 0.974 0.779
EC-Earth3_CCAM [-] 18.2 18.1 16.6 20.5 1.56 2.04 0.734 0.567 0.738 0.916 0.974 0.787
EC-Earth3_CMIP6 [-] 18.4 18.3 16.4 20.1 1.86 2.24 0.729 0.554 0.745 0.915 0.969 0.786
ERA5_BARPA [-] 17.6 17.5 16.6 19.9 0.932 1.60 0.644 0.642 0.773 0.931 0.979 0.820
ERA5_CCAM [-] 17.1 17.1 16.6 19.4 0.496 1.44 0.574 0.674 0.775 0.939 0.981 0.829
MPI-ESM1-2-HR_BARPA [-] 17.1 17.0 16.6 19.4 0.453 1.60 0.748 0.646 0.732 0.917 0.971 0.800
MPI-ESM1-2-HR_CMIP6 [-] 19.2 19.1 16.6 20.0 2.54 2.94 0.702 0.462 0.723 0.932 0.976 0.763
NorESM2-MM_BARPA [-] 17.5 17.5 16.6 20.2 0.916 1.69 0.645 0.634 0.761 0.928 0.969 0.811
NorESM2-MM_CCAM [-] 15.6 15.6 16.6 18.1 -0.984 1.76 0.670 0.630 0.734 0.934 0.976 0.802
NorESM2-MM_CMIP6 [-] 18.7 18.5 16.4 20.1 2.12 2.47 0.660 0.515 0.756 0.932 0.983 0.789
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 [-] 24.1
ACCESS-CM2_BARPA [-] 26.4 26.4 24.0 26.9 2.35 2.73 2.14 0.276 0.577 0.702 0.897 0.606
ACCESS-CM2_CCAM [-] 25.8 25.8 24.0 26.4 1.75 2.15 1.85 0.344 0.616 0.754 0.907 0.647
ACCESS-CM2_CMIP6 [-] 27.1 26.9 24.1 27.5 2.87 3.04 1.93 0.199 0.566 0.739 0.967 0.607
ACCESS-ESM1-5_BARPA [-] 26.8 26.8 24.0 27.2 2.74 3.01 1.83 0.238 0.588 0.737 0.925 0.615
ACCESS-ESM1-5_CCAM [-] 26.5 26.5 24.0 26.9 2.41 2.62 1.70 0.272 0.616 0.766 0.971 0.648
ACCESS-ESM1-5_CMIP6 [-] 27.4 27.3 24.0 27.7 3.30 3.42 1.51 0.165 0.590 0.799 0.977 0.624
CESM2_BARPA [-] 26.4 26.3 24.0 26.9 2.31 2.66 1.70 0.273 0.627 0.775 0.882 0.637
CESM2_CCAM [-] 26.2 26.2 24.0 26.7 2.12 2.44 1.33 0.301 0.639 0.827 0.912 0.663
CMCC-ESM2_BARPA [-] 26.3 26.3 24.0 26.7 2.31 2.66 1.55 0.271 0.607 0.780 0.873 0.627
CMCC-ESM2_CCAM [-] 25.9 25.9 24.0 26.3 1.81 2.21 1.27 0.331 0.612 0.833 0.911 0.660
CMCC-ESM2_CMIP6 [-] 26.6 26.6 23.9 26.7 2.67 2.85 1.69 0.235 0.583 0.736 0.833 0.594
CNRM-ESM2-1_CCAM [-] 23.5 23.5 24.0 24.0 -0.554 1.39 1.56 0.605 0.641 0.759 0.867 0.703
CNRM-ESM2-1_CMIP6 [-] 24.9 24.7 23.6 25.4 1.09 1.62 1.71 0.545 0.645 0.717 0.969 0.704
EC-Earth3_BARPA [-] 25.7 25.7 24.0 26.1 1.71 2.34 1.83 0.327 0.569 0.728 0.847 0.608
EC-Earth3_CCAM [-] 25.3 25.3 24.0 25.8 1.29 1.85 1.90 0.406 0.617 0.716 0.898 0.651
EC-Earth3_CMIP6 [-] 25.0 24.9 24.0 25.2 0.934 1.49 1.87 0.582 0.605 0.692 0.994 0.696
ERA5_BARPA [-] 26.0 26.0 24.0 26.4 1.98 2.30 1.24 0.315 0.684 0.824 0.898 0.681
ERA5_CCAM [-] 25.4 25.4 24.1 25.9 1.35 1.76 1.12 0.429 0.699 0.847 0.940 0.723
MPI-ESM1-2-HR_BARPA [-] 25.8 25.8 24.0 26.3 1.75 2.35 1.71 0.333 0.588 0.750 0.844 0.621
MPI-ESM1-2-HR_CMIP6 [-] 26.6 26.6 24.0 26.7 2.61 2.79 1.27 0.238 0.576 0.846 0.981 0.643
NorESM2-MM_BARPA [-] 26.5 26.5 24.0 27.1 2.46 2.68 1.52 0.264 0.676 0.778 0.910 0.661
NorESM2-MM_CCAM [-] 24.4 24.4 24.0 25.0 0.342 1.25 1.45 0.635 0.644 0.818 0.967 0.741
NorESM2-MM_CMIP6 [-] 26.5 26.5 23.9 26.9 2.52 2.66 1.40 0.256 0.651 0.794 0.832 0.637
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 [-] 11.4
ACCESS-CM2_BARPA [-] 12.7 12.7 11.4 1.34 1.52 0.0243 0.789 0.887 0.998 0.998 0.912
ACCESS-CM2_CCAM [-] 12.2 12.2 11.4 0.790 1.02 0.00711 0.868 0.901 1.00 0.996 0.933
ACCESS-CM2_CMIP6 [-] 13.4 13.4 11.4 1.99 2.07 0.00 0.702 0.919 1.00 0.980 0.904
ACCESS-ESM1-5_BARPA [-] 13.4 13.4 11.4 2.04 2.13 0.0106 0.696 0.906 0.999 0.999 0.901
ACCESS-ESM1-5_CCAM [-] 13.1 13.1 11.4 1.71 1.87 0.00711 0.739 0.879 1.00 0.994 0.898
ACCESS-ESM1-5_CMIP6 [-] 14.2 14.2 11.6 2.56 2.63 0.00 0.636 0.904 1.00 0.968 0.882
CESM2_BARPA [-] 11.9 11.9 11.4 0.583 0.944 0.0724 0.892 0.898 0.995 0.998 0.936
CESM2_CCAM [-] 11.9 11.9 11.4 0.496 0.868 0.0578 0.902 0.906 0.996 0.999 0.942
CMCC-ESM2_BARPA [-] 12.3 12.3 11.4 0.987 1.22 0.00810 0.838 0.892 0.999 0.997 0.924
CMCC-ESM2_CCAM [-] 12.1 12.1 11.4 0.728 1.06 0.135 0.875 0.883 0.991 0.989 0.924
CMCC-ESM2_CMIP6 [-] 14.8 14.8 11.4 3.43 3.51 0.0427 0.550 0.878 0.997 0.937 0.848
CNRM-ESM2-1_CCAM [-] 10.7 10.7 11.4 -0.695 1.21 0.370 0.874 0.860 0.976 0.959 0.906
CNRM-ESM2-1_CMIP6 [-] 12.7 12.7 11.6 1.08 1.28 0.718 0.831 0.895 0.954 0.994 0.914
EC-Earth3_BARPA [-] 12.5 12.5 11.4 1.14 1.25 0.0300 0.816 0.923 0.998 0.989 0.930
EC-Earth3_CCAM [-] 13.0 13.0 11.4 1.59 1.70 0.0907 0.755 0.900 0.994 0.984 0.906
EC-Earth3_CMIP6 [-] 14.4 14.4 11.4 3.04 3.11 0.00 0.582 0.892 1.00 0.989 0.871
ERA5_BARPA [-] 12.3 12.3 11.4 0.924 1.33 0.00895 0.847 0.855 0.999 0.998 0.911
ERA5_CCAM [-] 11.9 11.9 11.4 0.506 1.07 0.00711 0.905 0.858 1.00 0.986 0.922
MPI-ESM1-2-HR_BARPA [-] 11.6 11.6 11.4 0.275 0.712 0.150 0.927 0.916 0.990 0.996 0.949
MPI-ESM1-2-HR_CMIP6 [-] 15.3 15.3 11.3 3.92 4.01 0.00 0.498 0.862 1.00 0.967 0.838
NorESM2-MM_BARPA [-] 12.0 12.0 11.4 0.680 1.18 0.0567 0.882 0.855 0.996 0.997 0.917
