Mean State

Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.578 1.27 0.550 0.853 0.837 0.953 0.990 0.894
ACCESS-CM2_CCAM [-] 14.9 14.9 15.1 -0.168 0.977 0.389 0.886 0.869 0.970 0.995 0.918
ACCESS-CM2_CMIP6 [-] 17.6 17.6 15.1 2.44 2.57 0.269 0.615 0.855 0.981 0.998 0.861
ACCESS-ESM1-5_BARPA [-] 16.2 16.2 15.1 1.19 1.53 0.428 0.787 0.860 0.967 0.992 0.893
ACCESS-ESM1-5_CCAM [-] 15.6 15.6 15.1 0.542 1.22 0.289 0.838 0.864 0.978 0.998 0.908
ACCESS-ESM1-5_CMIP6 [-] 17.5 17.5 15.2 2.37 2.52 0.209 0.623 0.848 0.986 0.998 0.861
CESM2_BARPA [-] 14.9 14.9 15.1 -0.191 1.09 0.302 0.873 0.855 0.977 0.999 0.912
CESM2_CCAM [-] 14.5 14.5 15.1 -0.561 1.19 0.179 0.847 0.873 0.988 0.996 0.915
CMCC-ESM2_BARPA [-] 15.4 15.4 15.1 0.333 1.10 0.270 0.867 0.863 0.981 0.998 0.914
CMCC-ESM2_CCAM [-] 15.2 15.2 15.1 0.0957 1.10 0.274 0.879 0.856 0.979 0.999 0.914
CMCC-ESM2_CMIP6 [-] 18.3 18.3 15.1 3.17 3.30 0.349 0.537 0.845 0.971 0.995 0.839
CNRM-ESM2-1_CCAM [-] 13.4 13.4 15.1 -1.66 2.03 0.529 0.710 0.857 0.964 0.936 0.865
CNRM-ESM2-1_CMIP6 [-] 16.7 16.7 15.1 1.57 1.92 0.475 0.719 0.871 0.969 0.989 0.883
EC-Earth3_BARPA [-] 15.7 15.7 15.1 0.603 1.38 0.255 0.801 0.866 0.982 0.952 0.893
EC-Earth3_CCAM [-] 15.8 15.8 15.1 0.755 1.37 0.246 0.799 0.877 0.983 0.935 0.894
EC-Earth3_CMIP6 [-] 16.7 16.7 15.1 1.65 1.96 0.272 0.717 0.869 0.981 0.942 0.875
ERA5_BARPA [-] 15.3 15.3 15.1 0.194 1.02 0.272 0.875 0.870 0.980 0.989 0.917
ERA5_CCAM [-] 14.9 14.9 15.1 -0.202 1.04 0.176 0.876 0.875 0.988 0.994 0.921
MPI-ESM1-2-HR_BARPA [-] 14.9 14.9 15.1 -0.195 1.11 0.343 0.865 0.854 0.972 0.993 0.908
MPI-ESM1-2-HR_CMIP6 [-] 18.6 18.6 15.1 3.50 3.62 0.345 0.509 0.844 0.977 0.990 0.833
NorESM2-MM_BARPA [-] 15.1 15.1 15.1 0.0573 1.05 0.242 0.891 0.854 0.983 0.998 0.916
NorESM2-MM_CCAM [-] 13.5 13.5 15.1 -1.51 1.87 0.305 0.736 0.842 0.979 0.998 0.880
NorESM2-MM_CMIP6 [-] 17.8 17.8 15.1 2.75 2.90 0.281 0.582 0.843 0.982 0.991 0.848
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.3
ACCESS-CM2_BARPA [-] 12.7 12.7 11.3 1.37 1.55 0.0283 0.784 0.888 0.998 0.999 0.914
ACCESS-CM2_CCAM [-] 12.2 12.2 11.3 0.824 1.04 0.0111 0.863 0.901 0.999 0.996 0.936
ACCESS-CM2_CMIP6 [-] 13.3 13.3 11.3 2.02 2.10 0.00 0.698 0.919 1.00 0.981 0.902
ACCESS-ESM1-5_BARPA [-] 13.4 13.4 11.3 2.08 2.16 0.0146 0.691 0.906 0.999 0.999 0.900
ACCESS-ESM1-5_CCAM [-] 13.1 13.1 11.3 1.74 1.90 0.0111 0.734 0.879 0.999 0.995 0.899
ACCESS-ESM1-5_CMIP6 [-] 14.2 14.2 11.6 2.60 2.67 0.00 0.631 0.903 1.00 0.968 0.878
CESM2_BARPA [-] 11.9 11.9 11.3 0.617 0.967 0.0764 0.887 0.897 0.995 0.998 0.939
CESM2_CCAM [-] 11.9 11.9 11.3 0.530 0.890 0.0619 0.898 0.905 0.996 0.999 0.945
CMCC-ESM2_BARPA [-] 12.3 12.3 11.3 1.02 1.24 0.0121 0.833 0.892 0.999 0.997 0.926
CMCC-ESM2_CCAM [-] 12.1 12.1 11.3 0.764 1.08 0.131 0.870 0.884 0.992 0.989 0.928
CMCC-ESM2_CMIP6 [-] 14.8 14.8 11.3 3.46 3.54 0.0838 0.546 0.879 0.995 0.936 0.843
CNRM-ESM2-1_CCAM [-] 10.7 10.7 11.3 -0.662 1.19 0.366 0.877 0.860 0.976 0.960 0.912
CNRM-ESM2-1_CMIP6 [-] 12.7 12.7 11.6 1.12 1.31 0.718 0.825 0.895 0.954 0.993 0.914
EC-Earth3_BARPA [-] 12.5 12.5 11.3 1.18 1.28 0.0340 0.811 0.923 0.998 0.989 0.930
EC-Earth3_CCAM [-] 13.0 13.0 11.3 1.62 1.73 0.0928 0.750 0.900 0.994 0.984 0.906
EC-Earth3_CMIP6 [-] 14.4 14.4 11.3 3.07 3.14 0.00 0.578 0.892 1.00 0.990 0.868
ERA5_BARPA [-] 12.3 12.3 11.3 0.958 1.35 0.0130 0.842 0.854 0.999 0.999 0.916
ERA5_CCAM [-] 11.9 11.9 11.4 0.541 1.08 0.0111 0.901 0.859 0.999 0.987 0.928
MPI-ESM1-2-HR_BARPA [-] 11.6 11.6 11.3 0.308 0.724 0.151 0.924 0.916 0.990 0.996 0.952
MPI-ESM1-2-HR_CMIP6 [-] 15.3 15.3 11.3 3.95 4.05 0.0287 0.494 0.861 0.998 0.966 0.833
NorESM2-MM_BARPA [-] 12.0 12.0 11.3 0.714 1.20 0.0526 0.877 0.855 0.997 0.997 0.923
NorESM2-MM_CCAM [-] 10.8 10.8 11.3 -0.574 1.10 0.327 0.893 0.868 0.979 0.989 0.925
NorESM2-MM_CMIP6 [-] 14.3 14.3 11.3 2.99 3.15 0.425 0.591 0.844 0.973 0.944 0.839
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 1.02 1.53 0.758 0.791 0.855 0.951 0.932 0.878
ACCESS-CM2_CCAM [-] 13.7 13.7 13.2 0.490 1.01 0.359 0.869 0.872 0.977 0.981 0.915
ACCESS-CM2_CMIP6 [-] 16.6 16.6 13.7 2.92 3.03 0.424 0.542 0.846 0.973 0.986 0.801
ACCESS-ESM1-5_BARPA [-] 15.0 15.0 13.2 1.82 2.09 0.534 0.696 0.849 0.966 0.944 0.859
ACCESS-ESM1-5_CCAM [-] 14.8 14.8 13.2 1.60 1.84 0.373 0.724 0.840 0.976 0.990 0.875
ACCESS-ESM1-5_CMIP6 [-] 16.4 16.4 13.2 3.19 3.30 0.227 0.527 0.849 0.985 0.952 0.830
CESM2_BARPA [-] 13.8 13.8 13.2 0.610 1.13 0.631 0.837 0.889 0.960 0.963 0.908
CESM2_CCAM [-] 13.6 13.6 13.2 0.363 0.894 0.481 0.880 0.890 0.969 0.995 0.926
CMCC-ESM2_BARPA [-] 14.1 14.1 13.2 0.840 1.26 0.181 0.805 0.894 0.988 0.938 0.901
CMCC-ESM2_CCAM [-] 13.9 13.9 13.2 0.630 1.07 0.474 0.857 0.871 0.970 0.989 0.913
CMCC-ESM2_CMIP6 [-] 16.3 16.3 13.0 3.27 3.40 0.304 0.523 0.834 0.980 0.950 0.834
CNRM-ESM2-1_CCAM [-] 11.9 11.9 13.2 -1.29 1.64 0.300 0.758 0.868 0.981 0.889 0.880
CNRM-ESM2-1_CMIP6 [-] 14.3 14.3 13.5 0.783 1.23 0.117 0.814 0.888 0.992 0.944 0.904
EC-Earth3_BARPA [-] 14.2 14.2 13.2 0.961 1.62 0.567 0.759 0.876 0.964 0.867 0.872
EC-Earth3_CCAM [-] 14.3 14.3 13.2 1.08 1.35 0.447 0.789 0.896 0.971 0.930 0.890
EC-Earth3_CMIP6 [-] 15.0 15.0 13.2 1.81 1.96 0.356 0.695 0.879 0.977 0.969 0.874
ERA5_BARPA [-] 14.0 14.0 13.2 0.762 1.24 0.340 0.818 0.881 0.978 0.947 0.899
ERA5_CCAM [-] 13.6 13.6 13.2 0.328 1.06 0.166 0.882 0.852 0.989 0.980 0.914
MPI-ESM1-2-HR_BARPA [-] 13.4 13.4 13.2 0.152 1.36 0.771 0.800 0.873 0.951 0.892 0.886
MPI-ESM1-2-HR_CMIP6 [-] 16.3 16.3 13.3 3.06 3.13 0.616 0.535 0.877 0.960 0.977 0.832
NorESM2-MM_BARPA [-] 13.9 13.9 13.2 0.659 1.15 0.356 0.839 0.877 0.977 0.964 0.908
NorESM2-MM_CCAM [-] 12.3 12.3 13.2 -0.895 1.32 0.558 0.824 0.848 0.964 0.988 0.897
NorESM2-MM_CMIP6 [-] 16.0 16.0 13.0 2.95 3.09 0.410 0.556 0.834 0.974 0.978 0.840
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.000559 1.60 1.34 0.863 0.723 0.856 0.993 0.850
ACCESS-CM2_CCAM [-] 19.2 19.2 19.5 -0.288 1.22 0.899 0.872 0.795 0.920 0.997 0.887
ACCESS-CM2_CMIP6 [-] 22.0 22.0 19.6 2.38 2.57 0.599 0.587 0.809 0.955 0.942 0.827
ACCESS-ESM1-5_BARPA [-] 20.1 20.1 19.5 0.610 1.61 1.01 0.843 0.736 0.911 0.999 0.862
ACCESS-ESM1-5_CCAM [-] 20.5 20.5 19.5 0.969 1.58 0.560 0.806 0.772 0.954 0.993 0.872
ACCESS-ESM1-5_CMIP6 [-] 22.2 22.2 19.6 2.62 2.85 0.408 0.552 0.778 0.973 0.993 0.820
CESM2_BARPA [-] 19.2 19.2 19.5 -0.318 1.37 0.885 0.853 0.772 0.927 0.994 0.878
CESM2_CCAM [-] 19.5 19.5 19.5 -0.0384 1.31 0.395 0.886 0.770 0.973 0.998 0.897
CMCC-ESM2_BARPA [-] 19.4 19.4 19.5 -0.0967 1.26 0.729 0.843 0.805 0.945 0.982 0.891
CMCC-ESM2_CCAM [-] 19.6 19.6 19.5 0.113 1.47 0.556 0.862 0.760 0.953 0.997 0.881
CMCC-ESM2_CMIP6 [-] 23.0 23.0 19.5 3.47 3.73 0.772 0.456 0.745 0.919 0.994 0.780
CNRM-ESM2-1_CCAM [-] 16.8 16.8 19.5 -2.75 2.95 0.671 0.534 0.816 0.948 0.998 0.823
CNRM-ESM2-1_CMIP6 [-] 19.7 19.7 19.5 0.144 1.26 0.267 0.806 0.849 0.982 0.875 0.876
EC-Earth3_BARPA [-] 18.6 18.6 19.5 -0.882 1.77 0.797 0.784 0.730 0.940 0.993 0.852
EC-Earth3_CCAM [-] 18.9 18.9 19.5 -0.564 1.28 0.552 0.819 0.829 0.958 0.984 0.892
EC-Earth3_CMIP6 [-] 19.8 19.8 19.6 0.283 1.27 0.496 0.840 0.817 0.962 0.989 0.898
ERA5_BARPA [-] 19.1 19.1 19.5 -0.435 1.12 0.755 0.850 0.833 0.943 0.998 0.901
ERA5_CCAM [-] 19.2 19.2 19.5 -0.359 1.24 0.440 0.859 0.810 0.969 0.994 0.898
MPI-ESM1-2-HR_BARPA [-] 18.5 18.5 19.5 -0.984 1.84 1.04 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 0.474 0.801 0.976 0.984 0.804
NorESM2-MM_BARPA [-] 19.4 19.4 19.5 -0.0649 1.09 0.738 0.870 0.825 0.945 0.991 0.903
NorESM2-MM_CCAM [-] 18.2 18.2 19.5 -1.27 1.82 0.706 0.737 0.777 0.948 0.997 0.857
NorESM2-MM_CMIP6 [-] 22.7 22.7 19.5 3.21 3.40 0.367 0.481 0.777 0.975 0.999 0.800
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.16
ACCESS-CM2_BARPA [-] 10.7 10.7 9.14 1.54 1.71 0.301 0.697 0.854 0.981 0.980 0.875
ACCESS-CM2_CCAM [-] 9.92 9.92 9.15 0.762 1.05 0.489 0.836 0.858 0.969 0.998 0.909
ACCESS-CM2_CMIP6 [-] 11.4 11.4 9.03 2.34 2.47 0.444 0.583 0.835 0.972 0.984 0.842
ACCESS-ESM1-5_BARPA [-] 11.2 11.2 9.14 2.01 2.09 0.433 0.626 0.889 0.972 0.974 0.868
ACCESS-ESM1-5_CCAM [-] 10.6 10.6 9.15 1.49 1.69 0.343 0.719 0.847 0.978 0.998 0.881
ACCESS-ESM1-5_CMIP6 [-] 11.8 11.8 9.18 2.62 2.76 0.271 0.546 0.831 0.983 0.836 0.803
CESM2_BARPA [-] 9.54 9.54 9.14 0.399 0.962 0.328 0.877 0.848 0.979 0.972 0.911
CESM2_CCAM [-] 9.00 9.00 9.15 -0.158 0.880 0.329 0.896 0.852 0.979 0.998 0.923
CMCC-ESM2_BARPA [-] 10.0 10.0 9.14 0.863 1.26 0.320 0.815 0.834 0.979 0.968 0.892
CMCC-ESM2_CCAM [-] 10.1 10.1 9.15 0.900 1.24 0.335 0.805 0.860 0.979 0.997 0.905
CMCC-ESM2_CMIP6 [-] 11.9 11.9 9.23 2.64 2.74 0.465 0.553 0.855 0.970 0.809 0.803
CNRM-ESM2-1_CCAM [-] 9.63 9.63 9.15 0.478 1.07 0.655 0.840 0.862 0.958 0.995 0.908
CNRM-ESM2-1_CMIP6 [-] 11.5 11.5 9.23 2.25 2.41 0.572 0.590 0.824 0.963 0.996 0.841
EC-Earth3_BARPA [-] 11.1 11.1 9.14 1.98 2.07 0.375 0.630 0.881 0.976 0.965 0.865
EC-Earth3_CCAM [-] 11.8 11.8 9.15 2.64 2.74 0.405 0.549 0.841 0.974 0.992 0.839
EC-Earth3_CMIP6 [-] 12.3 12.3 9.08 3.25 3.35 0.378 0.467 0.823 0.976 0.994 0.816
ERA5_BARPA [-] 10.3 10.3 9.16 1.12 1.42 0.388 0.769 0.845 0.975 0.977 0.886
ERA5_CCAM [-] 10.2 10.2 9.17 1.06 1.21 0.336 0.786 0.912 0.978 0.997 0.918
MPI-ESM1-2-HR_BARPA [-] 9.78 9.78 9.14 0.639 1.12 0.152 0.848 0.837 0.990 0.972 0.904
MPI-ESM1-2-HR_CMIP6 [-] 12.5 12.5 9.16 3.34 3.47 0.311 0.458 0.811 0.980 0.987 0.810
NorESM2-MM_BARPA [-] 9.86 9.86 9.14 0.712 1.17 0.256 0.839 0.835 0.984 0.976 0.900
NorESM2-MM_CCAM [-] 8.90 8.90 9.15 -0.254 0.974 0.379 0.832 0.895 0.976 0.997 0.922
NorESM2-MM_CMIP6 [-] 11.8 11.8 9.23 2.61 2.73 0.599 0.544 0.831 0.962 0.946 0.822
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.508 1.10 0.395 0.890 0.866 0.975 0.999 0.927
ACCESS-CM2_CCAM [-] 14.9 14.9 15.3 -0.385 0.899 0.260 0.904 0.899 0.983 0.999 0.940
ACCESS-CM2_CMIP6 [-] 17.7 17.7 15.3 2.41 2.52 0.152 0.656 0.884 0.990 0.998 0.881
ACCESS-ESM1-5_BARPA [-] 16.4 16.4 15.3 1.13 1.36 0.283 0.819 0.897 0.982 0.999 0.922
ACCESS-ESM1-5_CCAM [-] 15.4 15.4 15.3 0.156 0.977 0.200 0.883 0.904 0.987 0.979 0.939
ACCESS-ESM1-5_CMIP6 [-] 17.3 17.3 15.2 2.03 2.18 0.130 0.699 0.879 0.991 0.993 0.888
CESM2_BARPA [-] 14.9 14.9 15.3 -0.332 1.03 0.0806 0.888 0.882 0.995 0.986 0.933
CESM2_CCAM [-] 14.4 14.4 15.3 -0.875 1.23 0.0588 0.841 0.905 0.996 0.988 0.930
CMCC-ESM2_BARPA [-] 15.6 15.6 15.3 0.337 1.04 0.131 0.889 0.885 0.992 0.987 0.934
CMCC-ESM2_CCAM [-] 15.2 15.2 15.3 -0.0639 1.00 0.158 0.903 0.883 0.990 0.985 0.938
CMCC-ESM2_CMIP6 [-] 18.4 18.4 15.3 3.12 3.22 0.240 0.582 0.877 0.983 0.996 0.861
CNRM-ESM2-1_CCAM [-] 13.5 13.5 15.3 -1.80 2.04 0.554 0.735 0.869 0.964 0.957 0.876
CNRM-ESM2-1_CMIP6 [-] 17.3 17.3 15.4 1.91 2.09 0.567 0.720 0.895 0.963 0.998 0.892
EC-Earth3_BARPA [-] 16.0 16.0 15.3 0.699 1.08 0.0688 0.859 0.908 0.996 0.990 0.935
EC-Earth3_CCAM [-] 16.0 16.0 15.3 0.730 1.13 0.134 0.860 0.898 0.991 0.965 0.924
EC-Earth3_CMIP6 [-] 17.0 17.0 15.3 1.70 1.87 0.225 0.745 0.897 0.985 0.960 0.896
ERA5_BARPA [-] 15.4 15.4 15.3 0.141 0.923 0.119 0.907 0.888 0.992 0.999 0.940
ERA5_CCAM [-] 14.9 14.9 15.3 -0.426 0.979 0.0679 0.898 0.893 0.996 0.999 0.941
MPI-ESM1-2-HR_BARPA [-] 15.1 15.1 15.3 -0.128 0.899 0.106 0.903 0.896 0.993 0.998 0.943
MPI-ESM1-2-HR_CMIP6 [-] 19.0 19.0 15.3 3.76 3.87 0.338 0.521 0.863 0.977 0.968 0.840
NorESM2-MM_BARPA [-] 15.2 15.2 15.3 -0.0963 1.02 0.0939 0.914 0.866 0.994 0.997 0.936
NorESM2-MM_CCAM [-] 13.4 13.4 15.3 -1.84 2.12 0.128 0.723 0.853 0.992 0.990 0.886
NorESM2-MM_CMIP6 [-] 17.9 17.9 15.3 2.62 2.76 0.182 0.636 0.877 0.988 0.970 0.871
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.16
ACCESS-CM2_BARPA [-] 8.74 8.74 7.21 1.53 1.67 0.222 0.622 0.840 0.986 0.996 0.859
ACCESS-CM2_CCAM [-] 7.62 7.62 7.18 0.439 0.966 0.279 0.816 0.822 0.982 0.993 0.897
ACCESS-CM2_CMIP6 [-] 11.2 11.2 8.17 3.03 3.13 0.215 0.354 0.770 0.986 0.998 0.752
ACCESS-ESM1-5_BARPA [-] 9.27 9.27 7.21 2.06 2.14 0.251 0.526 0.848 0.984 0.994 0.837
ACCESS-ESM1-5_CCAM [-] 8.11 8.11 7.18 0.926 1.19 0.266 0.737 0.837 0.983 0.995 0.884
ACCESS-ESM1-5_CMIP6 [-] 11.9 11.9 7.76 4.16 4.20 0.370 0.277 0.835 0.976 0.972 0.684
CESM2_BARPA [-] 7.49 7.49 7.21 0.281 0.918 0.478 0.795 0.872 0.969 0.996 0.905
CESM2_CCAM [-] 6.47 6.47 7.18 -0.709 1.13 0.476 0.727 0.852 0.969 0.994 0.876
CMCC-ESM2_BARPA [-] 8.18 8.18 7.21 0.976 1.21 0.425 0.731 0.868 0.973 0.996 0.892
CMCC-ESM2_CCAM [-] 7.50 7.50 7.18 0.322 0.959 0.361 0.801 0.843 0.977 0.996 0.899
CMCC-ESM2_CMIP6 [-] 10.9 10.9 7.64 3.29 3.37 0.247 0.349 0.794 0.984 0.982 0.755
CNRM-ESM2-1_CCAM [-] 7.19 7.19 7.18 0.0108 0.914 0.273 0.809 0.841 0.982 0.997 0.899