NorESM2-MM_CCAM [-] 10.8 10.8 11.4 -0.609 1.12 0.331 0.888 0.868 0.979 0.989 0.918
NorESM2-MM_CMIP6 [-] 14.3 14.3 11.4 2.96 3.12 0.466 0.596 0.843 0.970 0.944 0.839
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 [-] 14.6
ACCESS-CM2_BARPA [-] 15.2 15.2 14.6 0.568 1.29 0.894 0.855 0.836 0.943 0.878 0.869
ACCESS-CM2_CCAM [-] 15.0 15.0 14.6 0.360 0.995 0.320 0.887 0.863 0.979 0.913 0.901
ACCESS-CM2_CMIP6 [-] 17.5 17.5 14.8 2.76 2.86 0.490 0.563 0.859 0.969 0.967 0.843
ACCESS-ESM1-5_BARPA [-] 16.0 16.0 14.6 1.41 1.79 0.558 0.760 0.825 0.964 0.884 0.852
ACCESS-ESM1-5_CCAM [-] 16.2 16.2 14.6 1.52 1.82 0.349 0.742 0.824 0.978 0.933 0.860
ACCESS-ESM1-5_CMIP6 [-] 17.5 17.5 14.8 2.73 2.86 0.220 0.581 0.848 0.986 0.996 0.852
CESM2_BARPA [-] 14.9 14.9 14.6 0.244 0.978 0.733 0.876 0.879 0.953 0.928 0.903
CESM2_CCAM [-] 15.0 15.0 14.6 0.339 0.886 0.498 0.890 0.886 0.968 0.947 0.915
CMCC-ESM2_BARPA [-] 15.0 15.0 14.6 0.376 0.967 0.0284 0.863 0.897 0.998 0.898 0.911
CMCC-ESM2_CCAM [-] 15.2 15.2 14.6 0.537 1.04 0.497 0.873 0.866 0.968 0.940 0.903
CMCC-ESM2_CMIP6 [-] 18.3 18.3 14.5 3.75 3.88 0.346 0.477 0.821 0.978 0.999 0.819
CNRM-ESM2-1_CCAM [-] 12.9 12.9 14.6 -1.76 1.93 0.219 0.703 0.874 0.986 0.836 0.855
CNRM-ESM2-1_CMIP6 [-] 15.1 15.1 15.0 0.109 0.713 0.00 0.909 0.903 1.00 0.993 0.942
EC-Earth3_BARPA [-] 14.8 14.8 14.6 0.217 1.17 0.635 0.841 0.867 0.959 0.870 0.881
EC-Earth3_CCAM [-] 15.4 15.4 14.6 0.721 1.08 0.469 0.843 0.895 0.970 0.856 0.892
EC-Earth3_CMIP6 [-] 16.1 16.1 14.5 1.61 1.77 0.326 0.733 0.884 0.979 0.920 0.880
ERA5_BARPA [-] 15.0 15.0 14.6 0.356 1.01 0.282 0.867 0.884 0.982 0.897 0.903
ERA5_CCAM [-] 14.8 14.8 14.7 0.179 1.03 0.0269 0.898 0.850 0.998 0.920 0.903
MPI-ESM1-2-HR_BARPA [-] 14.1 14.1 14.6 -0.545 1.22 0.912 0.839 0.854 0.941 0.903 0.878
MPI-ESM1-2-HR_CMIP6 [-] 17.6 17.6 14.7 2.87 2.93 0.557 0.565 0.891 0.964 0.890 0.840
NorESM2-MM_BARPA [-] 14.9 14.9 14.6 0.317 0.981 0.341 0.881 0.875 0.978 0.928 0.907
NorESM2-MM_CCAM [-] 13.7 13.7 14.6 -0.950 1.40 0.607 0.823 0.837 0.961 0.927 0.877
NorESM2-MM_CMIP6 [-] 17.8 17.8 14.5 3.34 3.50 0.344 0.516 0.817 0.978 0.967 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 [-] 10.2
ACCESS-CM2_BARPA [-] 12.2 12.2 10.3 1.93 2.02 0.394 0.663 0.896 0.975 0.998 0.885
ACCESS-CM2_CCAM [-] 11.0 11.0 10.3 0.723 1.03 0.375 0.836 0.893 0.976 0.989 0.917
ACCESS-CM2_CMIP6 [-] 14.3 14.3 11.1 3.27 3.42 0.492 0.495 0.808 0.968 0.585 0.733
ACCESS-ESM1-5_BARPA [-] 12.9 12.9 10.3 2.62 2.67 0.401 0.570 0.898 0.974 0.998 0.868
ACCESS-ESM1-5_CCAM [-] 12.0 12.0 10.3 1.72 1.84 0.358 0.693 0.876 0.977 0.993 0.883
ACCESS-ESM1-5_CMIP6 [-] 13.9 13.9 9.62 4.26 4.34 0.243 0.401 0.849 0.984 0.989 0.814
CESM2_BARPA [-] 11.7 11.7 10.3 1.34 1.45 0.420 0.754 0.913 0.973 0.995 0.909
CESM2_CCAM [-] 10.7 10.7 10.3 0.371 0.886 0.447 0.865 0.900 0.971 0.995 0.926
CMCC-ESM2_BARPA [-] 12.1 12.1 10.3 1.77 1.88 0.374 0.686 0.887 0.976 0.996 0.887
CMCC-ESM2_CCAM [-] 11.1 11.1 10.3 0.785 1.09 0.521 0.829 0.884 0.967 0.992 0.911
CMCC-ESM2_CMIP6 [-] 12.4 12.4 10.2 2.26 2.41 0.330 0.620 0.860 0.979 0.983 0.860
CNRM-ESM2-1_CCAM [-] 9.95 9.95 10.3 -0.331 1.02 0.591 0.874 0.857 0.962 0.973 0.905
CNRM-ESM2-1_CMIP6 [-] 12.4 12.4 10.1 2.33 2.44 0.393 0.595 0.854 0.975 0.998 0.855
EC-Earth3_BARPA [-] 12.8 12.8 10.3 2.49 2.55 0.404 0.588 0.895 0.974 0.996 0.870
EC-Earth3_CCAM [-] 12.1 12.1 10.3 1.79 1.88 0.410 0.680 0.897 0.974 0.982 0.886
EC-Earth3_CMIP6 [-] 12.5 12.5 10.4 2.18 2.33 0.374 0.625 0.867 0.976 0.981 0.863
ERA5_BARPA [-] 11.9 11.9 10.3 1.58 1.73 0.376 0.716 0.877 0.976 0.998 0.889
ERA5_CCAM [-] 10.9 10.9 10.3 0.601 1.09 0.359 0.851 0.861 0.977 0.989 0.908
MPI-ESM1-2-HR_BARPA [-] 11.9 11.9 10.3 1.58 1.69 0.419 0.716 0.911 0.973 0.994 0.901
MPI-ESM1-2-HR_CMIP6 [-] 13.8 13.8 10.4 3.39 3.48 0.409 0.480 0.848 0.974 0.996 0.829
NorESM2-MM_BARPA [-] 11.7 11.7 10.3 1.34 1.51 0.443 0.752 0.882 0.972 0.997 0.897
NorESM2-MM_CCAM [-] 9.46 9.46 10.3 -0.823 1.18 0.581 0.824 0.875 0.963 0.975 0.902
NorESM2-MM_CMIP6 [-] 12.3 12.3 10.2 2.12 2.23 0.656 0.642 0.869 0.958 0.989 0.865
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 [-] 18.4
ACCESS-CM2_BARPA [-] 18.1 18.1 18.4 -0.319 1.51 1.08 0.869 0.742 0.898 0.996 0.849
ACCESS-CM2_CCAM [-] 18.0 18.0 18.4 -0.424 1.18 0.657 0.857 0.820 0.950 0.985 0.886
ACCESS-CM2_CMIP6 [-] 20.5 20.5 18.6 1.82 2.00 0.487 0.666 0.839 0.968 0.996 0.862
ACCESS-ESM1-5_BARPA [-] 19.0 19.0 18.4 0.533 1.55 0.921 0.862 0.746 0.919 0.995 0.854
ACCESS-ESM1-5_CCAM [-] 19.4 19.4 18.4 0.977 1.58 0.651 0.816 0.780 0.950 0.992 0.863
ACCESS-ESM1-5_CMIP6 [-] 20.9 20.9 18.5 2.48 2.72 0.461 0.577 0.776 0.969 1.00 0.820
CESM2_BARPA [-] 17.9 17.9 18.4 -0.581 1.29 0.747 0.847 0.802 0.935 0.998 0.877
CESM2_CCAM [-] 18.4 18.4 18.4 -0.0548 1.14 0.373 0.892 0.807 0.976 0.998 0.896
CMCC-ESM2_BARPA [-] 17.9 17.9 18.4 -0.546 1.13 0.452 0.845 0.842 0.969 0.999 0.899
CMCC-ESM2_CCAM [-] 18.4 18.4 18.4 0.00718 1.21 0.513 0.863 0.822 0.960 0.997 0.893
CMCC-ESM2_CMIP6 [-] 21.7 21.7 18.4 3.25 3.40 0.493 0.493 0.815 0.965 0.997 0.817
CNRM-ESM2-1_CCAM [-] 15.5 15.5 18.4 -2.93 3.08 0.464 0.521 0.853 0.969 0.984 0.836
CNRM-ESM2-1_CMIP6 [-] 17.9 17.9 18.4 -0.473 1.06 0.294 0.825 0.881 0.980 0.941 0.902
EC-Earth3_BARPA [-] 17.3 17.3 18.4 -1.14 1.82 0.630 0.766 0.742 0.955 0.999 0.841
EC-Earth3_CCAM [-] 17.9 17.9 18.4 -0.480 1.26 0.348 0.810 0.859 0.977 0.988 0.899
EC-Earth3_CMIP6 [-] 18.9 18.9 18.4 0.524 1.17 0.315 0.845 0.854 0.979 0.996 0.906
ERA5_BARPA [-] 17.8 17.8 18.4 -0.607 1.05 0.509 0.844 0.865 0.964 0.994 0.906
ERA5_CCAM [-] 18.0 18.0 18.4 -0.409 1.24 0.155 0.844 0.828 0.990 0.991 0.896
MPI-ESM1-2-HR_BARPA [-] 17.1 17.1 18.4 -1.38 2.00 1.03 0.734 0.735 0.907 0.999 0.822
MPI-ESM1-2-HR_CMIP6 [-] 21.5 21.5 18.4 3.11 3.21 0.362 0.516 0.850 0.976 0.958 0.830
NorESM2-MM_BARPA [-] 18.0 18.0 18.4 -0.408 1.02 0.482 0.868 0.848 0.966 0.996 0.905
NorESM2-MM_CCAM [-] 17.0 17.0 18.4 -1.43 1.85 0.423 0.715 0.811 0.972 0.985 0.858
NorESM2-MM_CMIP6 [-] 21.3 21.3 18.4 2.91 3.09 0.424 0.526 0.796 0.972 0.981 0.814
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 [-] 20.2
ACCESS-CM2_BARPA [-] 20.4 20.4 20.2 0.201 1.66 1.49 0.860 0.710 0.827 0.990 0.820
ACCESS-CM2_CCAM [-] 20.0 20.0 20.2 -0.207 1.26 1.06 0.883 0.777 0.899 0.984 0.864
ACCESS-CM2_CMIP6 [-] 23.0 23.0 20.3 2.72 2.92 0.638 0.538 0.789 0.949 0.904 0.794
ACCESS-ESM1-5_BARPA [-] 20.9 20.9 20.2 0.650 1.66 1.07 0.832 0.730 0.904 0.991 0.837
ACCESS-ESM1-5_CCAM [-] 21.2 21.2 20.2 0.954 1.58 0.515 0.801 0.765 0.956 0.978 0.853
ACCESS-ESM1-5_CMIP6 [-] 23.0 23.0 20.3 2.70 2.92 0.373 0.539 0.778 0.975 0.975 0.809
CESM2_BARPA [-] 20.1 20.1 20.2 -0.153 1.43 0.967 0.858 0.752 0.920 0.990 0.854
CESM2_CCAM [-] 20.2 20.2 20.2 -0.0374 1.44 0.409 0.882 0.743 0.972 0.992 0.866
CMCC-ESM2_BARPA [-] 20.4 20.4 20.2 0.192 1.35 0.902 0.843 0.781 0.929 0.996 0.866
CMCC-ESM2_CCAM [-] 20.4 20.4 20.2 0.173 1.65 0.575 0.864 0.717 0.949 0.951 0.840
CMCC-ESM2_CMIP6 [-] 23.9 23.9 20.3 3.61 3.95 0.944 0.433 0.694 0.890 0.999 0.742
CNRM-ESM2-1_CCAM [-] 17.6 17.6 20.2 -2.64 2.88 0.820 0.543 0.790 0.933 0.986 0.808
CNRM-ESM2-1_CMIP6 [-] 20.8 20.8 20.3 0.520 1.40 0.343 0.794 0.828 0.977 0.803 0.846
EC-Earth3_BARPA [-] 19.5 19.5 20.2 -0.726 1.74 0.899 0.795 0.724 0.930 0.989 0.832
EC-Earth3_CCAM [-] 19.6 19.6 20.2 -0.630 1.32 0.696 0.825 0.807 0.945 0.960 0.869
EC-Earth3_CMIP6 [-] 20.4 20.4 20.3 0.118 1.33 0.602 0.839 0.793 0.951 0.998 0.875
ERA5_BARPA [-] 19.9 19.9 20.3 -0.331 1.17 0.909 0.852 0.813 0.929 0.991 0.880
ERA5_CCAM [-] 19.9 19.9 20.3 -0.336 1.26 0.632 0.869 0.794 0.956 0.963 0.875
MPI-ESM1-2-HR_BARPA [-] 19.5 19.5 20.2 -0.730 1.74 1.03 0.795 0.726 0.908 0.979 0.826
MPI-ESM1-2-HR_CMIP6 [-] 23.8 23.8 20.2 3.58 3.77 0.368 0.448 0.767 0.975 0.930 0.778
NorESM2-MM_BARPA [-] 20.4 20.4 20.2 0.154 1.15 0.899 0.873 0.809 0.930 0.989 0.882
NorESM2-MM_CCAM [-] 19.1 19.1 20.2 -1.18 1.81 0.899 0.751 0.753 0.931 0.979 0.833
NorESM2-MM_CMIP6 [-] 23.7 23.7 20.3 3.40 3.60 0.311 0.453 0.761 0.979 0.925 0.776
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 [-] 9.18
ACCESS-CM2_BARPA [-] 10.7 10.7 9.16 1.52 1.70 0.299 0.701 0.853 0.981 0.980 0.874
ACCESS-CM2_CCAM [-] 9.92 9.92 9.17 0.743 1.04 0.472 0.839 0.858 0.970 0.998 0.905
ACCESS-CM2_CMIP6 [-] 11.4 11.4 9.06 2.31 2.44 0.444 0.587 0.836 0.972 0.986 0.843
ACCESS-ESM1-5_BARPA [-] 11.2 11.2 9.16 2.00 2.07 0.415 0.630 0.889 0.973 0.974 0.871
ACCESS-ESM1-5_CCAM [-] 10.6 10.6 9.17 1.47 1.67 0.341 0.723 0.847 0.978 0.998 0.879
ACCESS-ESM1-5_CMIP6 [-] 11.8 11.8 9.20 2.61 2.74 0.216 0.549 0.832 0.986 0.836 0.807
CESM2_BARPA [-] 9.54 9.54 9.16 0.379 0.956 0.334 0.880 0.849 0.979 0.972 0.906
CESM2_CCAM [-] 9.00 9.00 9.17 -0.177 0.874 0.339 0.897 0.853 0.978 0.998 0.916
CMCC-ESM2_BARPA [-] 10.0 10.0 9.16 0.845 1.25 0.326 0.818 0.834 0.979 0.967 0.886
CMCC-ESM2_CCAM [-] 10.1 10.1 9.17 0.879 1.23 0.336 0.811 0.860 0.978 0.997 0.901
CMCC-ESM2_CMIP6 [-] 11.9 11.9 9.25 2.62 2.73 0.491 0.556 0.855 0.969 0.808 0.808
CNRM-ESM2-1_CCAM [-] 9.63 9.63 9.17 0.460 1.07 0.648 0.843 0.861 0.958 0.995 0.904
CNRM-ESM2-1_CMIP6 [-] 11.5 11.5 9.26 2.23 2.39 0.610 0.594 0.824 0.961 0.997 0.840