CNRM-ESM2-1_CMIP6 [-] 10.6 10.6 7.40 3.15 3.24 0.438 0.332 0.766 0.972 0.955 0.708
EC-Earth3_BARPA [-] 9.66 9.66 7.21 2.46 2.51 0.206 0.459 0.864 0.987 0.995 0.826
EC-Earth3_CCAM [-] 9.36 9.36 7.18 2.17 2.27 0.260 0.501 0.814 0.983 0.996 0.820
EC-Earth3_CMIP6 [-] 9.87 9.87 7.31 2.55 2.65 0.230 0.433 0.796 0.985 0.981 0.797
ERA5_BARPA [-] 8.34 8.34 7.22 1.13 1.29 0.182 0.698 0.890 0.988 0.996 0.892
ERA5_CCAM [-] 7.70 7.70 7.19 0.507 0.943 0.142 0.796 0.865 0.991 0.997 0.906
MPI-ESM1-2-HR_BARPA [-] 7.96 7.96 7.21 0.756 1.15 0.245 0.761 0.839 0.984 0.995 0.893
MPI-ESM1-2-HR_CMIP6 [-] 9.14 9.14 7.09 2.05 2.20 0.358 0.514 0.829 0.977 0.995 0.812
NorESM2-MM_BARPA [-] 7.94 7.94 7.21 0.730 1.05 0.261 0.766 0.869 0.983 0.996 0.902
NorESM2-MM_CCAM [-] 6.29 6.29 7.18 -0.888 1.22 0.273 0.715 0.842 0.982 0.991 0.870
NorESM2-MM_CMIP6 [-] 10.2 10.2 7.64 2.53 2.62 0.184 0.442 0.798 0.988 0.996 0.793
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.0
ACCESS-CM2_BARPA [-] 11.8 11.8 11.0 0.780 1.00 0.0951 0.813 0.870 0.994 0.999 0.911
ACCESS-CM2_CCAM [-] 11.0 11.0 11.0 -0.0381 0.827 0.0986 0.900 0.839 0.994 0.999 0.917
ACCESS-CM2_CMIP6 [-] 13.6 13.6 11.2 2.42 2.65 0.00 0.540 0.789 1.00 0.744 0.763
ACCESS-ESM1-5_BARPA [-] 12.2 12.2 11.0 1.16 1.28 0.0938 0.740 0.886 0.994 0.998 0.900
ACCESS-ESM1-5_CCAM [-] 11.2 11.2 11.0 0.160 0.990 0.130 0.872 0.830 0.992 0.996 0.909
ACCESS-ESM1-5_CMIP6 [-] 13.7 13.7 11.0 2.73 2.95 0.250 0.512 0.817 0.984 0.863 0.804
CESM2_BARPA [-] 10.5 10.5 11.0 -0.520 1.04 0.266 0.854 0.817 0.983 0.993 0.899
CESM2_CCAM [-] 9.95 9.95 11.0 -1.08 1.20 0.154 0.748 0.911 0.990 0.994 0.907
CMCC-ESM2_BARPA [-] 11.0 11.0 11.0 -0.0213 0.849 0.175 0.917 0.829 0.989 0.989 0.916
CMCC-ESM2_CCAM [-] 11.0 11.0 11.0 -0.0667 0.929 0.0872 0.845 0.868 0.994 0.967 0.913
CMCC-ESM2_CMIP6 [-] 14.1 14.1 11.0 3.11 3.17 0.238 0.456 0.857 0.985 0.861 0.779
CNRM-ESM2-1_CCAM [-] 10.5 10.5 11.0 -0.568 1.22 0.0986 0.779 0.859 0.994 0.993 0.903
CNRM-ESM2-1_CMIP6 [-] 13.1 13.1 11.1 1.99 2.30 0.119 0.608 0.791 0.992 0.914 0.823
EC-Earth3_BARPA [-] 12.7 12.7 11.0 1.65 1.79 0.144 0.649 0.869 0.991 0.993 0.875
EC-Earth3_CCAM [-] 13.1 13.1 11.0 2.06 2.14 0.0697 0.595 0.866 0.996 0.990 0.856
EC-Earth3_CMIP6 [-] 13.7 13.7 11.1 2.64 2.77 0.147 0.507 0.818 0.991 0.978 0.817
ERA5_BARPA [-] 11.4 11.4 11.0 0.348 0.889 0.0950 0.893 0.837 0.994 0.999 0.919
ERA5_CCAM [-] 11.1 11.1 11.0 0.0365 0.800 0.251 0.848 0.913 0.984 0.986 0.928
MPI-ESM1-2-HR_BARPA [-] 10.7 10.7 11.0 -0.266 0.901 0.393 0.884 0.834 0.975 0.998 0.913
MPI-ESM1-2-HR_CMIP6 [-] 13.3 13.3 11.0 2.25 2.37 0.400 0.570 0.848 0.974 0.910 0.824
NorESM2-MM_BARPA [-] 10.9 10.9 11.0 -0.0665 0.854 0.0647 0.913 0.832 0.996 0.997 0.923
NorESM2-MM_CCAM [-] 9.28 9.28 11.0 -1.75 1.93 0.446 0.626 0.886 0.971 0.978 0.872
NorESM2-MM_CMIP6 [-] 13.5 13.5 11.0 2.51 2.73 0.478 0.524 0.773 0.969 0.917 0.787
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.325 1.29 1.24 0.835 0.676 0.870 0.991 0.825
ACCESS-CM2_CCAM [-] 20.2 20.2 20.5 -0.294 1.04 1.17 0.812 0.760 0.881 1.00 0.852
ACCESS-CM2_CMIP6 [-] 23.8 23.8 20.5 3.34 3.51 1.20 0.310 0.674 0.898 0.937 0.701
ACCESS-ESM1-5_BARPA [-] 21.5 21.5 20.4 1.04 1.65 1.28 0.694 0.654 0.860 0.994 0.784
ACCESS-ESM1-5_CCAM [-] 21.6 21.6 20.5 1.12 1.56 1.21 0.685 0.697 0.870 0.998 0.800
ACCESS-ESM1-5_CMIP6 [-] 25.2 25.2 21.9 3.28 3.46 0.762 0.251 0.633 0.950 0.975 0.694
CESM2_BARPA [-] 20.6 20.6 20.4 0.132 1.02 1.22 0.844 0.745 0.872 0.992 0.850
CESM2_CCAM [-] 20.6 20.6 20.5 0.149 1.09 0.570 0.861 0.722 0.954 0.997 0.866
CMCC-ESM2_BARPA [-] 20.4 20.4 20.4 -0.0197 0.897 0.998 0.842 0.787 0.911 0.992 0.872
CMCC-ESM2_CCAM [-] 20.2 20.2 20.5 -0.261 0.973 1.27 0.821 0.780 0.863 0.997 0.856
CMCC-ESM2_CMIP6 [-] 24.1 24.1 20.9 3.15 3.23 0.562 0.316 0.765 0.950 0.906 0.738
CNRM-ESM2-1_CCAM [-] 17.6 17.6 20.5 -2.87 2.96 0.560 0.375 0.804 0.958 0.999 0.786
CNRM-ESM2-1_CMIP6 [-] 21.9 21.9 21.5 0.337 0.768 0.853 0.810 0.814 0.924 0.862 0.848
EC-Earth3_BARPA [-] 19.6 19.6 20.4 -0.869 1.60 0.730 0.714 0.656 0.946 0.996 0.809
EC-Earth3_CCAM [-] 19.7 19.7 20.5 -0.786 1.20 0.750 0.718 0.794 0.932 0.992 0.852
EC-Earth3_CMIP6 [-] 20.4 20.4 20.5 -0.0670 0.771 0.142 0.885 0.801 0.990 0.979 0.901
ERA5_BARPA [-] 20.4 20.4 20.4 -0.0263 0.732 1.21 0.852 0.838 0.875 0.997 0.884
ERA5_CCAM [-] 20.1 20.1 20.5 -0.382 1.03 0.720 0.802 0.777 0.933 0.997 0.866
MPI-ESM1-2-HR_BARPA [-] 19.8 19.8 20.4 -0.664 1.43 1.23 0.750 0.685 0.868 0.983 0.806
MPI-ESM1-2-HR_CMIP6 [-] 22.9 22.9 20.9 1.99 2.15 0.412 0.502 0.757 0.972 0.921 0.785
NorESM2-MM_BARPA [-] 20.8 20.8 20.4 0.405 0.891 0.825 0.827 0.799 0.931 0.989 0.877
NorESM2-MM_CCAM [-] 19.5 19.5 20.5 -1.01 1.38 0.744 0.687 0.756 0.931 1.00 0.834
NorESM2-MM_CMIP6 [-] 23.8 23.8 20.9 2.91 3.10 0.463 0.341 0.685 0.969 0.890 0.717
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 1.34 1.92 0.887 0.615 0.720 0.905 0.981 0.788
ACCESS-CM2_CCAM [-] 17.2 17.2 16.6 19.8 0.639 1.53 0.765 0.677 0.740 0.921 0.979 0.812
ACCESS-CM2_CMIP6 [-] 19.2 19.0 16.6 20.8 2.37 2.61 0.716 0.489 0.737 0.924 0.992 0.776
ACCESS-ESM1-5_BARPA [-] 18.5 18.4 16.6 20.9 1.87 2.21 0.802 0.551 0.732 0.914 0.983 0.782
ACCESS-ESM1-5_CCAM [-] 17.8 17.8 16.6 20.3 1.22 1.78 0.704 0.625 0.743 0.925 0.976 0.802
ACCESS-ESM1-5_CMIP6 [-] 19.0 18.7 16.2 21.1 2.51 2.71 0.588 0.477 0.744 0.942 0.991 0.780
CESM2_BARPA [-] 17.2 17.1 16.6 19.7 0.562 1.69 0.697 0.633 0.752 0.926 0.958 0.804
CESM2_CCAM [-] 16.7 16.7 16.6 19.3 0.139 1.71 0.599 0.621 0.761 0.938 0.947 0.806
CMCC-ESM2_BARPA [-] 17.6 17.6 16.6 19.9 1.01 1.72 0.678 0.630 0.757 0.926 0.969 0.808
CMCC-ESM2_CCAM [-] 17.3 17.3 16.6 19.6 0.709 1.60 0.642 0.652 0.752 0.933 0.972 0.812
CMCC-ESM2_CMIP6 [-] 19.0 18.9 16.4 20.1 2.47 2.78 0.749 0.483 0.751 0.913 0.984 0.776
CNRM-ESM2-1_CCAM [-] 15.8 15.8 16.6 18.1 -0.742 1.86 0.795 0.626 0.740 0.916 0.974 0.799
CNRM-ESM2-1_CMIP6 [-] 18.2 17.9 16.2 19.7 1.69 2.12 0.763 0.585 0.776 0.919 0.985 0.808
EC-Earth3_BARPA [-] 18.3 18.2 16.6 20.7 1.68 2.21 0.717 0.545 0.736 0.919 0.974 0.782
EC-Earth3_CCAM [-] 18.2 18.1 16.6 20.5 1.57 2.04 0.723 0.572 0.744 0.917 0.974 0.790
EC-Earth3_CMIP6 [-] 18.4 18.3 16.4 20.1 1.87 2.25 0.716 0.558 0.750 0.916 0.969 0.788
ERA5_BARPA [-] 17.6 17.5 16.6 19.9 0.940 1.61 0.630 0.646 0.778 0.933 0.979 0.823
ERA5_CCAM [-] 17.1 17.1 16.6 19.4 0.505 1.44 0.561 0.680 0.780 0.941 0.981 0.832
MPI-ESM1-2-HR_BARPA [-] 17.1 17.0 16.6 19.4 0.463 1.61 0.737 0.651 0.738 0.918 0.971 0.803
MPI-ESM1-2-HR_CMIP6 [-] 19.2 19.1 16.6 20.0 2.55 2.95 0.696 0.466 0.729 0.933 0.976 0.767
NorESM2-MM_BARPA [-] 17.5 17.5 16.6 20.2 0.925 1.69 0.640 0.638 0.766 0.929 0.969 0.814
NorESM2-MM_CCAM [-] 15.6 15.6 16.6 18.1 -0.975 1.76 0.660 0.636 0.740 0.935 0.976 0.805
NorESM2-MM_CMIP6 [-] 18.7 18.5 16.4 20.1 2.14 2.48 0.642 0.518 0.761 0.934 0.983 0.791
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 2.32 2.70 2.09 0.297 0.594 0.707 0.908 0.620
ACCESS-CM2_CCAM [-] 25.8 25.8 24.1 26.4 1.72 2.13 1.81 0.371 0.633 0.759 0.918 0.662
ACCESS-CM2_CMIP6 [-] 27.1 26.9 24.1 27.5 2.85 3.01 1.91 0.219 0.583 0.738 0.959 0.616
ACCESS-ESM1-5_BARPA [-] 26.8 26.8 24.0 27.2 2.71 2.99 1.78 0.254 0.605 0.743 0.934 0.628
ACCESS-ESM1-5_CCAM [-] 26.5 26.5 24.1 26.9 2.38 2.59 1.65 0.291 0.633 0.774 0.977 0.662
ACCESS-ESM1-5_CMIP6 [-] 27.4 27.3 24.0 27.7 3.28 3.40 1.45 0.180 0.605 0.808 0.969 0.634
CESM2_BARPA [-] 26.3 26.3 24.0 26.9 2.29 2.64 1.66 0.293 0.644 0.780 0.893 0.651
CESM2_CCAM [-] 26.2 26.2 24.1 26.7 2.09 2.41 1.28 0.322 0.655 0.833 0.923 0.678
CMCC-ESM2_BARPA [-] 26.3 26.3 24.0 26.7 2.28 2.63 1.50 0.291 0.624 0.786 0.885 0.642
CMCC-ESM2_CCAM [-] 25.9 25.9 24.1 26.3 1.79 2.19 1.21 0.354 0.629 0.841 0.922 0.675
CMCC-ESM2_CMIP6 [-] 26.6 26.6 24.0 26.7 2.65 2.83 1.63 0.257 0.598 0.743 0.818 0.603
CNRM-ESM2-1_CCAM [-] 23.5 23.5 24.1 24.0 -0.579 1.41 1.53 0.611 0.658 0.767 0.880 0.715
CNRM-ESM2-1_CMIP6 [-] 24.9 24.7 23.6 25.4 1.06 1.62 1.72 0.559 0.661 0.720 0.977 0.715
EC-Earth3_BARPA [-] 25.7 25.7 24.0 26.1 1.68 2.32 1.80 0.352 0.588 0.732 0.860 0.624
EC-Earth3_CCAM [-] 25.3 25.3 24.1 25.8 1.26 1.82 1.87 0.432 0.635 0.720 0.909 0.666
EC-Earth3_CMIP6 [-] 25.0 24.9 24.0 25.2 0.911 1.48 1.83 0.602 0.623 0.697 0.997 0.708
ERA5_BARPA [-] 26.0 26.0 24.0 26.4 1.95 2.28 1.17 0.338 0.701 0.833 0.909 0.696
ERA5_CCAM [-] 25.4 25.4 24.1 25.9 1.33 1.73 1.05 0.455 0.714 0.858 0.949 0.738
MPI-ESM1-2-HR_BARPA [-] 25.8 25.8 24.0 26.3 1.73 2.33 1.66 0.359 0.607 0.757 0.857 0.637
MPI-ESM1-2-HR_CMIP6 [-] 26.6 26.6 24.0 26.7 2.59 2.77 1.21 0.259 0.594 0.853 0.975 0.655
NorESM2-MM_BARPA [-] 26.5 26.5 24.0 27.1 2.44 2.66 1.49 0.282 0.692 0.783 0.921 0.674
NorESM2-MM_CCAM [-] 24.4 24.4 24.1 25.0 0.317 1.25 1.39 0.653 0.659 0.825 0.974 0.754
NorESM2-MM_CMIP6 [-] 26.5 26.5 24.0 26.9 2.50 2.64 1.34 0.279 0.665 0.800 0.817 0.645
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.3
ACCESS-CM2_BARPA [-] 12.7 12.7 11.3 1.37 1.55 0.0283 0.784 0.888 0.998 0.999 0.911
ACCESS-CM2_CCAM [-] 12.2 12.2 11.3 0.824 1.04 0.0111 0.863 0.901 0.999 0.996 0.932
ACCESS-CM2_CMIP6 [-] 13.3 13.3 11.3 2.02 2.10 0.00 0.698 0.919 1.00 0.981 0.903
ACCESS-ESM1-5_BARPA [-] 13.4 13.4 11.3 2.08 2.16 0.0146 0.691 0.906 0.999 0.999 0.900
ACCESS-ESM1-5_CCAM [-] 13.1 13.1 11.3 1.74 1.90 0.0111 0.734 0.879 0.999 0.995 0.897
ACCESS-ESM1-5_CMIP6 [-] 14.2 14.2 11.6 2.60 2.67 0.00 0.631 0.903 1.00 0.968 0.881
CESM2_BARPA [-] 11.9 11.9 11.3 0.617 0.967 0.0764 0.887 0.897 0.995 0.998 0.935
CESM2_CCAM [-] 11.9 11.9 11.3 0.530 0.890 0.0619 0.898 0.905 0.996 0.999 0.941
CMCC-ESM2_BARPA [-] 12.3 12.3 11.3 1.02 1.24 0.0121 0.833 0.892 0.999 0.997 0.923
CMCC-ESM2_CCAM [-] 12.1 12.1 11.3 0.764 1.08 0.131 0.870 0.884 0.992 0.989 0.924
CMCC-ESM2_CMIP6 [-] 14.8 14.8 11.3 3.46 3.54 0.0838 0.546 0.879 0.995 0.936 0.847
CNRM-ESM2-1_CCAM [-] 10.7 10.7 11.3 -0.662 1.19 0.366 0.877 0.860 0.976 0.960 0.907
CNRM-ESM2-1_CMIP6 [-] 12.7 12.7 11.6 1.12 1.31 0.718 0.825 0.895 0.954 0.993 0.912
EC-Earth3_BARPA [-] 12.5 12.5 11.3 1.18 1.28 0.0340 0.811 0.923 0.998 0.989 0.929
EC-Earth3_CCAM [-] 13.0 13.0 11.3 1.62 1.73 0.0928 0.750 0.900 0.994 0.984 0.905
EC-Earth3_CMIP6 [-] 14.4 14.4 11.3 3.07 3.14 0.00 0.578 0.892 1.00 0.990 0.870
ERA5_BARPA [-] 12.3 12.3 11.3 0.958 1.35 0.0130 0.842 0.854 0.999 0.999 0.910
ERA5_CCAM [-] 11.9 11.9 11.4 0.541 1.08 0.0111 0.901 0.859 0.999 0.987 0.921
MPI-ESM1-2-HR_BARPA [-] 11.6 11.6 11.3 0.308 0.724 0.151 0.924 0.916 0.990 0.996 0.948
MPI-ESM1-2-HR_CMIP6 [-] 15.3 15.3 11.3 3.95 4.05 0.0287 0.494 0.861 0.998 0.966 0.836
NorESM2-MM_BARPA [-] 12.0 12.0 11.3 0.714 1.20 0.0526 0.877 0.855 0.997 0.997 0.916
NorESM2-MM_CCAM [-] 10.8 10.8 11.3 -0.574 1.10 0.327 0.893 0.868 0.979 0.989 0.919
NorESM2-MM_CMIP6 [-] 14.3 14.3 11.3 2.99 3.15 0.425 0.591 0.844 0.973 0.944 0.839
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.579 1.29 0.881 0.853 0.836 0.943 0.879 0.870
ACCESS-CM2_CCAM [-] 15.0 15.0 14.6 0.371 0.995 0.307 0.886 0.863 0.980 0.913 0.901
ACCESS-CM2_CMIP6 [-] 17.5 17.5 14.7 2.79 2.88 0.490 0.560 0.860 0.969 0.966 0.843
ACCESS-ESM1-5_BARPA [-] 16.0 16.0 14.6 1.43 1.80 0.548 0.757 0.825 0.965 0.885 0.851
ACCESS-ESM1-5_CCAM [-] 16.2 16.2 14.6 1.53 1.83 0.336 0.740 0.824 0.978 0.934 0.860
ACCESS-ESM1-5_CMIP6 [-] 17.5 17.5 14.8 2.73 2.86 0.220 0.580 0.849 0.986 0.996 0.852
CESM2_BARPA [-] 14.9 14.9 14.6 0.255 0.974 0.721 0.877 0.878 0.954 0.929 0.903
CESM2_CCAM [-] 15.0 15.0 14.6 0.350 0.890 0.484 0.889 0.885 0.969 0.948 0.915
CMCC-ESM2_BARPA [-] 15.0 15.0 14.6 0.388 0.963 0.0409 0.862 0.897 0.997 0.899 0.911
CMCC-ESM2_CCAM [-] 15.2 15.2 14.6 0.548 1.05 0.484 0.872 0.866 0.969 0.941 0.902
CMCC-ESM2_CMIP6 [-] 18.3 18.3 14.5 3.76 3.89 0.346 0.475 0.822 0.978 0.999 0.819
CNRM-ESM2-1_CCAM [-] 12.9 12.9 14.6 -1.75 1.92 0.209 0.704 0.874 0.987 0.837 0.855
CNRM-ESM2-1_CMIP6 [-] 15.1 15.1 15.0 0.119 0.718 0.00 0.908 0.903 1.00 0.994 0.941
EC-Earth3_BARPA [-] 14.8 14.8 14.6 0.229 1.16 0.625 0.841 0.868 0.960 0.871 0.882
EC-Earth3_CCAM [-] 15.4 15.4 14.6 0.732 1.08 0.457 0.841 0.896 0.971 0.857 0.892
EC-Earth3_CMIP6 [-] 16.1 16.1 14.5 1.62 1.78 0.326 0.729 0.885 0.979 0.921 0.880
ERA5_BARPA [-] 15.0 15.0 14.6 0.367 1.00 0.272 0.867 0.884 0.983 0.898 0.903
ERA5_CCAM [-] 14.8 14.8 14.6 0.190 1.03 0.0295 0.898 0.849 0.998 0.921 0.903
MPI-ESM1-2-HR_BARPA [-] 14.1 14.1 14.6 -0.536 1.20 0.900 0.841 0.855 0.942 0.904 0.880
MPI-ESM1-2-HR_CMIP6 [-] 17.6 17.6 14.7 2.88 2.95 0.557 0.563 0.892 0.964 0.894 0.841
NorESM2-MM_BARPA [-] 14.9 14.9 14.6 0.328 0.977 0.340 0.881 0.875 0.978 0.928 0.908
NorESM2-MM_CCAM [-] 13.7 13.7 14.6 -0.938 1.39 0.593 0.824 0.836 0.962 0.928 0.877