EC-Earth3_BARPA [-] 11.1 11.1 9.16 1.96 2.06 0.376 0.633 0.880 0.976 0.965 0.867
EC-Earth3_CCAM [-] 11.8 11.8 9.17 2.62 2.73 0.392 0.553 0.841 0.975 0.992 0.840
EC-Earth3_CMIP6 [-] 12.3 12.3 9.11 3.23 3.33 0.367 0.470 0.824 0.976 0.994 0.818
ERA5_BARPA [-] 10.3 10.3 9.18 1.11 1.41 0.394 0.771 0.845 0.975 0.977 0.883
ERA5_CCAM [-] 10.2 10.2 9.19 1.04 1.20 0.344 0.790 0.912 0.978 0.997 0.918
MPI-ESM1-2-HR_BARPA [-] 9.79 9.79 9.16 0.622 1.11 0.151 0.850 0.837 0.990 0.972 0.897
MPI-ESM1-2-HR_CMIP6 [-] 12.5 12.5 9.18 3.32 3.45 0.293 0.461 0.812 0.981 0.988 0.811
NorESM2-MM_BARPA [-] 9.86 9.86 9.16 0.695 1.16 0.267 0.841 0.835 0.983 0.976 0.894
NorESM2-MM_CCAM [-] 8.90 8.90 9.17 -0.274 0.983 0.364 0.830 0.894 0.977 0.997 0.918
NorESM2-MM_CMIP6 [-] 11.8 11.8 9.25 2.59 2.72 0.573 0.546 0.830 0.963 0.946 0.823
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 [-] 16.5
ACCESS-CM2_BARPA [-] 17.0 17.0 16.5 0.467 1.10 0.321 0.898 0.870 0.979 0.999 0.923
ACCESS-CM2_CCAM [-] 16.2 16.2 16.5 -0.333 0.924 0.140 0.908 0.897 0.991 0.996 0.938
ACCESS-CM2_CMIP6 [-] 19.0 19.0 16.5 2.43 2.52 0.120 0.665 0.900 0.992 0.998 0.891
ACCESS-ESM1-5_BARPA [-] 17.6 17.6 16.5 1.15 1.41 0.270 0.824 0.894 0.983 0.999 0.919
ACCESS-ESM1-5_CCAM [-] 17.0 17.0 16.5 0.512 1.04 0.220 0.879 0.901 0.985 0.996 0.933
ACCESS-ESM1-5_CMIP6 [-] 18.6 18.6 16.5 2.05 2.17 0.133 0.708 0.895 0.991 0.993 0.897
CESM2_BARPA [-] 16.3 16.3 16.5 -0.145 0.963 0.0613 0.902 0.893 0.996 0.989 0.934
CESM2_CCAM [-] 15.9 15.9 16.5 -0.641 1.13 0.0338 0.876 0.892 0.998 0.997 0.931
CMCC-ESM2_BARPA [-] 17.0 17.0 16.5 0.486 1.00 0.0131 0.883 0.908 0.999 0.989 0.937
CMCC-ESM2_CCAM [-] 16.7 16.7 16.5 0.193 1.08 0.0956 0.911 0.867 0.994 0.996 0.927
CMCC-ESM2_CMIP6 [-] 19.7 19.7 16.5 3.23 3.35 0.258 0.587 0.867 0.981 0.998 0.860
CNRM-ESM2-1_CCAM [-] 14.5 14.5 16.5 -2.02 2.28 0.496 0.713 0.854 0.968 0.970 0.872
CNRM-ESM2-1_CMIP6 [-] 18.4 18.4 16.6 1.81 1.97 0.570 0.742 0.911 0.963 0.996 0.905
EC-Earth3_BARPA [-] 17.0 17.0 16.5 0.460 0.961 0.0168 0.887 0.911 0.999 0.997 0.941
EC-Earth3_CCAM [-] 17.0 17.0 16.5 0.506 1.06 0.125 0.887 0.894 0.992 0.967 0.927
EC-Earth3_CMIP6 [-] 17.9 17.9 16.5 1.41 1.65 0.276 0.794 0.901 0.981 0.963 0.908
ERA5_BARPA [-] 16.6 16.6 16.5 0.115 0.848 0.0381 0.911 0.908 0.998 0.999 0.945
ERA5_CCAM [-] 16.2 16.2 16.5 -0.333 1.03 0.0490 0.907 0.881 0.997 0.999 0.933
MPI-ESM1-2-HR_BARPA [-] 16.4 16.4 16.5 -0.0859 0.875 0.0616 0.906 0.906 0.996 0.998 0.943
MPI-ESM1-2-HR_CMIP6 [-] 20.7 20.7 16.5 4.17 4.27 0.428 0.497 0.860 0.970 0.999 0.837
NorESM2-MM_BARPA [-] 16.5 16.5 16.5 -0.0289 0.991 0.0754 0.918 0.877 0.995 0.997 0.933
NorESM2-MM_CCAM [-] 14.9 14.9 16.5 -1.64 1.98 0.102 0.759 0.849 0.993 0.998 0.890
NorESM2-MM_CMIP6 [-] 19.5 19.5 16.5 2.98 3.06 0.141 0.607 0.890 0.991 0.999 0.876
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 [-] 13.3
ACCESS-CM2_BARPA [-] 13.8 13.8 13.3 0.512 1.07 0.519 0.887 0.859 0.967 0.995 0.913
ACCESS-CM2_CCAM [-] 12.8 12.8 13.3 -0.532 0.888 0.463 0.892 0.902 0.970 0.984 0.930
ACCESS-CM2_CMIP6 [-] 15.6 15.6 13.3 2.30 2.46 0.204 0.649 0.860 0.987 0.998 0.871
ACCESS-ESM1-5_BARPA [-] 14.4 14.4 13.3 1.04 1.23 0.303 0.820 0.902 0.981 0.999 0.921
ACCESS-ESM1-5_CCAM [-] 12.8 12.8 13.3 -0.493 0.864 0.160 0.889 0.909 0.990 0.998 0.939
ACCESS-ESM1-5_CMIP6 [-] 15.2 15.2 13.3 1.94 2.13 0.110 0.692 0.854 0.993 0.980 0.875
CESM2_BARPA [-] 12.6 12.6 13.3 -0.700 1.12 0.114 0.869 0.865 0.993 0.998 0.918
CESM2_CCAM [-] 12.0 12.0 13.3 -1.32 1.42 0.0898 0.777 0.925 0.994 0.999 0.924
CMCC-ESM2_BARPA [-] 13.4 13.4 13.3 0.0297 1.06 0.323 0.908 0.846 0.979 0.995 0.915
CMCC-ESM2_CCAM [-] 12.8 12.8 13.3 -0.552 0.890 0.261 0.889 0.909 0.983 0.999 0.938
CMCC-ESM2_CMIP6 [-] 16.2 16.2 13.3 2.88 2.95 0.210 0.581 0.892 0.986 0.993 0.869
CNRM-ESM2-1_CCAM [-] 11.8 11.8 13.3 -1.50 1.69 0.650 0.765 0.895 0.958 0.870 0.876
CNRM-ESM2-1_CMIP6 [-] 15.5 15.5 13.4 2.02 2.23 0.546 0.690 0.868 0.965 0.996 0.877
EC-Earth3_BARPA [-] 14.3 14.3 13.3 1.03 1.23 0.150 0.820 0.900 0.990 0.997 0.922
EC-Earth3_CCAM [-] 14.3 14.3 13.3 1.03 1.22 0.145 0.817 0.905 0.991 0.949 0.913
EC-Earth3_CMIP6 [-] 15.4 15.4 13.3 2.10 2.21 0.144 0.672 0.891 0.991 0.976 0.884
ERA5_BARPA [-] 13.5 13.5 13.3 0.124 1.02 0.254 0.907 0.853 0.984 0.989 0.917
ERA5_CCAM [-] 12.7 12.7 13.3 -0.644 0.933 0.0899 0.878 0.910 0.994 0.982 0.935
MPI-ESM1-2-HR_BARPA [-] 13.1 13.1 13.3 -0.265 0.923 0.179 0.903 0.877 0.988 0.999 0.929
MPI-ESM1-2-HR_CMIP6 [-] 16.3 16.3 13.3 3.03 3.15 0.180 0.568 0.868 0.988 0.984 0.855
NorESM2-MM_BARPA [-] 13.1 13.1 13.3 -0.268 1.06 0.125 0.911 0.847 0.992 0.999 0.919