NorESM2-MM_CMIP6 [-] 17.8 17.8 14.5 3.36 3.51 0.344 0.514 0.817 0.978 0.967 0.818
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 1.95 2.04 0.497 0.660 0.895 0.968 0.998 0.883
ACCESS-CM2_CCAM [-] 11.0 11.0 10.3 0.742 1.06 0.469 0.832 0.892 0.970 0.989 0.915
ACCESS-CM2_CMIP6 [-] 14.3 14.3 11.0 3.28 3.43 0.251 0.494 0.808 0.984 0.583 0.736
ACCESS-ESM1-5_BARPA [-] 12.9 12.9 10.3 2.64 2.69 0.504 0.568 0.897 0.968 0.998 0.865
ACCESS-ESM1-5_CCAM [-] 12.0 12.0 10.3 1.74 1.86 0.450 0.691 0.874 0.971 0.993 0.881
ACCESS-ESM1-5_CMIP6 [-] 13.9 13.9 9.59 4.30 4.37 0.243 0.399 0.849 0.984 0.980 0.812
CESM2_BARPA [-] 11.7 11.7 10.3 1.36 1.46 0.441 0.752 0.913 0.972 0.995 0.909
CESM2_CCAM [-] 10.6 10.6 10.3 0.390 0.903 0.474 0.861 0.900 0.970 0.995 0.925
CMCC-ESM2_BARPA [-] 12.1 12.1 10.3 1.79 1.90 0.477 0.684 0.886 0.969 0.996 0.884
CMCC-ESM2_CCAM [-] 11.1 11.1 10.3 0.805 1.11 0.454 0.825 0.882 0.971 0.992 0.911
CMCC-ESM2_CMIP6 [-] 12.4 12.4 10.1 2.27 2.42 0.219 0.619 0.859 0.986 0.983 0.861
CNRM-ESM2-1_CCAM [-] 9.95 9.95 10.3 -0.313 1.03 0.491 0.872 0.856 0.968 0.973 0.905
CNRM-ESM2-1_CMIP6 [-] 12.4 12.4 10.1 2.34 2.45 0.393 0.594 0.853 0.975 0.998 0.855
EC-Earth3_BARPA [-] 12.8 12.8 10.3 2.51 2.57 0.446 0.586 0.894 0.971 0.996 0.868
EC-Earth3_CCAM [-] 12.1 12.1 10.3 1.81 1.90 0.425 0.678 0.896 0.973 0.982 0.885
EC-Earth3_CMIP6 [-] 12.5 12.5 10.3 2.21 2.34 0.421 0.622 0.868 0.973 0.982 0.863
ERA5_BARPA [-] 11.9 11.9 10.3 1.60 1.75 0.484 0.714 0.875 0.969 0.998 0.886
ERA5_CCAM [-] 10.9 10.9 10.3 0.621 1.11 0.455 0.846 0.859 0.971 0.989 0.905
MPI-ESM1-2-HR_BARPA [-] 11.9 11.9 10.3 1.60 1.70 0.499 0.713 0.910 0.968 0.994 0.899
MPI-ESM1-2-HR_CMIP6 [-] 13.8 13.8 10.4 3.41 3.50 0.736 0.478 0.848 0.953 0.996 0.825
NorESM2-MM_BARPA [-] 11.7 11.7 10.3 1.36 1.53 0.391 0.750 0.881 0.975 0.997 0.897
NorESM2-MM_CCAM [-] 9.45 9.45 10.3 -0.804 1.19 0.485 0.823 0.874 0.969 0.975 0.903
NorESM2-MM_CMIP6 [-] 12.3 12.3 10.1 2.12 2.24 0.545 0.641 0.869 0.965 0.989 0.866
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 -0.317 1.51 1.11 0.868 0.742 0.895 0.997 0.849
ACCESS-CM2_CCAM [-] 18.0 18.0 18.4 -0.421 1.18 0.683 0.856 0.821 0.948 0.985 0.886
ACCESS-CM2_CMIP6 [-] 20.5 20.5 18.6 1.82 2.00 0.539 0.666 0.839 0.964 0.996 0.861
ACCESS-ESM1-5_BARPA [-] 19.0 19.0 18.4 0.536 1.55 0.945 0.861 0.746 0.918 0.995 0.853
ACCESS-ESM1-5_CCAM [-] 19.4 19.4 18.4 0.979 1.58 0.646 0.815 0.781 0.951 0.992 0.864
ACCESS-ESM1-5_CMIP6 [-] 20.9 20.9 18.5 2.48 2.72 0.461 0.576 0.777 0.969 1.00 0.820
CESM2_BARPA [-] 17.8 17.8 18.4 -0.580 1.28 0.771 0.846 0.802 0.934 0.998 0.876
CESM2_CCAM [-] 18.4 18.4 18.4 -0.0529 1.13 0.394 0.891 0.809 0.974 0.998 0.896
CMCC-ESM2_BARPA [-] 17.9 17.9 18.4 -0.544 1.14 0.478 0.844 0.841 0.967 0.999 0.899
CMCC-ESM2_CCAM [-] 18.4 18.4 18.4 0.00951 1.20 0.533 0.861 0.824 0.959 0.997 0.893
CMCC-ESM2_CMIP6 [-] 21.7 21.7 18.4 3.26 3.40 0.520 0.492 0.817 0.960 0.996 0.816
CNRM-ESM2-1_CCAM [-] 15.5 15.5 18.4 -2.93 3.08 0.460 0.520 0.854 0.969 0.984 0.836
CNRM-ESM2-1_CMIP6 [-] 17.9 17.9 18.4 -0.468 1.06 0.196 0.825 0.880 0.987 0.938 0.902
EC-Earth3_BARPA [-] 17.3 17.3 18.4 -1.13 1.82 0.655 0.766 0.741 0.954 0.999 0.840
EC-Earth3_CCAM [-] 17.9 17.9 18.4 -0.478 1.26 0.348 0.809 0.860 0.977 0.989 0.899
EC-Earth3_CMIP6 [-] 18.9 18.9 18.4 0.529 1.17 0.315 0.843 0.855 0.979 0.996 0.905
ERA5_BARPA [-] 17.8 17.8 18.4 -0.605 1.05 0.534 0.844 0.865 0.963 0.994 0.906
ERA5_CCAM [-] 18.0 18.0 18.4 -0.407 1.23 0.176 0.843 0.830 0.988 0.991 0.896
MPI-ESM1-2-HR_BARPA [-] 17.1 17.1 18.4 -1.38 2.00 1.06 0.733 0.734 0.905 0.999 0.821
MPI-ESM1-2-HR_CMIP6 [-] 21.5 21.5 18.4 3.11 3.21 0.362 0.516 0.849 0.976 0.958 0.830
NorESM2-MM_BARPA [-] 18.0 18.0 18.4 -0.407 1.02 0.507 0.867 0.849 0.965 0.996 0.905
NorESM2-MM_CCAM [-] 17.0 17.0 18.4 -1.42 1.84 0.434 0.714 0.812 0.971 0.985 0.859
NorESM2-MM_CMIP6 [-] 21.3 21.3 18.4 2.91 3.08 0.450 0.525 0.798 0.970 0.982 0.815
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.212 1.65 1.49 0.859 0.711 0.829 0.991 0.820
ACCESS-CM2_CCAM [-] 20.0 20.0 20.2 -0.198 1.25 1.04 0.883 0.779 0.901 0.984 0.865
ACCESS-CM2_CMIP6 [-] 23.0 23.0 20.3 2.73 2.93 0.638 0.536 0.790 0.949 0.906 0.794
ACCESS-ESM1-5_BARPA [-] 20.9 20.9 20.2 0.659 1.66 1.06 0.831 0.730 0.906 0.992 0.838
ACCESS-ESM1-5_CCAM [-] 21.2 21.2 20.2 0.963 1.58 0.502 0.799 0.766 0.957 0.978 0.853
ACCESS-ESM1-5_CMIP6 [-] 23.0 23.0 20.3 2.72 2.93 0.373 0.537 0.779 0.975 0.974 0.809
CESM2_BARPA [-] 20.1 20.1 20.2 -0.145 1.43 0.961 0.858 0.752 0.922 0.990 0.855
CESM2_CCAM [-] 20.2 20.2 20.2 -0.0286 1.43 0.396 0.882 0.743 0.973 0.992 0.867
CMCC-ESM2_BARPA [-] 20.4 20.4 20.2 0.201 1.35 0.896 0.842 0.780 0.931 0.996 0.866
CMCC-ESM2_CCAM [-] 20.4 20.4 20.2 0.183 1.64 0.572 0.863 0.718 0.949 0.951 0.840
CMCC-ESM2_CMIP6 [-] 23.9 23.9 20.3 3.62 3.95 0.944 0.431 0.696 0.890 0.999 0.742
CNRM-ESM2-1_CCAM [-] 17.6 17.6 20.2 -2.63 2.87 0.813 0.543 0.791 0.934 0.986 0.809
CNRM-ESM2-1_CMIP6 [-] 20.8 20.8 20.3 0.527 1.39 0.311 0.794 0.829 0.979 0.802 0.846
EC-Earth3_BARPA [-] 19.5 19.5 20.2 -0.715 1.73 0.892 0.797 0.723 0.931 0.989 0.833
EC-Earth3_CCAM [-] 19.6 19.6 20.2 -0.622 1.30 0.688 0.826 0.809 0.946 0.959 0.870
EC-Earth3_CMIP6 [-] 20.4 20.4 20.3 0.128 1.33 0.609 0.838 0.794 0.952 0.997 0.875
ERA5_BARPA [-] 19.9 19.9 20.2 -0.322 1.17 0.902 0.854 0.813 0.931 0.991 0.880
ERA5_CCAM [-] 19.9 19.9 20.2 -0.327 1.25 0.616 0.870 0.796 0.957 0.962 0.876
MPI-ESM1-2-HR_BARPA [-] 19.5 19.5 20.2 -0.721 1.74 1.03 0.796 0.725 0.909 0.979 0.827
MPI-ESM1-2-HR_CMIP6 [-] 23.8 23.8 20.2 3.59 3.78 0.367 0.446 0.768 0.975 0.928 0.777
NorESM2-MM_BARPA [-] 20.4 20.4 20.2 0.163 1.15 0.892 0.872 0.809 0.931 0.989 0.882
NorESM2-MM_CCAM [-] 19.1 19.1 20.2 -1.17 1.80 0.888 0.752 0.754 0.932 0.979 0.834
NorESM2-MM_CMIP6 [-] 23.7 23.7 20.3 3.42 3.61 0.311 0.451 0.763 0.979 0.924 0.776
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.16
ACCESS-CM2_BARPA [-] 10.7 10.7 9.14 1.54 1.71 0.301 0.697 0.854 0.981 0.980 0.873
ACCESS-CM2_CCAM [-] 9.92 9.92 9.15 0.762 1.05 0.489 0.836 0.858 0.969 0.998 0.904
ACCESS-CM2_CMIP6 [-] 11.4 11.4 9.03 2.34 2.47 0.444 0.583 0.835 0.972 0.984 0.842
ACCESS-ESM1-5_BARPA [-] 11.2 11.2 9.14 2.01 2.09 0.433 0.626 0.889 0.972 0.974 0.870
ACCESS-ESM1-5_CCAM [-] 10.6 10.6 9.15 1.49 1.69 0.343 0.719 0.847 0.978 0.998 0.878
ACCESS-ESM1-5_CMIP6 [-] 11.8 11.8 9.18 2.62 2.76 0.271 0.546 0.831 0.983 0.836 0.806
CESM2_BARPA [-] 9.54 9.54 9.14 0.399 0.962 0.328 0.877 0.848 0.979 0.972 0.905
CESM2_CCAM [-] 9.00 9.00 9.15 -0.158 0.880 0.329 0.896 0.852 0.979 0.998 0.916
CMCC-ESM2_BARPA [-] 10.0 10.0 9.14 0.863 1.26 0.320 0.815 0.834 0.979 0.968 0.886
CMCC-ESM2_CCAM [-] 10.1 10.1 9.15 0.900 1.24 0.335 0.805 0.860 0.979 0.997 0.900
CMCC-ESM2_CMIP6 [-] 11.9 11.9 9.23 2.64 2.74 0.465 0.553 0.855 0.970 0.809 0.809
CNRM-ESM2-1_CCAM [-] 9.63 9.63 9.15 0.478 1.07 0.655 0.840 0.862 0.958 0.995 0.903
CNRM-ESM2-1_CMIP6 [-] 11.5 11.5 9.23 2.25 2.41 0.572 0.590 0.824 0.963 0.996 0.840
EC-Earth3_BARPA [-] 11.1 11.1 9.14 1.98 2.07 0.375 0.630 0.881 0.976 0.965 0.866
EC-Earth3_CCAM [-] 11.8 11.8 9.15 2.64 2.74 0.405 0.549 0.841 0.974 0.992 0.840
EC-Earth3_CMIP6 [-] 12.3 12.3 9.08 3.25 3.35 0.378 0.467 0.823 0.976 0.994 0.817
ERA5_BARPA [-] 10.3 10.3 9.16 1.12 1.42 0.388 0.769 0.845 0.975 0.977 0.882
ERA5_CCAM [-] 10.2 10.2 9.17 1.06 1.21 0.336 0.786 0.912 0.978 0.997 0.917
MPI-ESM1-2-HR_BARPA [-] 9.78 9.78 9.14 0.639 1.12 0.152 0.848 0.837 0.990 0.972 0.897
MPI-ESM1-2-HR_CMIP6 [-] 12.5 12.5 9.16 3.34 3.47 0.311 0.458 0.811 0.980 0.987 0.810
NorESM2-MM_BARPA [-] 9.86 9.86 9.14 0.712 1.17 0.256 0.839 0.835 0.984 0.976 0.894
NorESM2-MM_CCAM [-] 8.90 8.90 9.15 -0.254 0.974 0.379 0.832 0.895 0.976 0.997 0.919
NorESM2-MM_CMIP6 [-] 11.8 11.8 9.23 2.61 2.73 0.599 0.544 0.831 0.962 0.946 0.823
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.502 1.12 0.320 0.893 0.871 0.979 0.999 0.923
ACCESS-CM2_CCAM [-] 16.2 16.2 16.5 -0.300 0.905 0.138 0.911 0.897 0.991 0.996 0.939
ACCESS-CM2_CMIP6 [-] 19.0 19.0 16.5 2.47 2.55 0.120 0.661 0.900 0.992 0.998 0.890
ACCESS-ESM1-5_BARPA [-] 17.6 17.6 16.5 1.18 1.44 0.270 0.819 0.895 0.983 0.999 0.918
ACCESS-ESM1-5_CCAM [-] 17.0 17.0 16.5 0.546 1.04 0.221 0.880 0.902 0.985 0.996 0.933
ACCESS-ESM1-5_CMIP6 [-] 18.6 18.6 16.5 2.09 2.20 0.133 0.704 0.895 0.991 0.993 0.896
CESM2_BARPA [-] 16.3 16.3 16.5 -0.113 0.973 0.0610 0.900 0.893 0.996 0.989 0.934
CESM2_CCAM [-] 15.9 15.9 16.5 -0.607 1.11 0.0366 0.879 0.892 0.998 0.997 0.932
CMCC-ESM2_BARPA [-] 17.0 17.0 16.5 0.520 1.03 0.0127 0.878 0.909 0.999 0.988 0.937
CMCC-ESM2_CCAM [-] 16.7 16.7 16.5 0.228 1.08 0.0935 0.911 0.867 0.994 0.996 0.927
CMCC-ESM2_CMIP6 [-] 19.7 19.7 16.5 3.26 3.38 0.258 0.583 0.868 0.981 0.999 0.859
CNRM-ESM2-1_CCAM [-] 14.5 14.5 16.5 -1.99 2.25 0.495 0.716 0.854 0.968 0.971 0.873
CNRM-ESM2-1_CMIP6 [-] 18.4 18.4 16.5 1.85 2.01 0.579 0.738 0.911 0.962 0.996 0.903
EC-Earth3_BARPA [-] 17.0 17.0 16.5 0.495 0.985 0.0153 0.883 0.912 0.999 0.997 0.941
EC-Earth3_CCAM [-] 17.0 17.0 16.5 0.541 1.07 0.126 0.886 0.894 0.992 0.967 0.927
EC-Earth3_CMIP6 [-] 17.9 17.9 16.5 1.45 1.67 0.276 0.790 0.901 0.981 0.964 0.908
ERA5_BARPA [-] 16.6 16.6 16.5 0.148 0.866 0.0377 0.907 0.908 0.998 0.999 0.944
ERA5_CCAM [-] 16.2 16.2 16.5 -0.298 1.01 0.0506 0.910 0.882 0.997 0.999 0.934
MPI-ESM1-2-HR_BARPA [-] 16.4 16.4 16.5 -0.0509 0.888 0.0600 0.903 0.907 0.996 0.998 0.942
MPI-ESM1-2-HR_CMIP6 [-] 20.7 20.7 16.5 4.21 4.31 0.432 0.494 0.860 0.970 0.998 0.836
NorESM2-MM_BARPA [-] 16.5 16.5 16.5 0.00392 0.996 0.0747 0.916 0.877 0.995 0.997 0.932
NorESM2-MM_CCAM [-] 14.9 14.9 16.5 -1.60 1.95 0.100 0.763 0.850 0.993 0.997 0.891
NorESM2-MM_CMIP6 [-] 19.5 19.5 16.5 3.01 3.10 0.141 0.603 0.891 0.991 0.999 0.875
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.519 1.07 0.518 0.886 0.859 0.967 0.995 0.913
ACCESS-CM2_CCAM [-] 12.8 12.8 13.3 -0.525 0.889 0.462 0.891 0.901 0.970 0.984 0.930
ACCESS-CM2_CMIP6 [-] 15.6 15.6 13.3 2.31 2.46 0.204 0.647 0.858 0.987 0.998 0.870
ACCESS-ESM1-5_BARPA [-] 14.4 14.4 13.3 1.05 1.23 0.304 0.819 0.902 0.980 0.999 0.921
ACCESS-ESM1-5_CCAM [-] 12.8 12.8 13.3 -0.486 0.870 0.164 0.889 0.908 0.989 0.998 0.938
ACCESS-ESM1-5_CMIP6 [-] 15.2 15.2 13.3 1.94 2.14 0.124 0.691 0.853 0.992 0.980 0.874
CESM2_BARPA [-] 12.6 12.6 13.3 -0.694 1.12 0.113 0.869 0.865 0.993 0.998 0.918
CESM2_CCAM [-] 12.0 12.0 13.3 -1.32 1.42 0.0955 0.778 0.924 0.994 0.999 0.924
CMCC-ESM2_BARPA [-] 13.3 13.3 13.3 0.0341 1.06 0.326 0.908 0.847 0.979 0.995 0.915
CMCC-ESM2_CCAM [-] 12.8 12.8 13.3 -0.544 0.883 0.263 0.890 0.909 0.983 0.999 0.938
CMCC-ESM2_CMIP6 [-] 16.2 16.2 13.3 2.89 2.96 0.210 0.580 0.892 0.986 0.993 0.869
CNRM-ESM2-1_CCAM [-] 11.8 11.8 13.3 -1.50 1.68 0.652 0.765 0.894 0.958 0.869 0.876
CNRM-ESM2-1_CMIP6 [-] 15.5 15.5 13.4 2.02 2.24 0.546 0.689 0.867 0.965 0.996 0.877
EC-Earth3_BARPA [-] 14.3 14.3 13.3 1.03 1.23 0.157 0.819 0.901 0.990 0.997 0.922
EC-Earth3_CCAM [-] 14.3 14.3 13.3 1.04 1.23 0.147 0.816 0.905 0.991 0.949 0.913
EC-Earth3_CMIP6 [-] 15.4 15.4 13.3 2.11 2.21 0.141 0.671 0.890 0.991 0.976 0.884
ERA5_BARPA [-] 13.5 13.5 13.3 0.128 1.02 0.253 0.907 0.854 0.984 0.989 0.917
ERA5_CCAM [-] 12.7 12.7 13.3 -0.636 0.929 0.0965 0.879 0.910 0.994 0.982 0.935
MPI-ESM1-2-HR_BARPA [-] 13.1 13.1 13.3 -0.256 0.918 0.181 0.903 0.877 0.988 0.999 0.929
MPI-ESM1-2-HR_CMIP6 [-] 16.3 16.3 13.3 3.04 3.15 0.186 0.566 0.867 0.988 0.984 0.854
NorESM2-MM_BARPA [-] 13.1 13.1 13.3 -0.262 1.05 0.126 0.910 0.847 0.992 0.999 0.919
NorESM2-MM_CCAM [-] 11.1 11.1 13.3 -2.23 2.39 0.174 0.657 0.859 0.989 0.999 0.873
NorESM2-MM_CMIP6 [-] 15.3 15.3 13.3 2.00 2.21 0.248 0.690 0.855 0.984 0.956 0.868
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.02
ACCESS-CM2_BARPA [-] 7.16 7.16 6.03 1.14 1.40 0.351 0.679 0.811 0.977 0.987 0.853
ACCESS-CM2_CCAM [-] 6.15 6.15 6.06 0.0912 1.02 0.354 0.820 0.789 0.977 0.995 0.874
ACCESS-CM2_CMIP6 [-] 9.25 9.25 6.00 3.25 3.34 0.487 0.289 0.747 0.969 0.937 0.738
ACCESS-ESM1-5_BARPA [-] 7.77 7.77 6.03 1.74 1.88 0.320 0.568 0.817 0.979 0.989 0.834
ACCESS-ESM1-5_CCAM [-] 6.51 6.51 6.06 0.449 1.01 0.354 0.798 0.806 0.977 0.994 0.877
ACCESS-ESM1-5_CMIP6 [-] 12.8 12.8 8.55 4.23 4.30 0.00 0.217 0.759 1.00 1.00 0.747
CESM2_BARPA [-] 5.85 5.85 6.03 -0.181 0.855 0.449 0.808 0.853 0.971 0.983 0.894
CESM2_CCAM [-] 4.87 4.87 6.06 -1.19 1.44 0.363 0.657 0.827 0.977 0.991 0.856
CMCC-ESM2_BARPA [-] 6.58 6.58 6.03 0.551 0.977 0.338 0.777 0.848 0.978 0.993 0.889
CMCC-ESM2_CCAM [-] 5.94 5.94 6.06 -0.120 0.985 0.266 0.815 0.810 0.983 0.990 0.882
CMCC-ESM2_CMIP6 [-] 10.2 10.2 6.83 3.37 3.54 0.00 0.331 0.691 1.00 0.816 0.706
CNRM-ESM2-1_CCAM [-] 5.49 5.49 6.06 -0.569 1.17 0.354 0.765 0.792 0.977 0.994 0.864