NorESM2-MM_CCAM [-] 11.1 11.1 13.3 -2.24 2.40 0.173 0.656 0.858 0.989 0.999 0.872
NorESM2-MM_CMIP6 [-] 15.3 15.3 13.3 1.99 2.21 0.248 0.691 0.854 0.984 0.956 0.868
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 [-] 6.03
ACCESS-CM2_BARPA [-] 7.16 7.16 6.04 1.12 1.40 0.367 0.679 0.813 0.976 0.983 0.853
ACCESS-CM2_CCAM [-] 6.15 6.15 6.07 0.0801 1.03 0.382 0.815 0.791 0.975 0.994 0.873
ACCESS-CM2_CMIP6 [-] 9.25 9.25 6.03 3.23 3.32 0.487 0.291 0.749 0.969 0.926 0.737
ACCESS-ESM1-5_BARPA [-] 7.77 7.77 6.04 1.73 1.87 0.335 0.571 0.819 0.978 0.985 0.834
ACCESS-ESM1-5_CCAM [-] 6.51 6.51 6.07 0.437 1.02 0.382 0.795 0.808 0.975 0.992 0.876
ACCESS-ESM1-5_CMIP6 [-] 12.8 12.8 8.59 4.20 4.26 0.00 0.220 0.760 1.00 1.00 0.748
CESM2_BARPA [-] 5.85 5.85 6.04 -0.192 0.869 0.434 0.802 0.855 0.972 0.978 0.892
CESM2_CCAM [-] 4.87 4.87 6.07 -1.20 1.44 0.328 0.657 0.828 0.979 0.988 0.856
CMCC-ESM2_BARPA [-] 6.58 6.58 6.04 0.540 0.985 0.323 0.774 0.850 0.979 0.990 0.889
CMCC-ESM2_CCAM [-] 5.94 5.94 6.07 -0.132 0.990 0.231 0.810 0.812 0.985 0.992 0.882
CMCC-ESM2_CMIP6 [-] 10.2 10.2 6.86 3.34 3.52 0.00 0.334 0.692 1.00 0.831 0.710
CNRM-ESM2-1_CCAM [-] 5.49 5.49 6.07 -0.580 1.17 0.382 0.762 0.793 0.975 0.993 0.863
CNRM-ESM2-1_CMIP6 [-] 10.1 10.1 7.33 2.82 3.00 0.486 0.362 0.690 0.969 0.0504 0.552
EC-Earth3_BARPA [-] 8.09 8.09 6.04 2.05 2.13 0.297 0.517 0.839 0.981 0.983 0.832
EC-Earth3_CCAM [-] 7.83 7.83 6.07 1.76 1.94 0.382 0.567 0.778 0.975 0.994 0.819
EC-Earth3_CMIP6 [-] 8.46 8.46 6.19 2.27 2.36 0.324 0.462 0.807 0.979 0.961 0.803
ERA5_BARPA [-] 6.71 6.71 6.05 0.662 1.07 0.320 0.747 0.852 0.979 0.975 0.881
ERA5_CCAM [-] 6.05 6.05 6.08 -0.0344 0.977 0.243 0.815 0.809 0.984 0.989 0.881
MPI-ESM1-2-HR_BARPA [-] 6.27 6.27 6.04 0.233 1.00 0.273 0.799 0.807 0.982 0.985 0.876
MPI-ESM1-2-HR_CMIP6 [-] 7.71 7.71 5.95 1.76 1.91 0.325 0.549 0.781 0.979 0.886 0.795
NorESM2-MM_BARPA [-] 6.38 6.38 6.04 0.339 0.951 0.367 0.791 0.841 0.976 0.987 0.888
NorESM2-MM_CCAM [-] 4.69 4.69 6.07 -1.38 1.68 0.382 0.627 0.772 0.975 0.979 0.825
NorESM2-MM_CMIP6 [-] 9.31 9.31 6.86 2.45 2.61 0.00 0.442 0.736 1.00 0.811 0.745
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 [-] 5.91
ACCESS-CM2_BARPA [-] 7.17 7.17 5.97 1.20 1.32 0.302 0.620 0.829 0.981 0.991 0.850
ACCESS-CM2_CCAM [-] 6.14 6.14 5.91 0.230 0.760 0.315 0.806 0.826 0.980 0.993 0.886
ACCESS-CM2_CMIP6 [-] 10.5 10.5 6.95 3.56 3.63 0.00 0.191 0.716 1.00 1.00 0.724
ACCESS-ESM1-5_BARPA [-] 7.71 7.71 5.97 1.74 1.82 0.296 0.494 0.818 0.981 0.990 0.820
ACCESS-ESM1-5_CCAM [-] 6.56 6.56 5.91 0.644 0.932 0.315 0.744 0.817 0.980 0.990 0.869
ACCESS-ESM1-5_CMIP6 [-] 10.5 10.5 6.06 4.48 4.53 0.487 0.180 0.770 0.969 0.105 0.559
CESM2_BARPA [-] 5.73 5.73 5.97 -0.238 0.694 0.368 0.795 0.867 0.976 0.991 0.899
CESM2_CCAM [-] 4.79 4.79 5.91 -1.12 1.24 0.603 0.628 0.857 0.961 0.987 0.858
CMCC-ESM2_BARPA [-] 6.50 6.50 5.97 0.528 0.775 0.273 0.780 0.864 0.982 0.994 0.897
CMCC-ESM2_CCAM [-] 5.77 5.77 5.91 -0.142 0.766 0.283 0.796 0.839 0.982 0.994 0.890
CMCC-ESM2_CMIP6 [-] 9.36 9.36 6.06 3.30 3.39 0.323 0.253 0.719 0.979 0.973 0.728
CNRM-ESM2-1_CCAM [-] 5.60 5.60 5.91 -0.308 0.805 0.315 0.784 0.834 0.980 0.995 0.885
CNRM-ESM2-1_CMIP6 [-] 9.75 9.75 6.90 2.85 2.93 0.323 0.302 0.750 0.979 0.894 0.735
EC-Earth3_BARPA [-] 8.26 8.26 5.97 2.28 2.33 0.291 0.395 0.838 0.981 0.991 0.808
EC-Earth3_CCAM [-] 7.92 7.92 5.91 2.01 2.08 0.315 0.443 0.798 0.980 0.993 0.803
EC-Earth3_CMIP6 [-] 8.31 8.31 6.15 2.16 2.25 0.365 0.405 0.773 0.977 0.976 0.781
ERA5_BARPA [-] 6.73 6.73 5.98 0.746 0.887 0.285 0.732 0.891 0.982 0.992 0.897
ERA5_CCAM [-] 6.09 6.09 5.92 0.167 0.708 0.290 0.810 0.849 0.981 0.990 0.896
MPI-ESM1-2-HR_BARPA [-] 6.16 6.16 5.97 0.188 0.742 0.279 0.826 0.814 0.982 0.996 0.886
MPI-ESM1-2-HR_CMIP6 [-] 7.72 7.72 6.34 1.38 1.73 0.591 0.502 0.792 0.962 0.990 0.808
NorESM2-MM_BARPA [-] 6.32 6.32 5.97 0.345 0.711 0.302 0.804 0.864 0.981 0.991 0.901
NorESM2-MM_CCAM [-] 4.73 4.73 5.91 -1.18 1.36 0.315 0.615 0.802 0.980 0.983 0.836
NorESM2-MM_CMIP6 [-] 8.44 8.44 6.06 2.38 2.46 0.323 0.376 0.765 0.979 0.995 0.776
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 [-] 7.41
ACCESS-CM2_BARPA [-] 9.48 9.48 7.50 1.98 2.10 0.316 0.600 0.856 0.980 0.978 0.854
ACCESS-CM2_CCAM [-] 8.20 8.20 7.43 0.776 1.15 0.377 0.792 0.851 0.976 0.961 0.886
ACCESS-CM2_CMIP6 [-] 11.5 11.5 8.99 2.56 2.68 0.326 0.490 0.805 0.979 0.992 0.814
ACCESS-ESM1-5_BARPA [-] 10.1 10.1 7.50 2.59 2.67 0.351 0.512 0.859 0.977 0.976 0.837
ACCESS-ESM1-5_CCAM [-] 8.72 8.72 7.43 1.29 1.46 0.355 0.713 0.873 0.977 0.956 0.878
ACCESS-ESM1-5_CMIP6 [-] 13.2 13.2 8.49 4.72 4.74 0.656 0.286 0.880 0.958 0.814 0.763
CESM2_BARPA [-] 8.40 8.40 7.50 0.899 1.22 0.247 0.758 0.889 0.984 0.979 0.900
CESM2_CCAM [-] 7.33 7.33 7.43 -0.0922 0.888 0.409 0.832 0.878 0.974 0.950 0.902
CMCC-ESM2_BARPA [-] 9.17 9.17 7.50 1.67 1.79 0.288 0.650 0.890 0.982 0.990 0.880
CMCC-ESM2_CCAM [-] 8.24 8.24 7.43 0.812 1.11 0.376 0.793 0.868 0.976 0.979 0.897
CMCC-ESM2_CMIP6 [-] 12.0 12.0 7.86 4.11 4.18 0.328 0.327 0.815 0.979 0.997 0.787
CNRM-ESM2-1_CCAM [-] 7.61 7.61 7.43 0.185 0.911 0.376 0.843 0.864 0.976 0.972 0.904
CNRM-ESM2-1_CMIP6 [-] 10.7 10.7 7.31 3.42 3.49 0.660 0.382 0.811 0.958 0.827 0.758
EC-Earth3_BARPA [-] 10.4 10.4 7.50 2.90 2.96 0.302 0.470 0.870 0.981 0.989 0.836
EC-Earth3_CCAM [-] 9.75 9.75 7.43 2.33 2.41 0.363 0.542 0.849 0.977 0.981 0.840
EC-Earth3_CMIP6 [-] 10.2 10.2 7.45 2.78 2.92 0.413 0.491 0.817 0.973 0.969 0.813
ERA5_BARPA [-] 9.08 9.08 7.52 1.57 1.70 0.222 0.667 0.893 0.986 0.976 0.883
ERA5_CCAM [-] 8.19 8.19 7.44 0.746 1.11 0.146 0.800 0.862 0.991 0.963 0.895
MPI-ESM1-2-HR_BARPA [-] 8.93 8.93 7.50 1.42 1.63 0.348 0.689 0.862 0.978 0.991 0.877
MPI-ESM1-2-HR_CMIP6 [-] 10.0 10.0 7.08 2.92 2.99 0.166 0.475 0.859 0.989 0.797 0.796
NorESM2-MM_BARPA [-] 8.78 8.78 7.50 1.28 1.47 0.362 0.710 0.882 0.977 0.987 0.888
NorESM2-MM_CCAM [-] 6.82 6.82 7.43 -0.604 1.09 0.376 0.800 0.865 0.976 0.931 0.887
NorESM2-MM_CMIP6 [-] 10.8 10.8 7.86 2.98 3.04 0.328 0.459 0.845 0.979 0.996 0.825
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 [-] 8.37
ACCESS-CM2_BARPA [-] 9.74 9.74 8.38 1.36 1.48 0.00 0.629 0.846 1.00 0.999 0.864
ACCESS-CM2_CCAM [-] 8.69 8.69 8.40 0.285 0.799 0.00 0.859 0.801 1.00 0.996 0.892
ACCESS-CM2_CMIP6 [-] 12.3 12.3 9.13 3.16 3.26 0.00 0.314 0.766 1.00 0.768 0.723
ACCESS-ESM1-5_BARPA [-] 10.1 10.1 8.38 1.75 1.81 0.00 0.551 0.876 1.00 0.998 0.860
ACCESS-ESM1-5_CCAM [-] 9.25 9.25 8.40 0.850 1.09 0.00 0.740 0.823 1.00 0.998 0.877
ACCESS-ESM1-5_CMIP6 [-] 10.9 10.9 7.95 2.92 2.95 0.00 0.391 0.862 1.00 0.254 0.674
CESM2_BARPA [-] 8.45 8.45 8.38 0.0666 0.705 0.836 0.840 0.861 0.946 0.994 0.900
CESM2_CCAM [-] 7.39 7.39 8.40 -1.01 1.17 0.584 0.702 0.828 0.963 0.999 0.864
CMCC-ESM2_BARPA [-] 8.98 8.98 8.38 0.601 0.895 0.789 0.781 0.855 0.949 0.999 0.888
CMCC-ESM2_CCAM [-] 8.59 8.59 8.40 0.193 0.844 0.384 0.817 0.833 0.975 0.989 0.890
CMCC-ESM2_CMIP6 [-] 10.9 10.9 8.61 2.24 2.29 0.198 0.445 0.851 0.987 0.788 0.784
CNRM-ESM2-1_CCAM [-] 8.66 8.66 8.40 0.264 0.820 0.00 0.815 0.847 1.00 0.983 0.898
CNRM-ESM2-1_CMIP6 [-] 13.1 13.1 9.57 3.55 3.58 0.00 0.244 0.836 1.00 1.00 0.783
EC-Earth3_BARPA [-] 10.6 10.6 8.38 2.19 2.22 0.00 0.472 0.891 1.00 0.998 0.850
EC-Earth3_CCAM [-] 10.7 10.7 8.40 2.26 2.35 0.00 0.464 0.804 1.00 0.987 0.812
EC-Earth3_CMIP6 [-] 11.1 11.1 8.51 2.63 2.73 0.00 0.390 0.781 1.00 0.987 0.788
ERA5_BARPA [-] 9.43 9.43 8.39 1.04 1.15 0.00 0.694 0.907 1.00 0.998 0.901
ERA5_CCAM [-] 9.08 9.08 8.41 0.664 0.837 0.0275 0.778 0.915 0.998 0.989 0.919
MPI-ESM1-2-HR_BARPA [-] 8.93 8.93 8.38 0.546 0.894 0.00 0.787 0.847 1.00 0.998 0.896
MPI-ESM1-2-HR_CMIP6 [-] 10.2 10.2 8.51 1.73 1.81 0.393 0.555 0.854 0.975 0.994 0.846
NorESM2-MM_BARPA [-] 8.85 8.85 8.38 0.473 0.801 0.00 0.800 0.875 1.00 0.998 0.910
NorESM2-MM_CCAM [-] 7.55 7.55 8.40 -0.853 1.06 0.00 0.720 0.884 1.00 0.997 0.897
NorESM2-MM_CMIP6 [-] 10.7 10.7 8.61 2.07 2.17 0.00 0.466 0.784 1.00 0.999 0.807
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 [-] 10.7
ACCESS-CM2_BARPA [-] 11.5 11.5 10.7 0.784 1.21 0.109 0.796 0.826 0.993 0.998 0.888
ACCESS-CM2_CCAM [-] 11.1 11.1 10.7 0.399 0.951 0.162 0.863 0.834 0.990 0.937 0.892
ACCESS-CM2_CMIP6 [-] 14.1 14.1 11.3 2.80 2.94 0.00 0.452 0.783 1.00 0.680 0.740
ACCESS-ESM1-5_BARPA [-] 11.8 11.8 10.7 1.08 1.38 0.173 0.746 0.840 0.989 0.999 0.882
ACCESS-ESM1-5_CCAM [-] 11.5 11.5 10.7 0.830 1.20 0.159 0.790 0.857 0.990 0.975 0.894
ACCESS-ESM1-5_CMIP6 [-] 12.3 12.3 10.0 2.29 2.36 0.00 0.566 0.867 1.00 0.888 0.837
CESM2_BARPA [-] 10.1 10.1 10.7 -0.618 1.29 0.784 0.822 0.775 0.950 0.999 0.864
CESM2_CCAM [-] 9.81 9.81 10.7 -0.891 1.05 0.250 0.771 0.916 0.984 0.955 0.908
CMCC-ESM2_BARPA [-] 10.5 10.5 10.7 -0.156 1.24 0.596 0.873 0.761 0.962 0.991 0.869
CMCC-ESM2_CCAM [-] 11.3 11.3 10.7 0.563 1.07 0.294 0.807 0.876 0.981 0.994 0.907
CMCC-ESM2_CMIP6 [-] 13.9 13.9 10.5 3.40 3.46 0.282 0.412 0.847 0.982 0.805 0.779
CNRM-ESM2-1_CCAM [-] 11.4 11.4 10.7 0.684 1.21 0.162 0.794 0.850 0.990 0.992 0.895
CNRM-ESM2-1_CMIP6 [-] 13.5 13.5 10.8 2.73 2.82 0.197 0.494 0.845 0.987 0.952 0.825
EC-Earth3_BARPA [-] 11.9 11.9 10.7 1.19 1.56 0.159 0.715 0.823 0.990 0.981 0.866