CNRM-ESM2-1_CMIP6 [-] 10.1 10.1 7.28 2.86 3.05 0.486 0.356 0.688 0.969 0.0736 0.555
EC-Earth3_BARPA [-] 8.09 8.09 6.03 2.06 2.14 0.281 0.514 0.838 0.982 0.987 0.832
EC-Earth3_CCAM [-] 7.83 7.83 6.06 1.77 1.95 0.354 0.564 0.777 0.977 0.995 0.818
EC-Earth3_CMIP6 [-] 8.46 8.46 6.18 2.28 2.37 0.324 0.460 0.808 0.979 0.950 0.801
ERA5_BARPA [-] 6.71 6.71 6.04 0.672 1.07 0.304 0.749 0.850 0.980 0.980 0.882
ERA5_CCAM [-] 6.05 6.05 6.07 -0.0230 0.968 0.227 0.820 0.807 0.985 0.992 0.882
MPI-ESM1-2-HR_BARPA [-] 6.27 6.27 6.03 0.244 0.991 0.257 0.803 0.805 0.983 0.989 0.877
MPI-ESM1-2-HR_CMIP6 [-] 7.71 7.71 5.95 1.76 1.91 0.325 0.550 0.780 0.979 0.870 0.792
NorESM2-MM_BARPA [-] 6.37 6.37 6.03 0.348 0.940 0.351 0.796 0.840 0.977 0.991 0.889
NorESM2-MM_CCAM [-] 4.69 4.69 6.06 -1.37 1.68 0.354 0.627 0.770 0.977 0.984 0.826
NorESM2-MM_CMIP6 [-] 9.30 9.30 6.83 2.47 2.63 0.00 0.435 0.735 1.00 0.826 0.746
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.90
ACCESS-CM2_BARPA [-] 7.17 7.17 5.97 1.20 1.32 0.314 0.618 0.827 0.980 0.992 0.849
ACCESS-CM2_CCAM [-] 6.14 6.14 5.90 0.237 0.765 0.314 0.804 0.825 0.980 0.994 0.885
ACCESS-CM2_CMIP6 [-] 10.5 10.5 6.93 3.58 3.65 0.00 0.188 0.714 1.00 1.00 0.723
ACCESS-ESM1-5_BARPA [-] 7.71 7.71 5.97 1.75 1.82 0.308 0.491 0.816 0.980 0.991 0.819
ACCESS-ESM1-5_CCAM [-] 6.56 6.56 5.90 0.652 0.938 0.314 0.741 0.815 0.980 0.991 0.868
ACCESS-ESM1-5_CMIP6 [-] 10.5 10.5 6.05 4.48 4.53 0.487 0.179 0.769 0.969 0.107 0.559
CESM2_BARPA [-] 5.73 5.73 5.97 -0.231 0.686 0.379 0.798 0.867 0.976 0.992 0.900
CESM2_CCAM [-] 4.79 4.79 5.90 -1.12 1.23 0.618 0.628 0.856 0.960 0.988 0.858
CMCC-ESM2_BARPA [-] 6.50 6.50 5.97 0.535 0.777 0.250 0.778 0.863 0.984 0.994 0.897
CMCC-ESM2_CCAM [-] 5.77 5.77 5.90 -0.134 0.768 0.268 0.796 0.838 0.983 0.995 0.890
CMCC-ESM2_CMIP6 [-] 9.36 9.36 6.06 3.30 3.39 0.323 0.252 0.717 0.979 0.972 0.728
CNRM-ESM2-1_CCAM [-] 5.60 5.60 5.90 -0.301 0.808 0.314 0.785 0.832 0.980 0.995 0.885
CNRM-ESM2-1_CMIP6 [-] 9.74 9.74 6.88 2.86 2.94 0.323 0.299 0.749 0.979 0.898 0.735
EC-Earth3_BARPA [-] 8.26 8.26 5.97 2.29 2.33 0.302 0.392 0.836 0.981 0.991 0.807
EC-Earth3_CCAM [-] 7.92 7.92 5.90 2.01 2.09 0.314 0.441 0.796 0.980 0.994 0.801
EC-Earth3_CMIP6 [-] 8.31 8.31 6.14 2.17 2.25 0.365 0.403 0.772 0.977 0.976 0.780
ERA5_BARPA [-] 6.73 6.73 5.97 0.751 0.888 0.296 0.730 0.890 0.981 0.992 0.897
ERA5_CCAM [-] 6.09 6.09 5.91 0.174 0.710 0.290 0.810 0.847 0.981 0.991 0.895
MPI-ESM1-2-HR_BARPA [-] 6.16 6.16 5.97 0.195 0.744 0.290 0.826 0.812 0.981 0.996 0.886
MPI-ESM1-2-HR_CMIP6 [-] 7.72 7.72 6.32 1.40 1.74 0.591 0.503 0.791 0.962 0.991 0.808
NorESM2-MM_BARPA [-] 6.31 6.31 5.97 0.349 0.707 0.314 0.804 0.865 0.980 0.992 0.901
NorESM2-MM_CCAM [-] 4.73 4.73 5.90 -1.17 1.35 0.314 0.615 0.802 0.980 0.984 0.837
NorESM2-MM_CMIP6 [-] 8.44 8.44 6.06 2.38 2.46 0.323 0.376 0.764 0.979 0.995 0.776
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.38
ACCESS-CM2_BARPA [-] 9.48 9.48 7.47 2.00 2.13 0.295 0.597 0.855 0.981 0.975 0.853
ACCESS-CM2_CCAM [-] 8.20 8.20 7.40 0.802 1.18 0.449 0.787 0.850 0.971 0.958 0.883
ACCESS-CM2_CMIP6 [-] 11.5 11.5 8.96 2.58 2.70 0.326 0.486 0.805 0.979 0.992 0.814
ACCESS-ESM1-5_BARPA [-] 10.1 10.1 7.47 2.61 2.69 0.395 0.510 0.859 0.975 0.973 0.835
ACCESS-ESM1-5_CCAM [-] 8.72 8.72 7.40 1.32 1.48 0.412 0.708 0.872 0.974 0.952 0.875
ACCESS-ESM1-5_CMIP6 [-] 13.2 13.2 8.46 4.75 4.77 0.656 0.284 0.883 0.958 0.861 0.774
CESM2_BARPA [-] 8.40 8.40 7.47 0.928 1.25 0.254 0.752 0.890 0.984 0.976 0.898
CESM2_CCAM [-] 7.33 7.33 7.40 -0.0659 0.908 0.361 0.826 0.878 0.977 0.946 0.901
CMCC-ESM2_BARPA [-] 9.17 9.17 7.47 1.70 1.81 0.266 0.647 0.889 0.983 0.988 0.879
CMCC-ESM2_CCAM [-] 8.24 8.24 7.40 0.840 1.14 0.432 0.787 0.867 0.972 0.976 0.894
CMCC-ESM2_CMIP6 [-] 12.0 12.0 7.86 4.11 4.18 0.328 0.326 0.816 0.979 0.997 0.787
CNRM-ESM2-1_CCAM [-] 7.61 7.61 7.40 0.210 0.941 0.432 0.836 0.861 0.972 0.969 0.900
CNRM-ESM2-1_CMIP6 [-] 10.7 10.7 7.27 3.45 3.53 0.660 0.378 0.808 0.958 0.841 0.759
EC-Earth3_BARPA [-] 10.4 10.4 7.47 2.93 2.98 0.287 0.468 0.869 0.982 0.987 0.835
EC-Earth3_CCAM [-] 9.75 9.75 7.40 2.35 2.44 0.396 0.539 0.847 0.975 0.978 0.837
EC-Earth3_CMIP6 [-] 10.2 10.2 7.41 2.81 2.94 0.330 0.484 0.820 0.979 0.973 0.815
ERA5_BARPA [-] 9.08 9.08 7.49 1.59 1.73 0.215 0.663 0.891 0.986 0.973 0.881
ERA5_CCAM [-] 8.19 8.19 7.42 0.773 1.14 0.116 0.794 0.860 0.993 0.960 0.893
MPI-ESM1-2-HR_BARPA [-] 8.92 8.92 7.47 1.45 1.66 0.412 0.685 0.861 0.974 0.989 0.874
MPI-ESM1-2-HR_CMIP6 [-] 10.0 10.0 7.05 2.95 3.01 0.166 0.474 0.858 0.989 0.774 0.791
NorESM2-MM_BARPA [-] 8.78 8.78 7.47 1.31 1.50 0.405 0.706 0.881 0.974 0.985 0.885
NorESM2-MM_CCAM [-] 6.82 6.82 7.40 -0.578 1.10 0.432 0.798 0.863 0.972 0.927 0.884
NorESM2-MM_CMIP6 [-] 10.8 10.8 7.86 2.97 3.04 0.328 0.457 0.847 0.979 0.996 0.825
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.35
ACCESS-CM2_BARPA [-] 9.74 9.74 8.36 1.38 1.49 0.00 0.625 0.845 1.00 0.999 0.863
ACCESS-CM2_CCAM [-] 8.68 8.68 8.38 0.301 0.801 0.00 0.858 0.802 1.00 0.996 0.891
ACCESS-CM2_CMIP6 [-] 12.3 12.3 9.11 3.18 3.27 0.00 0.313 0.766 1.00 0.727 0.714
ACCESS-ESM1-5_BARPA [-] 10.1 10.1 8.36 1.76 1.83 0.00 0.547 0.874 1.00 0.997 0.859
ACCESS-ESM1-5_CCAM [-] 9.25 9.25 8.38 0.867 1.09 0.00 0.739 0.824 1.00 0.998 0.877
ACCESS-ESM1-5_CMIP6 [-] 10.9 10.9 7.92 2.94 2.98 0.00 0.386 0.859 1.00 0.235 0.668
CESM2_BARPA [-] 8.45 8.45 8.36 0.0839 0.700 0.836 0.841 0.862 0.946 0.994 0.901
CESM2_CCAM [-] 7.39 7.39 8.38 -0.991 1.16 0.584 0.706 0.829 0.963 0.999 0.865
CMCC-ESM2_BARPA [-] 8.98 8.98 8.36 0.617 0.895 0.789 0.779 0.856 0.949 0.998 0.888
CMCC-ESM2_CCAM [-] 8.59 8.59 8.38 0.210 0.845 0.384 0.815 0.835 0.975 0.990 0.890
CMCC-ESM2_CMIP6 [-] 10.8 10.8 8.58 2.27 2.32 0.198 0.440 0.849 0.987 0.797 0.784
CNRM-ESM2-1_CCAM [-] 8.66 8.66 8.38 0.280 0.818 0.00 0.813 0.849 1.00 0.983 0.899
CNRM-ESM2-1_CMIP6 [-] 13.1 13.1 9.55 3.57 3.60 0.00 0.242 0.833 1.00 1.00 0.782
EC-Earth3_BARPA [-] 10.6 10.6 8.36 2.20 2.24 0.00 0.468 0.890 1.00 0.998 0.849
EC-Earth3_CCAM [-] 10.7 10.7 8.38 2.27 2.36 0.00 0.461 0.804 1.00 0.987 0.811
EC-Earth3_CMIP6 [-] 11.1 11.1 8.49 2.66 2.75 0.00 0.387 0.781 1.00 0.986 0.787
ERA5_BARPA [-] 9.42 9.42 8.37 1.05 1.15 0.00 0.692 0.908 1.00 0.998 0.901
ERA5_CCAM [-] 9.08 9.08 8.39 0.681 0.843 0.0275 0.776 0.915 0.998 0.990 0.919
MPI-ESM1-2-HR_BARPA [-] 8.92 8.92 8.36 0.562 0.897 0.00 0.786 0.846 1.00 0.998 0.895
MPI-ESM1-2-HR_CMIP6 [-] 10.2 10.2 8.50 1.74 1.82 0.393 0.553 0.855 0.975 0.999 0.848
NorESM2-MM_BARPA [-] 8.85 8.85 8.36 0.487 0.802 0.00 0.799 0.874 1.00 0.998 0.909
NorESM2-MM_CCAM [-] 7.55 7.55 8.38 -0.835 1.05 0.00 0.723 0.882 1.00 0.997 0.897
NorESM2-MM_CMIP6 [-] 10.7 10.7 8.58 2.09 2.20 0.00 0.462 0.781 1.00 0.998 0.804
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 10.6 0.824 1.22 0.191 0.790 0.828 0.988 0.999 0.887
ACCESS-CM2_CCAM [-] 11.1 11.1 10.7 0.436 0.968 0.207 0.860 0.833 0.987 0.925 0.887
ACCESS-CM2_CMIP6 [-] 14.1 14.1 11.3 2.82 2.95 0.00 0.447 0.786 1.00 0.706 0.745
ACCESS-ESM1-5_BARPA [-] 11.8 11.8 10.6 1.12 1.40 0.229 0.738 0.841 0.985 0.999 0.881
ACCESS-ESM1-5_CCAM [-] 11.5 11.5 10.7 0.867 1.22 0.204 0.784 0.855 0.987 0.968 0.890
ACCESS-ESM1-5_CMIP6 [-] 12.3 12.3 9.98 2.33 2.40 0.00 0.559 0.867 1.00 0.895 0.838
CESM2_BARPA [-] 10.1 10.1 10.6 -0.579 1.27 0.729 0.826 0.776 0.953 0.999 0.866
CESM2_CCAM [-] 9.81 9.81 10.7 -0.853 1.03 0.267 0.774 0.916 0.983 0.945 0.907
CMCC-ESM2_BARPA [-] 10.5 10.5 10.6 -0.119 1.23 0.578 0.873 0.761 0.963 0.995 0.870
CMCC-ESM2_CCAM [-] 11.3 11.3 10.7 0.602 1.08 0.276 0.805 0.874 0.982 0.991 0.905
CMCC-ESM2_CMIP6 [-] 13.9 13.9 10.5 3.44 3.50 0.282 0.406 0.850 0.982 0.781 0.774
CNRM-ESM2-1_CCAM [-] 11.4 11.4 10.7 0.720 1.21 0.207 0.793 0.847 0.987 0.995 0.894
CNRM-ESM2-1_CMIP6 [-] 13.5 13.5 10.8 2.75 2.84 0.197 0.490 0.845 0.987 0.963 0.826
EC-Earth3_BARPA [-] 11.9 11.9 10.6 1.23 1.58 0.236 0.708 0.823 0.985 0.987 0.865
EC-Earth3_CCAM [-] 13.3 13.3 10.7 2.63 2.71 0.202 0.511 0.849 0.987 0.997 0.839
EC-Earth3_CMIP6 [-] 14.1 14.1 10.8 3.35 3.42 0.199 0.403 0.834 0.987 0.960 0.804
ERA5_BARPA [-] 11.1 11.1 10.7 0.489 1.10 0.202 0.843 0.813 0.987 0.998 0.891
ERA5_CCAM [-] 11.6 11.6 10.7 0.937 1.17 0.158 0.772 0.909 0.990 0.997 0.916
MPI-ESM1-2-HR_BARPA [-] 10.8 10.8 10.6 0.166 0.985 0.661 0.872 0.822 0.958 0.996 0.894
MPI-ESM1-2-HR_CMIP6 [-] 13.5 13.5 10.7 2.80 2.83 0.762 0.468 0.893 0.951 0.956 0.832
NorESM2-MM_BARPA [-] 10.6 10.6 10.6 -0.0351 1.02 0.175 0.884 0.807 0.989 0.996 0.897
NorESM2-MM_CCAM [-] 9.82 9.82 10.7 -0.837 1.37 0.196 0.726 0.870 0.987 0.978 0.886
NorESM2-MM_CMIP6 [-] 13.2 13.2 10.5 2.66 2.77 0.282 0.496 0.812 0.982 0.863 0.793
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 [-] 11.9 11.9 11.1 0.768 0.946 0.0701 0.819 0.881 0.996 0.999 0.915
ACCESS-CM2_CCAM [-] 11.0 11.0 11.1 -0.163 0.789 0.0700 0.910 0.841 0.996 0.994 0.916
ACCESS-CM2_CMIP6 [-] 13.5 13.5 11.2 2.30 2.55 0.00 0.568 0.790 1.00 0.754 0.781
ACCESS-ESM1-5_BARPA [-] 12.3 12.3 11.1 1.17 1.25 0.0587 0.740 0.898 0.996 0.997 0.906
ACCESS-ESM1-5_CCAM [-] 11.1 11.1 11.1 -0.0264 0.931 0.111 0.895 0.823 0.993 0.991 0.905
ACCESS-ESM1-5_CMIP6 [-] 14.1 14.1 11.3 2.81 3.07 0.307 0.501 0.806 0.980 0.851 0.789
CESM2_BARPA [-] 10.6 10.6 11.1 -0.505 0.976 0.145 0.862 0.828 0.991 0.990 0.900
CESM2_CCAM [-] 9.99 9.99 11.1 -1.13 1.24 0.125 0.741 0.909 0.992 0.983 0.907
CMCC-ESM2_BARPA [-] 11.1 11.1 11.1 0.00427 0.750 0.0701 0.928 0.847 0.996 0.988 0.921
CMCC-ESM2_CCAM [-] 10.9 10.9 11.1 -0.243 0.889 0.0373 0.855 0.866 0.998 0.950 0.907
CMCC-ESM2_CMIP6 [-] 14.1 14.1 11.1 3.02 3.08 0.227 0.469 0.858 0.985 0.785 0.791
CNRM-ESM2-1_CCAM [-] 10.2 10.2 11.1 -0.908 1.23 0.0700 0.775 0.862 0.996 0.999 0.899
CNRM-ESM2-1_CMIP6 [-] 13.0 13.0 11.2 1.80 2.16 0.0995 0.638 0.777 0.994 0.904 0.818
EC-Earth3_BARPA [-] 12.9 12.9 11.1 1.76 1.84 0.120 0.634 0.880 0.992 0.999 0.877
EC-Earth3_CCAM [-] 13.0 13.0 11.1 1.90 1.98 0.0347 0.617 0.871 0.998 0.984 0.868
EC-Earth3_CMIP6 [-] 13.6 13.6 11.2 2.44 2.58 0.132 0.538 0.814 0.992 0.983 0.828
ERA5_BARPA [-] 11.4 11.4 11.1 0.311 0.833 0.0672 0.906 0.843 0.996 0.999 0.917
ERA5_CCAM [-] 10.9 10.9 11.1 -0.201 0.702 0.276 0.868 0.914 0.982 0.985 0.933
MPI-ESM1-2-HR_BARPA [-] 10.7 10.7 11.1 -0.378 0.879 0.323 0.888 0.837 0.979 0.997 0.908
MPI-ESM1-2-HR_CMIP6 [-] 13.2 13.2 11.1 2.11 2.25 0.309 0.596 0.836 0.980 0.886 0.827
NorESM2-MM_BARPA [-] 11.0 11.0 11.1 -0.0747 0.811 0.0361 0.921 0.838 0.998 0.997 0.918
NorESM2-MM_CCAM [-] 9.13 9.13 11.1 -1.99 2.08 0.512 0.599 0.891 0.967 0.969 0.863
NorESM2-MM_CMIP6 [-] 13.5 13.5 11.1 2.48 2.72 0.531 0.531 0.763 0.966 0.860 0.776
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
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 0.325 1.29 1.24 0.835 0.676 0.870 0.991 0.810
ACCESS-CM2_CCAM [-] 20.2 20.2 20.5 -0.294 1.04 1.17 0.812 0.760 0.881 1.00 0.842
ACCESS-CM2_CMIP6 [-] 23.8 23.8 20.5 3.34 3.51 1.20 0.310 0.674 0.898 0.937 0.699
ACCESS-ESM1-5_BARPA [-] 21.5 21.5 20.4 1.04 1.65 1.28 0.694 0.654 0.860 0.994 0.771
ACCESS-ESM1-5_CCAM [-] 21.6 21.6 20.5 1.12 1.56 1.21 0.685 0.697 0.870 0.998 0.790
ACCESS-ESM1-5_CMIP6 [-] 25.2 25.2 21.9 3.28 3.46 0.762 0.251 0.633 0.950 0.975 0.688
CESM2_BARPA [-] 20.6 20.6 20.4 0.132 1.02 1.22 0.844 0.745 0.872 0.992 0.840
CESM2_CCAM [-] 20.6 20.6 20.5 0.149 1.09 0.570 0.861 0.722 0.954 0.997 0.851
CMCC-ESM2_BARPA [-] 20.4 20.4 20.4 -0.0197 0.897 0.998 0.842 0.787 0.911 0.992 0.864
CMCC-ESM2_CCAM [-] 20.2 20.2 20.5 -0.261 0.973 1.27 0.821 0.780 0.863 0.997 0.848
CMCC-ESM2_CMIP6 [-] 24.1 24.1 20.9 3.15 3.23 0.562 0.316 0.765 0.950 0.906 0.741
CNRM-ESM2-1_CCAM [-] 17.6 17.6 20.5 -2.87 2.96 0.560 0.375 0.804 0.958 0.999 0.788
CNRM-ESM2-1_CMIP6 [-] 21.9 21.9 21.5 0.337 0.768 0.853 0.810 0.814 0.924 0.862 0.845
EC-Earth3_BARPA [-] 19.6 19.6 20.4 -0.869 1.60 0.730 0.714 0.656 0.946 0.996 0.794
EC-Earth3_CCAM [-] 19.7 19.7 20.5 -0.786 1.20 0.750 0.718 0.794 0.932 0.992 0.846
EC-Earth3_CMIP6 [-] 20.4 20.4 20.5 -0.0670 0.771 0.142 0.885 0.801 0.990 0.979 0.891
ERA5_BARPA [-] 20.4 20.4 20.4 -0.0263 0.732 1.21 0.852 0.838 0.875 0.997 0.880
ERA5_CCAM [-] 20.1 20.1 20.5 -0.382 1.03 0.720 0.802 0.777 0.933 0.997 0.857
MPI-ESM1-2-HR_BARPA [-] 19.8 19.8 20.4 -0.664 1.43 1.23 0.750 0.685 0.868 0.983 0.794
MPI-ESM1-2-HR_CMIP6 [-] 22.9 22.9 20.9 1.99 2.15 0.412 0.502 0.757 0.972 0.921 0.782
NorESM2-MM_BARPA [-] 20.8 20.8 20.4 0.405 0.891 0.825 0.827 0.799 0.931 0.989 0.869
NorESM2-MM_CCAM [-] 19.5 19.5 20.5 -1.01 1.38 0.744 0.687 0.756 0.931 1.00 0.826
NorESM2-MM_CMIP6 [-] 23.8 23.8 20.9 2.91 3.10 0.463 0.341 0.685 0.969 0.890 0.714