EC-Earth3_CCAM [-] 13.3 13.3 10.7 2.59 2.68 0.158 0.518 0.851 0.990 0.997 0.841
EC-Earth3_CMIP6 [-] 14.1 14.1 10.8 3.30 3.38 0.199 0.409 0.834 0.987 0.951 0.803
ERA5_BARPA [-] 11.2 11.2 10.7 0.452 1.10 0.146 0.846 0.813 0.991 0.996 0.892
ERA5_CCAM [-] 11.6 11.6 10.7 0.900 1.15 0.109 0.778 0.909 0.993 0.997 0.917
MPI-ESM1-2-HR_BARPA [-] 10.8 10.8 10.7 0.126 0.997 0.716 0.872 0.820 0.954 0.993 0.892
MPI-ESM1-2-HR_CMIP6 [-] 13.5 13.5 10.7 2.76 2.80 0.873 0.473 0.893 0.944 0.971 0.835
NorESM2-MM_BARPA [-] 10.6 10.6 10.7 -0.0724 1.04 0.171 0.882 0.806 0.989 0.993 0.895
NorESM2-MM_CCAM [-] 9.82 9.82 10.7 -0.875 1.41 0.140 0.720 0.866 0.991 0.984 0.886
NorESM2-MM_CMIP6 [-] 13.2 13.2 10.5 2.61 2.73 0.282 0.503 0.809 0.982 0.883 0.797
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 [-] 11.9 11.9 11.1 0.741 0.929 0.0722 0.825 0.880 0.995 0.999 0.916
ACCESS-CM2_CCAM [-] 11.0 11.0 11.2 -0.190 0.797 0.0739 0.906 0.842 0.995 0.994 0.916
ACCESS-CM2_CMIP6 [-] 13.5 13.5 11.2 2.26 2.53 0.00 0.573 0.791 1.00 0.758 0.783
ACCESS-ESM1-5_BARPA [-] 12.3 12.3 11.1 1.14 1.23 0.0622 0.746 0.898 0.996 0.998 0.907
ACCESS-ESM1-5_CCAM [-] 11.1 11.1 11.2 -0.0533 0.938 0.107 0.891 0.824 0.993 0.992 0.905
ACCESS-ESM1-5_CMIP6 [-] 14.1 14.1 11.3 2.78 3.05 0.307 0.505 0.806 0.980 0.858 0.791
CESM2_BARPA [-] 10.6 10.6 11.1 -0.532 0.992 0.143 0.856 0.828 0.991 0.991 0.899
CESM2_CCAM [-] 9.99 9.99 11.2 -1.16 1.27 0.121 0.737 0.909 0.992 0.984 0.906
CMCC-ESM2_BARPA [-] 11.1 11.1 11.1 -0.0204 0.756 0.0722 0.927 0.846 0.995 0.989 0.921
CMCC-ESM2_CCAM [-] 10.9 10.9 11.2 -0.270 0.906 0.0394 0.851 0.866 0.997 0.952 0.906
CMCC-ESM2_CMIP6 [-] 14.1 14.1 11.1 2.99 3.06 0.189 0.473 0.858 0.988 0.786 0.793
CNRM-ESM2-1_CCAM [-] 10.2 10.2 11.2 -0.935 1.25 0.0739 0.770 0.862 0.995 0.999 0.897
CNRM-ESM2-1_CMIP6 [-] 13.0 13.0 11.3 1.77 2.14 0.0995 0.642 0.777 0.994 0.908 0.820
EC-Earth3_BARPA [-] 12.9 12.9 11.1 1.74 1.82 0.119 0.639 0.880 0.992 0.999 0.878
EC-Earth3_CCAM [-] 13.0 13.0 11.2 1.88 1.96 0.0308 0.622 0.871 0.998 0.985 0.869
EC-Earth3_CMIP6 [-] 13.6 13.6 11.2 2.41 2.56 0.118 0.542 0.814 0.992 0.985 0.829
ERA5_BARPA [-] 11.4 11.4 11.2 0.286 0.828 0.0693 0.910 0.843 0.996 0.999 0.918
ERA5_CCAM [-] 10.9 10.9 11.2 -0.229 0.722 0.272 0.862 0.913 0.983 0.986 0.931
MPI-ESM1-2-HR_BARPA [-] 10.7 10.7 11.1 -0.407 0.892 0.321 0.881 0.837 0.979 0.998 0.907
MPI-ESM1-2-HR_CMIP6 [-] 13.2 13.2 11.2 2.08 2.23 0.309 0.600 0.836 0.980 0.889 0.828
NorESM2-MM_BARPA [-] 11.0 11.0 11.1 -0.102 0.817 0.0368 0.918 0.838 0.998 0.998 0.918
NorESM2-MM_CCAM [-] 9.14 9.14 11.2 -2.02 2.11 0.508 0.595 0.890 0.967 0.971 0.863
NorESM2-MM_CMIP6 [-] 13.5 13.5 11.1 2.45 2.70 0.492 0.535 0.763 0.968 0.861 0.778
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 [-] 20.8 20.8 20.4 0.322 1.30 1.33 0.835 0.674 0.855 0.992 0.806
ACCESS-CM2_CCAM [-] 20.2 20.2 20.5 -0.296 1.05 1.25 0.811 0.756 0.866 1.00 0.838
ACCESS-CM2_CMIP6 [-] 23.8 23.8 20.5 3.33 3.51 1.01 0.309 0.670 0.911 0.939 0.700
ACCESS-ESM1-5_BARPA [-] 21.5 21.5 20.4 1.04 1.65 1.37 0.694 0.652 0.845 0.995 0.768
ACCESS-ESM1-5_CCAM [-] 21.6 21.6 20.5 1.12 1.56 1.30 0.686 0.695 0.856 0.998 0.786
ACCESS-ESM1-5_CMIP6 [-] 25.2 25.2 21.9 3.27 3.45 1.02 0.251 0.631 0.932 0.975 0.684
CESM2_BARPA [-] 20.6 20.6 20.4 0.129 1.03 1.31 0.843 0.742 0.858 0.992 0.835
CESM2_CCAM [-] 20.6 20.6 20.5 0.147 1.10 0.659 0.859 0.720 0.947 0.997 0.849
CMCC-ESM2_BARPA [-] 20.4 20.4 20.4 -0.0231 0.904 1.05 0.842 0.784 0.901 0.993 0.861
CMCC-ESM2_CCAM [-] 20.2 20.2 20.5 -0.263 0.982 1.36 0.819 0.778 0.848 0.996 0.844
CMCC-ESM2_CMIP6 [-] 24.1 24.1 20.9 3.15 3.23 0.783 0.316 0.761 0.936 0.906 0.736
CNRM-ESM2-1_CCAM [-] 17.6 17.6 20.5 -2.87 2.96 0.629 0.374 0.802 0.953 0.999 0.786
CNRM-ESM2-1_CMIP6 [-] 21.9 21.9 21.5 0.335 0.758 0.853 0.819 0.809 0.924 0.885 0.849
EC-Earth3_BARPA [-] 19.6 19.6 20.4 -0.873 1.61 0.821 0.713 0.654 0.934 0.997 0.790
EC-Earth3_CCAM [-] 19.7 19.7 20.5 -0.788 1.21 0.827 0.718 0.791 0.923 0.991 0.843
EC-Earth3_CMIP6 [-] 20.4 20.4 20.5 -0.0722 0.784 0.228 0.883 0.798 0.985 0.979 0.889
ERA5_BARPA [-] 20.4 20.4 20.4 -0.0298 0.739 1.30 0.851 0.836 0.861 0.997 0.876
ERA5_CCAM [-] 20.1 20.1 20.5 -0.384 1.03 0.786 0.800 0.776 0.922 0.996 0.854
MPI-ESM1-2-HR_BARPA [-] 19.8 19.8 20.4 -0.666 1.43 1.32 0.750 0.682 0.853 0.984 0.790
MPI-ESM1-2-HR_CMIP6 [-] 22.9 22.9 20.9 1.99 2.15 0.544 0.503 0.754 0.964 0.921 0.779
NorESM2-MM_BARPA [-] 20.8 20.8 20.4 0.403 0.900 0.908 0.826 0.796 0.922 0.990 0.866
NorESM2-MM_CCAM [-] 19.5 19.5 20.5 -1.01 1.39 0.841 0.686 0.754 0.922 1.00 0.823
NorESM2-MM_CMIP6 [-] 23.8 23.8 20.9 2.91 3.10 0.684 0.341 0.683 0.954 0.890 0.710