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

Relationships

Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.670 0.626 0.893 0.881 0.887
ACCESS-CM2_CCAM [-] 0.509 0.517 0.912 0.965 0.939
ACCESS-CM2_CMIP6 [-] 0.484 0.673 0.910 0.728 0.819
ACCESS-ESM1-5_BARPA [-] 0.681 0.667 0.876 0.850 0.863
ACCESS-ESM1-5_CCAM [-] 0.480 0.682 0.940 0.927 0.934
ACCESS-ESM1-5_CMIP6 [-] 0.464 0.597 0.887 0.712 0.800
CESM2_BARPA [-] 0.678 0.632 0.883 0.928 0.906
CESM2_CCAM [-] 0.663 0.592 0.945 0.965 0.955
CMCC-ESM2_BARPA [-] 0.731 0.715 0.853 0.895 0.874
CMCC-ESM2_CCAM [-] 0.535 0.556 0.898 0.966 0.932
CMCC-ESM2_CMIP6 [-] 0.447 0.608 0.931 0.708 0.819
CNRM-ESM2-1_CCAM [-] 0.514 0.527 0.862 0.883 0.872
CNRM-ESM2-1_CMIP6 [-] 0.633 0.610 0.850 0.768 0.809
EC-Earth3_BARPA [-] 0.681 0.526 0.953 0.863 0.908
EC-Earth3_CCAM [-] 0.588 0.564 0.936 0.910 0.923
EC-Earth3_CMIP6 [-] 0.615 0.636 0.924 0.782 0.853
ERA5_BARPA [-] 0.681 0.617 0.927 0.898 0.913
ERA5_CCAM [-] 0.527 0.641 0.901 0.955 0.928
MPI-ESM1-2-HR_BARPA [-] 0.687 0.588 0.928 0.931 0.929
MPI-ESM1-2-HR_CMIP6 [-] 0.745 0.737 0.818 0.735 0.777
NorESM2-MM_BARPA [-] 0.579 0.611 0.946 0.912 0.929
NorESM2-MM_CCAM [-] 0.460 0.653 0.873 0.933 0.903
NorESM2-MM_CMIP6 [-] 0.419 0.512 0.928 0.690 0.809
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.635 0.620 0.781 0.821 0.801
ACCESS-CM2_CCAM [-] 0.699 0.578 0.877 0.851 0.864
ACCESS-CM2_CMIP6 [-] 0.760 0.487 0.648 0.704 0.676
ACCESS-ESM1-5_BARPA [-] 0.625 0.634 0.715 0.765 0.740
ACCESS-ESM1-5_CCAM [-] 0.588 0.615 0.743 0.785 0.764
ACCESS-ESM1-5_CMIP6 [-] 0.520 0.497 0.647 0.626 0.637
CESM2_BARPA [-] 0.645 0.676 0.853 0.894 0.874
CESM2_CCAM [-] 0.592 0.644 0.867 0.905 0.886
CMCC-ESM2_BARPA [-] 0.657 0.685 0.822 0.858 0.840
CMCC-ESM2_CCAM [-] 0.641 0.578 0.896 0.852 0.874
CMCC-ESM2_CMIP6 [-] 0.637 0.594 0.589 0.592 0.590
CNRM-ESM2-1_CCAM [-] 0.622 0.645 0.917 0.948 0.933
CNRM-ESM2-1_CMIP6 [-] 0.591 0.557 0.853 0.727 0.790
EC-Earth3_BARPA [-] 0.663 0.728 0.766 0.834 0.800
EC-Earth3_CCAM [-] 0.672 0.649 0.800 0.795 0.797
EC-Earth3_CMIP6 [-] 0.611 0.609 0.684 0.608 0.646
ERA5_BARPA [-] 0.648 0.650 0.823 0.860 0.842
ERA5_CCAM [-] 0.679 0.614 0.893 0.880 0.886
MPI-ESM1-2-HR_BARPA [-] 0.643 0.757 0.879 0.920 0.900
MPI-ESM1-2-HR_CMIP6 [-] 0.623 0.571 0.628 0.580 0.604
NorESM2-MM_BARPA [-] 0.652 0.625 0.836 0.881 0.858
NorESM2-MM_CCAM [-] 0.679 0.619 0.916 0.965 0.940
NorESM2-MM_CMIP6 [-] 0.575 0.462 0.604 0.635 0.619
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.649 0.696 0.896 0.779 0.852
ACCESS-CM2_CCAM [-] 0.581 0.718 0.862 0.868 0.887
ACCESS-CM2_CMIP6 [-] 0.432 0.572 0.715 0.609 0.695
ACCESS-ESM1-5_BARPA [-] 0.659 0.687 0.839 0.732 0.807
ACCESS-ESM1-5_CCAM [-] 0.570 0.721 0.847 0.796 0.847
ACCESS-ESM1-5_CMIP6 [-] 0.531 0.522 0.718 0.728 0.752
CESM2_BARPA [-] 0.681 0.671 0.918 0.806 0.875
CESM2_CCAM [-] 0.683 0.686 0.931 0.877 0.923
CMCC-ESM2_BARPA [-] 0.671 0.679 0.920 0.779 0.858
CMCC-ESM2_CCAM [-] 0.616 0.678 0.874 0.856 0.894
CMCC-ESM2_CMIP6 [-] 0.496 0.580 0.721 0.655 0.755
CNRM-ESM2-1_CCAM [-] 0.697 0.666 0.856 0.903 0.884
CNRM-ESM2-1_CMIP6 [-] 0.524 0.634 0.808 0.709 0.831
EC-Earth3_BARPA [-] 0.713 0.651 0.883 0.752 0.832
EC-Earth3_CCAM [-] 0.648 0.713 0.901 0.812 0.875
EC-Earth3_CMIP6 [-] 0.598 0.612 0.818 0.697 0.785
ERA5_BARPA [-] 0.682 0.677 0.916 0.791 0.865
ERA5_CCAM [-] 0.683 0.696 0.935 0.878 0.918
MPI-ESM1-2-HR_BARPA [-] 0.705 0.657 0.946 0.808 0.877
MPI-ESM1-2-HR_CMIP6 [-] 0.575 0.575 0.788 0.650 0.718
NorESM2-MM_BARPA [-] 0.662 0.679 0.916 0.805 0.879
NorESM2-MM_CCAM [-] 0.588 0.673 0.820 0.934 0.886
NorESM2-MM_CMIP6 [-] 0.584 0.572 0.752 0.683 0.769
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.561 0.610 0.974 0.957 0.957
ACCESS-CM2_CCAM [-] 0.479 0.601 0.950 0.973 0.963
ACCESS-CM2_CMIP6 [-] 0.608 0.654 0.912 0.793 0.867
ACCESS-ESM1-5_BARPA [-] 0.535 0.639 0.924 0.933 0.936
ACCESS-ESM1-5_CCAM [-] 0.489 0.590 0.942 0.915 0.933
ACCESS-ESM1-5_CMIP6 [-] 0.573 0.613 0.877 0.829 0.865
CESM2_BARPA [-] 0.522 0.612 0.976 0.958 0.965
CESM2_CCAM [-] 0.502 0.598 0.964 0.954 0.959
CMCC-ESM2_BARPA [-] 0.547 0.655 0.977 0.951 0.960
CMCC-ESM2_CCAM [-] 0.565 0.607 0.980 0.969 0.961
CMCC-ESM2_CMIP6 [-] 0.675 0.637 0.890 0.765 0.832
CNRM-ESM2-1_CCAM [-] 0.467 0.543 0.852 0.879 0.865
CNRM-ESM2-1_CMIP6 [-] 0.642 0.598 0.888 0.854 0.896
EC-Earth3_BARPA [-] 0.585 0.583 0.955 0.952 0.949
EC-Earth3_CCAM [-] 0.527 0.545 0.952 0.968 0.960
EC-Earth3_CMIP6 [-] 0.645 0.582 0.959 0.923 0.940
ERA5_BARPA [-] 0.520 0.629 0.961 0.958 0.960
ERA5_CCAM [-] 0.484 0.559 0.954 0.959 0.960
MPI-ESM1-2-HR_BARPA [-] 0.597 0.615 0.960 0.951 0.946
MPI-ESM1-2-HR_CMIP6 [-] 0.677 0.649 0.837 0.802 0.814
NorESM2-MM_BARPA [-] 0.588 0.622 0.975 0.960 0.961
NorESM2-MM_CCAM [-] 0.553 0.592 0.921 0.950 0.934
NorESM2-MM_CMIP6 [-] 0.610 0.592 0.860 0.764 0.835
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.576 0.628 0.810 0.731 0.770
ACCESS-CM2_CCAM [-] 0.733 0.735 0.911 0.828 0.869
ACCESS-CM2_CMIP6 [-] 0.612 0.482 0.539 0.549 0.544
ACCESS-ESM1-5_BARPA [-] 0.602 0.641 0.772 0.683 0.728
ACCESS-ESM1-5_CCAM [-] 0.666 0.718 0.809 0.746 0.777
ACCESS-ESM1-5_CMIP6 [-] 0.660 0.651 0.565 0.542 0.554
CESM2_BARPA [-] 0.678 0.619 0.902 0.816 0.859
CESM2_CCAM [-] 0.733 0.652 0.916 0.898 0.907
CMCC-ESM2_BARPA [-] 0.674 0.649 0.850 0.768 0.809
CMCC-ESM2_CCAM [-] 0.679 0.691 0.893 0.809 0.851
CMCC-ESM2_CMIP6 [-] 0.646 0.569 0.490 0.570 0.530
CNRM-ESM2-1_CCAM [-] 0.623 0.598 0.939 0.875 0.907
CNRM-ESM2-1_CMIP6 [-] 0.559 0.476 0.584 0.574 0.579
EC-Earth3_BARPA [-] 0.540 0.572 0.770 0.689 0.729
EC-Earth3_CCAM [-] 0.687 0.657 0.758 0.674 0.716
EC-Earth3_CMIP6 [-] 0.615 0.546 0.527 0.531 0.529
ERA5_BARPA [-] 0.626 0.595 0.861 0.761 0.811
ERA5_CCAM [-] 0.640 0.613 0.878 0.803 0.841
MPI-ESM1-2-HR_BARPA [-] 0.574 0.670 0.884 0.790 0.837
MPI-ESM1-2-HR_CMIP6 [-] 0.576 0.570 0.530 0.538 0.534
NorESM2-MM_BARPA [-] 0.612 0.599 0.879 0.800 0.839
NorESM2-MM_CCAM [-] 0.703 0.679 0.917 0.913 0.915
NorESM2-MM_CMIP6 [-] 0.664 0.576 0.518 0.598 0.558
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.550 0.431 0.945 0.965 0.950
ACCESS-CM2_CCAM [-] 0.450 0.440 0.919 0.931 0.929
ACCESS-CM2_CMIP6 [-] 0.612 0.677 0.873 0.800 0.822
ACCESS-ESM1-5_BARPA [-] 0.546 0.484 0.916 0.942 0.910
ACCESS-ESM1-5_CCAM [-] 0.574 0.567 0.955 0.953 0.940
ACCESS-ESM1-5_CMIP6 [-] 0.566 0.669 0.863 0.833 0.824
CESM2_BARPA [-] 0.571 0.431 0.927 0.953 0.932
CESM2_CCAM [-] 0.645 0.492 0.939 0.914 0.917
CMCC-ESM2_BARPA [-] 0.532 0.403 0.910 0.963 0.940
CMCC-ESM2_CCAM [-] 0.513 0.440 0.922 0.940 0.930
CMCC-ESM2_CMIP6 [-] 0.617 0.609 0.861 0.817 0.817
CNRM-ESM2-1_CCAM [-] 0.477 0.465 0.865 0.881 0.875
CNRM-ESM2-1_CMIP6 [-] 0.630 0.553 0.876 0.795 0.822
EC-Earth3_BARPA [-] 0.699 0.401 0.936 0.971 0.938
EC-Earth3_CCAM [-] 0.543 0.499 0.948 0.976 0.940
EC-Earth3_CMIP6 [-] 0.655 0.644 0.876 0.885 0.866
ERA5_BARPA [-] 0.609 0.397 0.960 0.987 0.962
ERA5_CCAM [-] 0.615 0.528 0.948 0.957 0.947
MPI-ESM1-2-HR_BARPA [-] 0.643 0.427 0.936 0.957 0.944
MPI-ESM1-2-HR_CMIP6 [-] 0.691 0.628 0.694 0.836 0.765
NorESM2-MM_BARPA [-] 0.580 0.415 0.934 0.980 0.951
NorESM2-MM_CCAM [-] 0.409 0.514 0.821 0.878 0.868
NorESM2-MM_CMIP6 [-] 0.616 0.603 0.874 0.779 0.807
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.722 0.671 0.749 0.741 0.707
ACCESS-CM2_CCAM [-] 0.783 0.694 0.917 0.867 0.856
ACCESS-CM2_CMIP6 [-] 0.636 0.668 0.473 0.468
ACCESS-ESM1-5_BARPA [-] 0.667 0.653 0.728 0.682 0.662
ACCESS-ESM1-5_CCAM [-] 0.779 0.701 0.866 0.817 0.811
ACCESS-ESM1-5_CMIP6 [-] 0.579 0.590 0.348 0.501
CESM2_BARPA [-] 0.693 0.675 0.903 0.861 0.835
CESM2_CCAM [-] 0.703 0.713 0.813 0.871 0.826
CMCC-ESM2_BARPA [-] 0.651 0.642 0.798 0.799 0.755
CMCC-ESM2_CCAM [-] 0.737 0.675 0.884 0.919 0.879
CMCC-ESM2_CMIP6 [-] 0.585 0.643 0.517 0.513 0.586
CNRM-ESM2-1_CCAM [-] 0.742 0.701 0.900 0.879 0.870
CNRM-ESM2-1_CMIP6 [-] 0.531 0.555 0.482 0.440 0.490
EC-Earth3_BARPA [-] 0.630 0.601 0.638 0.659 0.610
EC-Earth3_CCAM [-] 0.765 0.641 0.666 0.726 0.675
EC-Earth3_CMIP6 [-] 0.591 0.600 0.585 0.528 0.536
ERA5_BARPA [-] 0.697 0.667 0.766 0.789 0.759
ERA5_CCAM [-] 0.715 0.690 0.878 0.876 0.856
MPI-ESM1-2-HR_BARPA [-] 0.674 0.661 0.867 0.797 0.793
MPI-ESM1-2-HR_CMIP6 [-] 0.596 0.511 0.712 0.582 0.607
NorESM2-MM_BARPA [-] 0.672 0.654 0.841 0.829 0.795
NorESM2-MM_CCAM [-] 0.712 0.711 0.819 0.828 0.812
NorESM2-MM_CMIP6 [-] 0.596 0.554 0.559 0.573 0.633
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.359 0.479 0.919 0.925 0.899
ACCESS-CM2_CCAM [-] 0.389 0.553 0.957 0.901 0.921
ACCESS-CM2_CMIP6 [-] 0.593 0.684 0.742 0.797 0.760
ACCESS-ESM1-5_BARPA [-] 0.377 0.538 0.881 0.902 0.872
ACCESS-ESM1-5_CCAM [-] 0.411 0.554 0.957 0.911 0.916
ACCESS-ESM1-5_CMIP6 [-] 0.462 0.635 0.740 0.774 0.796
CESM2_BARPA [-] 0.346 0.472 0.931 0.963 0.936
CESM2_CCAM [-] 0.396 0.516 0.887 0.896 0.898
CMCC-ESM2_BARPA [-] 0.370 0.485 0.942 0.973 0.939
CMCC-ESM2_CCAM [-] 0.406 0.544 0.966 0.934 0.930
CMCC-ESM2_CMIP6 [-] 0.498 0.503 0.723 0.739 0.726
CNRM-ESM2-1_CCAM [-] 0.449 0.581 0.931 0.899 0.892
CNRM-ESM2-1_CMIP6 [-] 0.498 0.486 0.772 0.813 0.788
EC-Earth3_BARPA [-] 0.448 0.519 0.833 0.867 0.849
EC-Earth3_CCAM [-] 0.494 0.568 0.830 0.813 0.802
EC-Earth3_CMIP6 [-] 0.517 0.713 0.780 0.788 0.767
ERA5_BARPA [-] 0.375 0.473 0.933 0.945 0.924
ERA5_CCAM [-] 0.425 0.580 0.972 0.914 0.917
MPI-ESM1-2-HR_BARPA [-] 0.390 0.539 0.953 0.939 0.938
MPI-ESM1-2-HR_CMIP6 [-] 0.536 0.559 0.799 0.767 0.767
NorESM2-MM_BARPA [-] 0.348 0.483 0.933 0.974 0.929
NorESM2-MM_CCAM [-] 0.462 0.561 0.879 0.858 0.871
NorESM2-MM_CMIP6 [-] 0.567 0.614 0.795 0.785 0.792
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.683 0.691 0.932 0.932 0.932
ACCESS-CM2_CCAM [-] 0.452 0.641 0.923 0.933 0.928
ACCESS-CM2_CMIP6 [-] 0.711 0.728 0.860 0.751 0.805
ACCESS-ESM1-5_BARPA [-] 0.650 0.698 0.915 0.906 0.911
ACCESS-ESM1-5_CCAM [-] 0.465 0.659 0.886 0.903 0.895
ACCESS-ESM1-5_CMIP6 [-] 0.661 0.718 0.676 0.828 0.752
CESM2_BARPA [-] 0.577 0.662 0.953 0.933 0.943
CESM2_CCAM [-] 0.520 0.667 0.912 0.947 0.929
CMCC-ESM2_BARPA [-] 0.611 0.715 0.929 0.928 0.929
CMCC-ESM2_CCAM [-] 0.434 0.658 0.938 0.949 0.944
CMCC-ESM2_CMIP6 [-] 0.617 0.536 0.777 0.783 0.780
CNRM-ESM2-1_CCAM [-] 0.468 0.696 0.877 0.886 0.881
CNRM-ESM2-1_CMIP6 [-] 0.573 0.793 0.858 0.849 0.853
EC-Earth3_BARPA [-] 0.510 0.730 0.922 0.934 0.928
EC-Earth3_CCAM [-] 0.468 0.637 0.940 0.942 0.941