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:
Interpolated Mean Minimum Temperature

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

  History:
Wed May 15 14:02:56 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1979-01-01 --end_date 2021-12-31 --input_files /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19110101-19111231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19130101-19131231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19140101-19141231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19150101-19151231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19160101-19161231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19170101-19171231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19180101-19181231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19190101-19191231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19200101-19201231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19210101-19211231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19220101-19221231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19230101-19231231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19240101-19241231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19250101-19251231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19260101-19261231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19270101-19271231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19280101-19281231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19290101-19291231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19300101-19301231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19310101-19311231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19320101-19321231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19330101-19331231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19340101-19341231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19350101-19351231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19360101-19361231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19370101-19371231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19380101-19381231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19390101-19391231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19400101-19401231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19410101-19411231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19420101-19421231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19430101-19431231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19440101-19441231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19450101-19451231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19460101-19461231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19470101-19471231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19480101-19481231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19490101-19491231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19500101-19501231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19510101-19511231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19520101-19521231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19530101-19531231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19540101-19541231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19550101-19551231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19560101-19561231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19570101-19571231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19580101-19581231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19590101-19591231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19600101-19601231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19610101-19611231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19620101-19621231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19630101-19631231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19640101-19641231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19650101-19651231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19660101-19661231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19670101-19671231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19680101-19681231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19690101-19691231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19700101-19701231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19710101-19711231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19720101-19721231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19730101-19731231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19740101-19741231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19750101-19751231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19760101-19761231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19770101-19771231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19780101-19781231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19790101-19791231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19800101-19801231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19810101-19811231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19820101-19821231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19830101-19831231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19840101-19841231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19850101-19851231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19860101-19861231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19870101-19871231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19880101-19881231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19890101-19891231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19900101-19901231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19910101-19911231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19920101-19921231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19930101-19931231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19940101-19941231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19950101-19951231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19960101-19961231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19970101-19971231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19980101-19981231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_19990101-19991231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20000101-20001231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20010101-20011231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20020101-20021231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20030101-20031231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20040101-20041231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20050101-20051231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20060101-20061231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20070101-20071231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20080101-20081231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20090101-20091231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20100101-20101231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20110101-20111231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20120101-20121231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20130101-20131231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20140101-20141231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20150101-20151231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20160101-20161231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20170101-20171231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20180101-20181231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20190101-20191231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20200101-20201231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20210101-20211231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20220101-20221231_daily.nc /g/data/xv83/agcd-csiro/tmin/daily/tmin_AGCD-CSIRO_r005_20230101-20231231_daily.nc --variable tmin --drop_time_bounds TN /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TN/v20240411/TN_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc

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

  Conventions:
CF-1.6

  Cdi:
Climate Data Interface version ?? (http://mpimet.mpg.de/cdi)

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

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

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

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

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

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

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

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

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

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

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

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

  Keywords_vocabulary:
GCMD Science Keywords, Version 8.1

  Standard_name_vocabulary:
CF Standard Names, v28

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

  Data_format:
netCDF4 with zlib compression

  Cdm_data_type:
Grid

  Analysis_components:
mean: the gridded temperature value

  Url:
http://www.bom.gov.au/climate/

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

  Id:
Australian Gridded Climate Data (AGCD)

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

  Naming_authority:
au.gov.bom

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

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
TN