EC-Earth3_CMIP6 [-] 0.666 0.551 0.900 0.948 0.924
ERA5_BARPA [-] 0.619 0.684 0.966 0.935 0.950
ERA5_CCAM [-] 0.453 0.647 0.946 0.952 0.949
MPI-ESM1-2-HR_BARPA [-] 0.670 0.699 0.927 0.944 0.936
MPI-ESM1-2-HR_CMIP6 [-] 0.564 0.513 0.854 0.813 0.834
NorESM2-MM_BARPA [-] 0.570 0.708 0.961 0.933 0.947
NorESM2-MM_CCAM [-] 0.468 0.670 0.930 0.954 0.942
NorESM2-MM_CMIP6 [-] 0.506 0.590 0.741 0.809 0.775
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.576 0.556 0.697 0.836 0.766
ACCESS-CM2_CCAM [-] 0.592 0.513 0.751 0.851 0.801
ACCESS-CM2_CMIP6 [-] 0.604 0.581 0.689 0.788 0.739
ACCESS-ESM1-5_BARPA [-] 0.582 0.559 0.715 0.799 0.757
ACCESS-ESM1-5_CCAM [-] 0.569 0.551 0.720 0.846 0.783
ACCESS-ESM1-5_CMIP6 [-] 0.548 0.501 0.707 0.792 0.750
CESM2_BARPA [-] 0.572 0.570 0.762 0.857 0.810
CESM2_CCAM [-] 0.570 0.569 0.695 0.872 0.783
CMCC-ESM2_BARPA [-] 0.570 0.556 0.773 0.831 0.802
CMCC-ESM2_CCAM [-] 0.601 0.576 0.736 0.883 0.810
CMCC-ESM2_CMIP6 [-] 0.571 0.653 0.774 0.817 0.795
CNRM-ESM2-1_CCAM [-] 0.558 0.486 0.843 0.825 0.834
CNRM-ESM2-1_CMIP6 [-] 0.594 0.590 0.783 0.788 0.786
EC-Earth3_BARPA [-] 0.534 0.468 0.715 0.760 0.738
EC-Earth3_CCAM [-] 0.577 0.476 0.749 0.766 0.757
EC-Earth3_CMIP6 [-] 0.607 0.540 0.771 0.756 0.764
ERA5_BARPA [-] 0.545 0.565 0.733 0.840 0.786
ERA5_CCAM [-] 0.573 0.534 0.764 0.837 0.801
MPI-ESM1-2-HR_BARPA [-] 0.555 0.553 0.746 0.830 0.788
MPI-ESM1-2-HR_CMIP6 [-] 0.537 0.615 0.696 0.794 0.745
NorESM2-MM_BARPA [-] 0.589 0.587 0.692 0.869 0.780
NorESM2-MM_CCAM [-] 0.574 0.565 0.770 0.877 0.824
NorESM2-MM_CMIP6 [-] 0.580 0.589 0.717 0.814 0.766
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.458 0.468 0.873 0.935 0.904
ACCESS-CM2_CCAM [-] 0.352 0.493 0.907 0.942 0.925
ACCESS-CM2_CMIP6 [-] 0.666 0.658 0.879 0.894 0.887
ACCESS-ESM1-5_BARPA [-] 0.487 0.442 0.888 0.936 0.912
ACCESS-ESM1-5_CCAM [-] 0.377 0.396 0.907 0.937 0.922
ACCESS-ESM1-5_CMIP6 [-] 0.604 0.580 0.870 0.883 0.876
CESM2_BARPA [-] 0.429 0.435 0.899 0.945 0.922
CESM2_CCAM [-] 0.386 0.426 0.880 0.950 0.915
CMCC-ESM2_BARPA [-] 0.482 0.458 0.896 0.943 0.919
CMCC-ESM2_CCAM [-] 0.413 0.513 0.899 0.943 0.921
CMCC-ESM2_CMIP6 [-] 0.616 0.665 0.896 0.909 0.902
CNRM-ESM2-1_CCAM [-] 0.377 0.495 0.919 0.908 0.914
CNRM-ESM2-1_CMIP6 [-] 0.570 0.638 0.914 0.946 0.930
EC-Earth3_BARPA [-] 0.378 0.434 0.915 0.941 0.928
EC-Earth3_CCAM [-] 0.355 0.463 0.936 0.946 0.941
EC-Earth3_CMIP6 [-] 0.574 0.610 0.945 0.972 0.959
ERA5_BARPA [-] 0.454 0.439 0.918 0.949 0.934
ERA5_CCAM [-] 0.352 0.446 0.950 0.961 0.955
MPI-ESM1-2-HR_BARPA [-] 0.408 0.429 0.929 0.944 0.936
MPI-ESM1-2-HR_CMIP6 [-] 0.598 0.642 0.892 0.917 0.905
NorESM2-MM_BARPA [-] 0.448 0.437 0.876 0.940 0.908
NorESM2-MM_CCAM [-] 0.389 0.432 0.951 0.954 0.952
NorESM2-MM_CMIP6 [-] 0.576 0.581 0.897 0.912 0.905
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.635 0.620 0.781 0.821 0.801
ACCESS-CM2_CCAM [-] 0.699 0.578 0.877 0.851 0.864
ACCESS-CM2_CMIP6 [-] 0.760 0.487 0.648 0.704 0.676
ACCESS-ESM1-5_BARPA [-] 0.625 0.634 0.715 0.765 0.740
ACCESS-ESM1-5_CCAM [-] 0.588 0.615 0.743 0.785 0.764
ACCESS-ESM1-5_CMIP6 [-] 0.520 0.497 0.647 0.626 0.637
CESM2_BARPA [-] 0.645 0.676 0.853 0.894 0.874
CESM2_CCAM [-] 0.592 0.644 0.867 0.905 0.886
CMCC-ESM2_BARPA [-] 0.657 0.685 0.822 0.858 0.840
CMCC-ESM2_CCAM [-] 0.641 0.578 0.896 0.852 0.874
CMCC-ESM2_CMIP6 [-] 0.637 0.594 0.589 0.592 0.590
CNRM-ESM2-1_CCAM [-] 0.622 0.645 0.917 0.948 0.933
CNRM-ESM2-1_CMIP6 [-] 0.591 0.557 0.853 0.727 0.790
EC-Earth3_BARPA [-] 0.663 0.728 0.766 0.834 0.800
EC-Earth3_CCAM [-] 0.672 0.649 0.800 0.795 0.797
EC-Earth3_CMIP6 [-] 0.611 0.609 0.684 0.608 0.646
ERA5_BARPA [-] 0.648 0.650 0.823 0.860 0.842
ERA5_CCAM [-] 0.679 0.614 0.893 0.880 0.886
MPI-ESM1-2-HR_BARPA [-] 0.643 0.757 0.879 0.920 0.900
MPI-ESM1-2-HR_CMIP6 [-] 0.623 0.571 0.628 0.580 0.604
NorESM2-MM_BARPA [-] 0.652 0.625 0.836 0.881 0.858
NorESM2-MM_CCAM [-] 0.679 0.619 0.916 0.965 0.940
NorESM2-MM_CMIP6 [-] 0.575 0.462 0.604 0.635 0.619
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.556 0.654 0.952 0.904 0.928
ACCESS-CM2_CCAM [-] 0.523 0.697 0.911 0.941 0.926
ACCESS-CM2_CMIP6 [-] 0.548 0.650 0.812 0.806 0.809
ACCESS-ESM1-5_BARPA [-] 0.572 0.671 0.932 0.856 0.894
ACCESS-ESM1-5_CCAM [-] 0.513 0.690 0.896 0.862 0.879
ACCESS-ESM1-5_CMIP6 [-] 0.521 0.643 0.839 0.721 0.780
CESM2_BARPA [-] 0.587 0.665 0.957 0.925 0.941
CESM2_CCAM [-] 0.649 0.663 0.957 0.936 0.946
CMCC-ESM2_BARPA [-] 0.570 0.665 0.951 0.915 0.933
CMCC-ESM2_CCAM [-] 0.568 0.687 0.924 0.923 0.923
CMCC-ESM2_CMIP6 [-] 0.612 0.540 0.753 0.728 0.740
CNRM-ESM2-1_CCAM [-] 0.578 0.664 0.852 0.905 0.878
CNRM-ESM2-1_CMIP6 [-] 0.486 0.540 0.941 0.887 0.914
EC-Earth3_BARPA [-] 0.646 0.695 0.966 0.905 0.936
EC-Earth3_CCAM [-] 0.603 0.670 0.947 0.907 0.927
EC-Earth3_CMIP6 [-] 0.611 0.588 0.912 0.842 0.877
ERA5_BARPA [-] 0.550 0.668 0.962 0.915 0.939
ERA5_CCAM [-] 0.613 0.705 0.941 0.938 0.940
MPI-ESM1-2-HR_BARPA [-] 0.621 0.710 0.938 0.928 0.933
MPI-ESM1-2-HR_CMIP6 [-] 0.533 0.588 0.833 0.759 0.796
NorESM2-MM_BARPA [-] 0.551 0.651 0.961 0.924 0.943
NorESM2-MM_CCAM [-] 0.516 0.695 0.897 0.950 0.923
NorESM2-MM_CMIP6 [-] 0.585 0.538 0.792 0.762 0.777
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.713 0.693 0.830 0.752 0.791
ACCESS-CM2_CCAM [-] 0.679 0.715 0.873 0.865 0.869
ACCESS-CM2_CMIP6 [-] 0.657 0.662 0.579 0.650 0.615
ACCESS-ESM1-5_BARPA [-] 0.707 0.708 0.779 0.703 0.741
ACCESS-ESM1-5_CCAM [-] 0.674 0.712 0.884 0.795 0.839
ACCESS-ESM1-5_CMIP6 [-] 0.657 1.00 0.704 0.804 0.754
CESM2_BARPA [-] 0.698 0.679 0.846 0.798 0.822
CESM2_CCAM [-] 0.639 0.717 0.949 0.888 0.918
CMCC-ESM2_BARPA [-] 0.695 0.702 0.814 0.769 0.792
CMCC-ESM2_CCAM [-] 0.675 0.713 0.921 0.870 0.895
CMCC-ESM2_CMIP6 [-] 0.558 0.544 0.867 0.803 0.835
CNRM-ESM2-1_CCAM [-] 0.711 0.703 0.876 0.912 0.894
CNRM-ESM2-1_CMIP6 [-] 0.476 0.486 0.915 0.728 0.822
EC-Earth3_BARPA [-] 0.720 0.714 0.769 0.719 0.744
EC-Earth3_CCAM [-] 0.643 0.707 0.888 0.793 0.840
EC-Earth3_CMIP6 [-] 0.585 0.595 0.789 0.654 0.722
ERA5_BARPA [-] 0.708 0.689 0.832 0.774 0.803
ERA5_CCAM [-] 0.665 0.714 0.943 0.874 0.909
MPI-ESM1-2-HR_BARPA [-] 0.722 0.703 0.850 0.792 0.821
MPI-ESM1-2-HR_CMIP6 [-] 0.571 0.536 0.656 0.624 0.640
NorESM2-MM_BARPA [-] 0.711 0.689 0.872 0.797 0.834
NorESM2-MM_CCAM [-] 0.684 0.729 0.803 0.913 0.858
NorESM2-MM_CMIP6 [-] 0.562 0.517 0.847 0.777 0.812
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.610 0.598 0.956 0.960 0.958
ACCESS-CM2_CCAM [-] 0.567 0.634 0.934 0.964 0.949
ACCESS-CM2_CMIP6 [-] 0.582 0.574 0.934 0.833 0.883
ACCESS-ESM1-5_BARPA [-] 0.617 0.608 0.938 0.949 0.943
ACCESS-ESM1-5_CCAM [-] 0.566 0.623 0.951 0.914 0.933
ACCESS-ESM1-5_CMIP6 [-] 0.633 0.564 0.908 0.815 0.861
CESM2_BARPA [-] 0.645 0.601 0.973 0.960 0.967
CESM2_CCAM [-] 0.611 0.647 0.953 0.951 0.952
CMCC-ESM2_BARPA [-] 0.571 0.602 0.975 0.955 0.965
CMCC-ESM2_CCAM [-] 0.603 0.638 0.933 0.957 0.945
CMCC-ESM2_CMIP6 [-] 0.597 0.614 0.888 0.785 0.836
CNRM-ESM2-1_CCAM [-] 0.557 0.606 0.828 0.859 0.844
CNRM-ESM2-1_CMIP6 [-] 0.574 0.566 0.878 0.895 0.887
EC-Earth3_BARPA [-] 0.574 0.661 0.924 0.932 0.928
EC-Earth3_CCAM [-] 0.592 0.643 0.919 0.970 0.945
EC-Earth3_CMIP6 [-] 0.662 0.631 0.925 0.923 0.924
ERA5_BARPA [-] 0.600 0.628 0.965 0.957 0.961
ERA5_CCAM [-] 0.558 0.623 0.918 0.965 0.941
MPI-ESM1-2-HR_BARPA [-] 0.620 0.605 0.933 0.920 0.927
MPI-ESM1-2-HR_CMIP6 [-] 0.657 0.571 0.810 0.778 0.794
NorESM2-MM_BARPA [-] 0.611 0.591 0.968 0.961 0.964
NorESM2-MM_CCAM [-] 0.575 0.628 0.886 0.944 0.915
NorESM2-MM_CMIP6 [-] 0.653 0.612 0.903 0.775 0.839
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.701 0.617 0.953 0.939 0.946
ACCESS-CM2_CCAM [-] 0.562 0.579 0.983 0.976 0.979
ACCESS-CM2_CMIP6 [-] 0.557 0.572 0.857 0.872 0.865
ACCESS-ESM1-5_BARPA [-] 0.581 0.636 0.933 0.937 0.935
ACCESS-ESM1-5_CCAM [-] 0.568 0.618 0.945 0.931 0.938
ACCESS-ESM1-5_CMIP6 [-] 0.523 0.613 0.878 0.881 0.880
CESM2_BARPA [-] 0.680 0.605 0.976 0.949 0.962
CESM2_CCAM [-] 0.593 0.603 0.973 0.962 0.967
CMCC-ESM2_BARPA [-] 0.653 0.613 0.963 0.940 0.951
CMCC-ESM2_CCAM [-] 0.567 0.548 0.967 0.962 0.965
CMCC-ESM2_CMIP6 [-] 0.621 0.630 0.840 0.825 0.833
CNRM-ESM2-1_CCAM [-] 0.562 0.586 0.884 0.886 0.885
CNRM-ESM2-1_CMIP6 [-] 0.593 0.612 0.924 0.935 0.929
EC-Earth3_BARPA [-] 0.649 0.651 0.982 0.950 0.966
EC-Earth3_CCAM [-] 0.569 0.634 0.982 0.970 0.976
EC-Earth3_CMIP6 [-] 0.651 0.738 0.966 0.944 0.955
ERA5_BARPA [-] 0.711 0.625 0.975 0.945 0.960
ERA5_CCAM [-] 0.534 0.635 0.986 0.978 0.982
MPI-ESM1-2-HR_BARPA [-] 0.658 0.623 0.980 0.929 0.955
MPI-ESM1-2-HR_CMIP6 [-] 0.622 0.595 0.829 0.827 0.828
NorESM2-MM_BARPA [-] 0.648 0.625 0.946 0.954 0.950
NorESM2-MM_CCAM [-] 0.584 0.619 0.956 0.947 0.952
NorESM2-MM_CMIP6 [-] 0.597 0.571 0.854 0.850 0.852
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.576 0.628 0.810 0.731 0.770
ACCESS-CM2_CCAM [-] 0.733 0.735 0.911 0.828 0.869
ACCESS-CM2_CMIP6 [-] 0.612 0.482 0.539 0.549 0.544
ACCESS-ESM1-5_BARPA [-] 0.602 0.641 0.772 0.683 0.728
ACCESS-ESM1-5_CCAM [-] 0.666 0.718 0.809 0.746 0.777
ACCESS-ESM1-5_CMIP6 [-] 0.660 0.651 0.565 0.542 0.554
CESM2_BARPA [-] 0.678 0.619 0.902 0.816 0.859
CESM2_CCAM [-] 0.733 0.652 0.916 0.898 0.907
CMCC-ESM2_BARPA [-] 0.674 0.649 0.850 0.768 0.809
CMCC-ESM2_CCAM [-] 0.679 0.691 0.893 0.809 0.851
CMCC-ESM2_CMIP6 [-] 0.646 0.569 0.490 0.570 0.530
CNRM-ESM2-1_CCAM [-] 0.623 0.598 0.939 0.875 0.907
CNRM-ESM2-1_CMIP6 [-] 0.559 0.476 0.584 0.574 0.579
EC-Earth3_BARPA [-] 0.540 0.572 0.770 0.689 0.729
EC-Earth3_CCAM [-] 0.687 0.657 0.758 0.674 0.716
EC-Earth3_CMIP6 [-] 0.615 0.546 0.527 0.531 0.529
ERA5_BARPA [-] 0.626 0.595 0.861 0.761 0.811
ERA5_CCAM [-] 0.640 0.613 0.878 0.803 0.841
MPI-ESM1-2-HR_BARPA [-] 0.574 0.670 0.884 0.790 0.837
MPI-ESM1-2-HR_CMIP6 [-] 0.576 0.570 0.530 0.538 0.534
NorESM2-MM_BARPA [-] 0.612 0.599 0.879 0.800 0.839
NorESM2-MM_CCAM [-] 0.703 0.679 0.917 0.913 0.915
NorESM2-MM_CMIP6 [-] 0.664 0.576 0.518 0.598 0.558
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.546 0.608 0.966 0.936 0.951
ACCESS-CM2_CCAM [-] 0.454 0.575 0.934 0.971 0.953
ACCESS-CM2_CMIP6 [-] 0.563 0.586 0.871 0.782 0.826
ACCESS-ESM1-5_BARPA [-] 0.506 0.628 0.950 0.903 0.927
ACCESS-ESM1-5_CCAM [-] 0.579 0.692 0.970 0.922 0.946
ACCESS-ESM1-5_CMIP6 [-] 0.604 0.526 0.858 0.795 0.826
CESM2_BARPA [-] 0.593 0.606 0.935 0.961 0.948
CESM2_CCAM [-] 0.609 0.618 0.945 0.962 0.954
CMCC-ESM2_BARPA [-] 0.546 0.632 0.954 0.927 0.940
CMCC-ESM2_CCAM [-] 0.519 0.470 0.966 0.955 0.961
CMCC-ESM2_CMIP6 [-] 0.601 0.614 0.851 0.775 0.813
CNRM-ESM2-1_CCAM [-] 0.497 0.507 0.870 0.901 0.886
CNRM-ESM2-1_CMIP6 [-] 0.649 0.580 0.866 0.802 0.834
EC-Earth3_BARPA [-] 0.658 0.628 0.940 0.946 0.943
EC-Earth3_CCAM [-] 0.546 0.578 0.952 0.947 0.950
EC-Earth3_CMIP6 [-] 0.693 0.633 0.901 0.872 0.886
ERA5_BARPA [-] 0.564 0.594 0.972 0.960 0.966
ERA5_CCAM [-] 0.585 0.606 0.960 0.969 0.965
MPI-ESM1-2-HR_BARPA [-] 0.644 0.659 0.943 0.960 0.951
MPI-ESM1-2-HR_CMIP6 [-] 0.728 0.598 0.716 0.760 0.738
NorESM2-MM_BARPA [-] 0.588 0.565 0.942 0.956 0.949
NorESM2-MM_CCAM [-] 0.473 0.595 0.871 0.954 0.912
NorESM2-MM_CMIP6 [-] 0.624 0.629 0.819 0.753 0.786
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.499 0.583 0.907 0.981 0.944
ACCESS-CM2_CCAM [-] 0.524 0.610 0.904 0.913 0.908
ACCESS-CM2_CMIP6 [-] 0.647 0.672 0.789 0.816 0.803
ACCESS-ESM1-5_BARPA [-] 0.495 0.581 0.788 0.960 0.874
ACCESS-ESM1-5_CCAM [-] 0.556 0.535 0.906 0.935 0.921
ACCESS-ESM1-5_CMIP6 [-] 0.494 0.685 0.734 0.863 0.799
CESM2_BARPA [-] 0.532 0.623 0.893 0.921 0.907
CESM2_CCAM [-] 0.567 0.622 0.878 0.862 0.870
CMCC-ESM2_BARPA [-] 0.535 0.600 0.922 0.962 0.942
CMCC-ESM2_CCAM [-] 0.500 0.606 0.887 0.909 0.898
CMCC-ESM2_CMIP6 [-] 0.688 0.795 0.754 0.844 0.799
CNRM-ESM2-1_CCAM [-] 0.446 0.567 0.886 0.849 0.867
CNRM-ESM2-1_CMIP6 [-] 0.628 0.642 0.810 0.784 0.797
EC-Earth3_BARPA [-] 0.662 0.590 0.860 0.973 0.917
EC-Earth3_CCAM [-] 0.532 0.604 0.854 0.962 0.908
EC-Earth3_CMIP6 [-] 0.665 0.706 0.781 0.879 0.830
ERA5_BARPA [-] 0.556 0.558 0.930 0.965 0.947
ERA5_CCAM [-] 0.565 0.549 0.929 0.918 0.923
MPI-ESM1-2-HR_BARPA [-] 0.558 0.582 0.927 0.938 0.932
MPI-ESM1-2-HR_CMIP6 [-] 0.691 0.702 0.739 0.844 0.791
NorESM2-MM_BARPA [-] 0.505 0.603 0.924 0.968 0.946
NorESM2-MM_CCAM [-] 0.483 0.534 0.849 0.833 0.841
NorESM2-MM_CMIP6 [-] 0.580 0.619 0.808 0.810 0.809
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.709 0.722 0.634 0.706 0.670
ACCESS-CM2_CCAM [-] 0.732 0.713 0.874 0.834 0.854
ACCESS-CM2_CMIP6 [-] 1.00 1.00 0.650 0.946 0.798
ACCESS-ESM1-5_BARPA [-] 0.676 0.718 0.655 0.635 0.645
ACCESS-ESM1-5_CCAM [-] 0.740 0.748 0.834 0.799 0.817
ACCESS-ESM1-5_CMIP6 [-] 0.313 1.00 0.253 0.108 0.180
CESM2_BARPA [-] 0.697 0.710 0.836 0.858 0.847
CESM2_CCAM [-] 0.750 0.734 0.808 0.823 0.815
CMCC-ESM2_BARPA [-] 0.693 0.715 0.761 0.781 0.771
CMCC-ESM2_CCAM [-] 0.700 0.652 0.872 0.913 0.893
CMCC-ESM2_CMIP6 [-] 1.00 1.00 0.750 0.951 0.850
CNRM-ESM2-1_CCAM [-] 0.748 0.716 0.874 0.884 0.879
CNRM-ESM2-1_CMIP6 [-] 0.520 1.00 0.447 0.718 0.583
EC-Earth3_BARPA [-] 0.713 0.758 0.642 0.576 0.609
EC-Earth3_CCAM [-] 0.713 0.691 0.710 0.651 0.680
EC-Earth3_CMIP6 [-] 0.547 0.772 0.475 0.422 0.448
ERA5_BARPA [-] 0.675 0.704 0.776 0.742 0.759
ERA5_CCAM [-] 0.721 0.700 0.891 0.835 0.863
MPI-ESM1-2-HR_BARPA [-] 0.702 0.733 0.768 0.834 0.801
MPI-ESM1-2-HR_CMIP6 [-] 0.612 1.00 0.511 0.542 0.527
NorESM2-MM_BARPA [-] 0.700 0.695 0.692 0.809 0.750
NorESM2-MM_CCAM [-] 0.746 0.722 0.769 0.783 0.776
NorESM2-MM_CMIP6 [-] 1.00 1.00 0.667 0.735 0.701
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.684 0.654 0.704 0.681 0.692
ACCESS-CM2_CCAM [-] 0.736 0.718 0.865 0.870 0.868
ACCESS-CM2_CMIP6 [-] 0.346 0.343 0.474 0.271 0.373
ACCESS-ESM1-5_BARPA [-] 0.670 0.641 0.648 0.606 0.627
ACCESS-ESM1-5_CCAM [-] 0.742 0.730 0.822 0.797 0.809
ACCESS-ESM1-5_CMIP6 [-] 1.00 0.525 0.257 0.744 0.500
CESM2_BARPA [-] 0.660 0.651 0.867 0.806 0.836
CESM2_CCAM [-] 0.726 0.723 0.787 0.817 0.802
CMCC-ESM2_BARPA [-] 0.676 0.649 0.782 0.750 0.766
CMCC-ESM2_CCAM [-] 0.720 0.722 0.880 0.915 0.897
CMCC-ESM2_CMIP6 [-] 1.00 1.00 0.382 0.380 0.381
CNRM-ESM2-1_CCAM [-] 0.730 0.708 0.863 0.890 0.876
CNRM-ESM2-1_CMIP6 [-] 1.00 0.617 0.417 0.440 0.429
EC-Earth3_BARPA [-] 0.660 0.646 0.625 0.556 0.590
EC-Earth3_CCAM [-] 0.737 0.711 0.675 0.659 0.667
EC-Earth3_CMIP6 [-] 0.689 0.612 0.583 0.479 0.531
ERA5_BARPA [-] 0.655 0.666 0.763 0.735 0.749
ERA5_CCAM [-] 0.730 0.714 0.876 0.878 0.877
MPI-ESM1-2-HR_BARPA [-] 0.661 0.641 0.833 0.792 0.812
MPI-ESM1-2-HR_CMIP6 [-] 0.702 0.599 0.523 0.584 0.553
NorESM2-MM_BARPA [-] 0.658 0.655 0.830 0.785 0.808
NorESM2-MM_CCAM [-] 0.730 0.728 0.763 0.799 0.781
NorESM2-MM_CMIP6 [-] 1.00 1.00 0.454 0.535 0.495
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.703 0.725 0.652 0.614 0.633
ACCESS-CM2_CCAM [-] 0.711 0.708 0.730 0.775 0.753
ACCESS-CM2_CMIP6 [-] 1.00 1.00 0.404 0.416 0.410
ACCESS-ESM1-5_BARPA [-] 0.710 0.721 0.596 0.564 0.580
ACCESS-ESM1-5_CCAM [-] 0.689 0.704 0.727 0.724 0.725
ACCESS-ESM1-5_CMIP6 [-] 1.00 0.622 0.151 0.0341 0.0923
CESM2_BARPA [-] 0.706 0.714 0.752 0.705 0.729
CESM2_CCAM [-] 0.709 0.724 0.739 0.814 0.777
CMCC-ESM2_BARPA [-] 0.719 0.714 0.547 0.641 0.594
CMCC-ESM2_CCAM [-] 0.698 0.667 0.791 0.795 0.793
CMCC-ESM2_CMIP6 [-] 0.725 0.629 0.465 0.466 0.466
CNRM-ESM2-1_CCAM [-] 0.723 0.712 0.768 0.818 0.793
CNRM-ESM2-1_CMIP6 [-] 0.611 0.504 0.170 0.721 0.446
EC-Earth3_BARPA [-] 0.727 0.701 0.433 0.548 0.490
EC-Earth3_CCAM [-] 0.733 0.685 0.540 0.673 0.606
EC-Earth3_CMIP6 [-] 0.553 0.541 0.565 0.256 0.411
ERA5_BARPA [-] 0.711 0.731 0.684 0.646 0.665
ERA5_CCAM [-] 0.717 0.696 0.790 0.783 0.786
MPI-ESM1-2-HR_BARPA [-] 0.703 0.715 0.714 0.665 0.690
MPI-ESM1-2-HR_CMIP6 [-] 0.494 0.627 0.541 0.467 0.504
NorESM2-MM_BARPA [-] 0.709 0.733 0.726 0.682 0.704
NorESM2-MM_CCAM [-] 0.696 0.714 0.738 0.824 0.781
NorESM2-MM_CMIP6 [-] 0.637 0.637 0.635 0.566 0.601
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.735 0.651 0.827 0.762 0.794
ACCESS-CM2_CCAM [-] 0.614 0.658 0.941 0.888 0.915
ACCESS-CM2_CMIP6 [-] 1.00 1.00 0.624
ACCESS-ESM1-5_BARPA [-] 0.738 0.681 0.789 0.714 0.751
ACCESS-ESM1-5_CCAM [-] 0.593 0.673 0.887 0.837 0.862
ACCESS-ESM1-5_CMIP6 [-] 1.00 1.00 0.773
CESM2_BARPA [-] 0.763 0.719 0.911 0.851 0.881
CESM2_CCAM [-] 0.602 0.596 0.874 0.913 0.894
CMCC-ESM2_BARPA [-] 0.752 0.675 0.875 0.818 0.846
CMCC-ESM2_CCAM [-] 0.630 0.653 0.930 0.890 0.910
CMCC-ESM2_CMIP6 [-] 0.714 1.00 0.790 0.650 0.720
CNRM-ESM2-1_CCAM [-] 0.615 0.697 0.941 0.886 0.913
CNRM-ESM2-1_CMIP6 [-] 0.330 0.314 0.601 0.460 0.531
EC-Earth3_BARPA [-] 0.763 0.682 0.753 0.669 0.711
EC-Earth3_CCAM [-] 0.580 0.694 0.750 0.698 0.724
EC-Earth3_CMIP6 [-] 0.600 0.652 0.738 0.726 0.732
ERA5_BARPA [-] 0.721 0.686 0.859 0.834 0.847
ERA5_CCAM [-] 0.675 0.693 0.911 0.840 0.876
MPI-ESM1-2-HR_BARPA [-] 0.759 0.705 0.857 0.804 0.830
MPI-ESM1-2-HR_CMIP6 [-] 0.778 0.764 0.832 0.773 0.803
NorESM2-MM_BARPA [-] 0.715 0.676 0.874 0.878 0.876
NorESM2-MM_CCAM [-] 0.554 0.643 0.883 0.913 0.898
NorESM2-MM_CMIP6 [-] 1.00 1.00 0.769 0.840 0.804
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.573 0.667 0.880 0.830 0.855
ACCESS-CM2_CCAM [-] 0.495 0.701 0.905 0.877 0.891
ACCESS-CM2_CMIP6 [-] 0.429 0.658 0.727 0.690 0.709
ACCESS-ESM1-5_BARPA [-] 0.561 0.675 0.814 0.845 0.830
ACCESS-ESM1-5_CCAM [-] 0.501 0.717 0.857 0.858 0.857
ACCESS-ESM1-5_CMIP6 [-] 0.464 0.631 0.839 0.907 0.873
CESM2_BARPA [-] 0.563 0.652 0.912 0.922 0.917
CESM2_CCAM [-] 0.495 0.681 0.938 0.886 0.912
CMCC-ESM2_BARPA [-] 0.580 0.655 0.872 0.943 0.907
CMCC-ESM2_CCAM [-] 0.514 0.715 0.875 0.886 0.881
CMCC-ESM2_CMIP6 [-] 0.656 0.749 0.672 0.732 0.702
CNRM-ESM2-1_CCAM [-] 0.539 0.715 0.860 0.869 0.865
CNRM-ESM2-1_CMIP6 [-] 0.721 0.597 0.704 0.788 0.746
EC-Earth3_BARPA [-] 0.559 0.694 0.852 0.834 0.843
EC-Earth3_CCAM [-] 0.517 0.745 0.722 0.749 0.736
EC-Earth3_CMIP6 [-] 0.551 0.679 0.703 0.745 0.724
ERA5_BARPA [-] 0.554 0.666 0.892 0.878 0.885
ERA5_CCAM [-] 0.525 0.719 0.843 0.859 0.851
MPI-ESM1-2-HR_BARPA [-] 0.574 0.681 0.891 0.941 0.916
MPI-ESM1-2-HR_CMIP6 [-] 0.490 0.492 0.697 0.776 0.736
NorESM2-MM_BARPA [-] 0.556 0.657 0.875 0.902 0.889
NorESM2-MM_CCAM [-] 0.522 0.726 0.915 0.890 0.903
NorESM2-MM_CMIP6 [-] 0.658 0.618 0.752 0.849 0.801
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.680 0.538 0.916 0.924 0.920
ACCESS-CM2_CCAM [-] 0.613 0.571 0.949 0.940 0.945
ACCESS-CM2_CMIP6 [-] 0.473 0.760 0.744 0.861 0.803
ACCESS-ESM1-5_BARPA [-] 0.627 0.574 0.892 0.896 0.894
ACCESS-ESM1-5_CCAM [-] 0.596 0.630 0.961 0.952 0.957
ACCESS-ESM1-5_CMIP6 [-] 0.385 0.612 0.750 0.767 0.758
CESM2_BARPA [-] 0.705 0.535 0.920 0.967 0.944
CESM2_CCAM [-] 0.609 0.535 0.878 0.901 0.890
CMCC-ESM2_BARPA [-] 0.699 0.530 0.929 0.978 0.954
CMCC-ESM2_CCAM [-] 0.624 0.569 0.949 0.969 0.959
CMCC-ESM2_CMIP6 [-] 0.523 0.565 0.767 0.725 0.746
CNRM-ESM2-1_CCAM [-] 0.627 0.617 0.896 0.896 0.896
CNRM-ESM2-1_CMIP6 [-] 0.590 0.571 0.804 0.849 0.827
EC-Earth3_BARPA [-] 0.662 0.609 0.849 0.857 0.853
EC-Earth3_CCAM [-] 0.617 0.617 0.843 0.853 0.848
EC-Earth3_CMIP6 [-] 0.697 0.684 0.789 0.800 0.794
ERA5_BARPA [-] 0.690 0.524 0.935 0.958 0.947
ERA5_CCAM [-] 0.601 0.630 0.963 0.954 0.958
MPI-ESM1-2-HR_BARPA [-] 0.662 0.574 0.936 0.969 0.952
MPI-ESM1-2-HR_CMIP6 [-] 0.464 0.540 0.795 0.769 0.782
NorESM2-MM_BARPA [-] 0.681 0.512 0.915 0.975 0.945
NorESM2-MM_CCAM [-] 0.582 0.616 0.838 0.847 0.842
NorESM2-MM_CMIP6 [-] 0.628 0.580 0.801 0.770 0.786
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
DiurnalMaxTemperature(tasmax)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.683 0.691 0.932 0.932 0.932
ACCESS-CM2_CCAM [-] 0.452 0.641 0.923 0.933 0.928
ACCESS-CM2_CMIP6 [-] 0.711 0.728 0.860 0.751 0.805
ACCESS-ESM1-5_BARPA [-] 0.650 0.698 0.915 0.906 0.911
ACCESS-ESM1-5_CCAM [-] 0.465 0.659 0.886 0.903 0.895
ACCESS-ESM1-5_CMIP6 [-] 0.661 0.718 0.676 0.828 0.752
CESM2_BARPA [-] 0.577 0.662 0.953 0.933 0.943
CESM2_CCAM [-] 0.520 0.667 0.912 0.947 0.929
CMCC-ESM2_BARPA [-] 0.611 0.715 0.929 0.928 0.929
CMCC-ESM2_CCAM [-] 0.434 0.658 0.938 0.949 0.944
CMCC-ESM2_CMIP6 [-] 0.617 0.536 0.777 0.783 0.780
CNRM-ESM2-1_CCAM [-] 0.468 0.696 0.877 0.886 0.881
CNRM-ESM2-1_CMIP6 [-] 0.573 0.793 0.858 0.849 0.853
EC-Earth3_BARPA [-] 0.510 0.730 0.922 0.934 0.928
EC-Earth3_CCAM [-] 0.468 0.637 0.940 0.942 0.941
EC-Earth3_CMIP6 [-] 0.666 0.551 0.900 0.948 0.924
ERA5_BARPA [-] 0.619 0.684 0.966 0.935 0.950
ERA5_CCAM [-] 0.453 0.647 0.946 0.952 0.949
MPI-ESM1-2-HR_BARPA [-] 0.670 0.699 0.927 0.944 0.936
MPI-ESM1-2-HR_CMIP6 [-] 0.564 0.513 0.854 0.813 0.834
NorESM2-MM_BARPA [-] 0.570 0.708 0.961 0.933 0.947
NorESM2-MM_CCAM [-] 0.468 0.670 0.930 0.954 0.942
NorESM2-MM_CMIP6 [-] 0.506 0.590 0.741 0.809 0.775

Precipitation(pr)/AGCDv1

Data not available
Data not available
Data not available

DiurnalMaxTemperature(tasmax)/AGCDv1

Data not available
Data not available
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

  Source:
Data is from site-based observation data recorded in the Australian Database for Meteorology and processed using methods described in the references

  History:
Mon Nov 21 18:45:30 2022: cdo cat agcd_v1_tmin_mean_r005_monthly_1951.nc agcd_v1_tmin_mean_r005_monthly_1952.nc agcd_v1_tmin_mean_r005_monthly_1953.nc agcd_v1_tmin_mean_r005_monthly_1954.nc agcd_v1_tmin_mean_r005_monthly_1955.nc agcd_v1_tmin_mean_r005_monthly_1956.nc agcd_v1_tmin_mean_r005_monthly_1957.nc agcd_v1_tmin_mean_r005_monthly_1958.nc agcd_v1_tmin_mean_r005_monthly_1959.nc agcd_v1_tmin_mean_r005_monthly_1960.nc agcd_v1_tmin_mean_r005_monthly_1961.nc agcd_v1_tmin_mean_r005_monthly_1962.nc agcd_v1_tmin_mean_r005_monthly_1963.nc agcd_v1_tmin_mean_r005_monthly_1964.nc agcd_v1_tmin_mean_r005_monthly_1965.nc agcd_v1_tmin_mean_r005_monthly_1966.nc agcd_v1_tmin_mean_r005_monthly_1967.nc agcd_v1_tmin_mean_r005_monthly_1968.nc agcd_v1_tmin_mean_r005_monthly_1969.nc agcd_v1_tmin_mean_r005_monthly_1970.nc agcd_v1_tmin_mean_r005_monthly_1971.nc agcd_v1_tmin_mean_r005_monthly_1972.nc agcd_v1_tmin_mean_r005_monthly_1973.nc agcd_v1_tmin_mean_r005_monthly_1974.nc agcd_v1_tmin_mean_r005_monthly_1975.nc agcd_v1_tmin_mean_r005_monthly_1976.nc agcd_v1_tmin_mean_r005_monthly_1977.nc agcd_v1_tmin_mean_r005_monthly_1978.nc agcd_v1_tmin_mean_r005_monthly_1979.nc agcd_v1_tmin_mean_r005_monthly_1980.nc agcd_v1_tmin_mean_r005_monthly_1981.nc agcd_v1_tmin_mean_r005_monthly_1982.nc agcd_v1_tmin_mean_r005_monthly_1983.nc agcd_v1_tmin_mean_r005_monthly_1984.nc agcd_v1_tmin_mean_r005_monthly_1985.nc agcd_v1_tmin_mean_r005_monthly_1986.nc agcd_v1_tmin_mean_r005_monthly_1987.nc agcd_v1_tmin_mean_r005_monthly_1988.nc agcd_v1_tmin_mean_r005_monthly_1989.nc agcd_v1_tmin_mean_r005_monthly_1990.nc agcd_v1_tmin_mean_r005_monthly_1991.nc agcd_v1_tmin_mean_r005_monthly_1992.nc agcd_v1_tmin_mean_r005_monthly_1993.nc agcd_v1_tmin_mean_r005_monthly_1994.nc agcd_v1_tmin_mean_r005_monthly_1995.nc agcd_v1_tmin_mean_r005_monthly_1996.nc agcd_v1_tmin_mean_r005_monthly_1997.nc agcd_v1_tmin_mean_r005_monthly_1998.nc agcd_v1_tmin_mean_r005_monthly_1999.nc agcd_v1_tmin_mean_r005_monthly_2000.nc agcd_v1_tmin_mean_r005_monthly_2001.nc agcd_v1_tmin_mean_r005_monthly_2002.nc agcd_v1_tmin_mean_r005_monthly_2003.nc agcd_v1_tmin_mean_r005_monthly_2004.nc agcd_v1_tmin_mean_r005_monthly_2005.nc agcd_v1_tmin_mean_r005_monthly_2006.nc agcd_v1_tmin_mean_r005_monthly_2007.nc agcd_v1_tmin_mean_r005_monthly_2008.nc agcd_v1_tmin_mean_r005_monthly_2009.nc agcd_v1_tmin_mean_r005_monthly_2010.nc agcd_v1_tmin_mean_r005_monthly_2011.nc agcd_v1_tmin_mean_r005_monthly_2012.nc agcd_v1_tmin_mean_r005_monthly_2013.nc agcd_v1_tmin_mean_r005_monthly_2014.nc agcd_v1_tmin_mean_r005_monthly_2015.nc agcd_v1_tmin_mean_r005_monthly_2016.nc agcd_v1_tmin_mean_r005_monthly_2017.nc agcd_v1_tmin_mean_r005_monthly_2018.nc agcd_v1_tmin_mean_r005_monthly_2019.nc agcd_v1_tmin_mean_r005_monthly_2020.nc agcd_v1_tmin_mean_r005_monthly_1951-2020.nc

  References:
http://www.bom.gov.au/jshess/docs/2009/jones_hres.pdf

  Conventions:
CF-1.6, ACDD-1.3

  Cdi:
Climate Data Interface version 2.0.5 (https://mpimet.mpg.de/cdi)

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

  Time_coverage_start:
1951-01-01T00:00:00

  Date_created:
2018-11-24T08:17:05.607640

  Uuid:
968269a5-4fb8-4627-a45e-61e129960c75

  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)

  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/

  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

  Nco_openmp_thread_number:
1

  Time_coverage_end:
1951-12-31T00:00:00

  Agcd_version:
AGCD (AWAP) v1.0.0 Snapshot (1900-01-01 to 2020-05-31)

  Licence:
Data Licence: The grid data files in this AGCD Snapshot are available under the CC-BY-NC 4.0 International Licence. The CC-BY-NC 4.0 International ( Creative Commons Attribution Non-Commercial CC-BY-NC v.4.0 international ) license summary may be found here: [ https://creativecommons.org/licenses/by-nc/4.0/ ]. The full license text may be found here: [ https://creativecommons.org/licenses/by-nc/4.0/legalcode ]. This AGCD snapshot will be available for registered researchers, from NCI

  Description:
This AGCD data is a snapshot of the operational AWAP dataset, updated every 6 months. It covers the most recent version of the complete historical archive, excluding grids covering the most recent 6 months. If you require data covering the most recent 6 months or wish to use this data for commercial purposes please contact Bureau of Meteorology Climate Data Services at climatedata@bom.gov.au

  Date_issued:
2020-12-02 11:51:45

  Attribution:
Data should be cited as : Australian Bureau of Meteorology (2020), "Australian Gridded Climate Data ( AGCD ) / AWAP
v1.0.0 Snapshot (1900-01-01 to 2020-05-31)". Downloaded from NCI on [date]. The metadata repository for this dataset is doi:10.4227/166/5a8647d1c23e0.

  Copyright:
(C) Copyright Commonwealth of Australia 2020, Bureau of Meteorology (ABN 92637 533532)

  Cdo:
Climate Data Operators version 2.0.5 (https://mpimet.mpg.de/cdo)