Mean State

Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.58
ACCESS-CM2_BARPA [-] 10.1 10.1 9.58 0.483 1.56 0.672 0.832 0.821 0.951 0.979 0.881
ACCESS-CM2_CCAM [-] 9.41 9.41 9.58 -0.173 1.24 0.464 0.862 0.858 0.967 0.992 0.907
ACCESS-CM2_CMIP6 [-] 12.5 12.5 9.64 2.86 2.99 0.397 0.594 0.859 0.973 0.991 0.855
ACCESS-ESM1-5_BARPA [-] 10.7 10.7 9.58 1.09 1.71 0.421 0.792 0.845 0.970 0.985 0.887
ACCESS-ESM1-5_CCAM [-] 10.2 10.2 9.58 0.655 1.43 0.324 0.827 0.859 0.977 0.995 0.903
ACCESS-ESM1-5_CMIP6 [-] 12.2 12.2 9.71 2.48 2.64 0.434 0.640 0.858 0.971 0.991 0.863
CESM2_BARPA [-] 8.98 8.98 9.58 -0.607 1.49 0.273 0.822 0.846 0.980 0.991 0.897
CESM2_CCAM [-] 9.10 9.10 9.58 -0.476 1.37 0.242 0.832 0.864 0.983 0.992 0.907
CMCC-ESM2_BARPA [-] 9.66 9.66 9.58 0.0738 1.39 0.268 0.841 0.846 0.982 0.991 0.901
CMCC-ESM2_CCAM [-] 9.75 9.75 9.58 0.166 1.40 0.323 0.846 0.843 0.977 0.991 0.900
CMCC-ESM2_CMIP6 [-] 13.6 13.6 9.62 4.02 4.19 0.515 0.483 0.832 0.959 0.978 0.817
CNRM-ESM2-1_CCAM [-] 8.33 8.33 9.58 -1.25 1.95 0.719 0.769 0.823 0.951 0.972 0.867
CNRM-ESM2-1_CMIP6 [-] 11.6 11.6 9.64 1.92 2.30 0.652 0.690 0.850 0.957 0.989 0.867
EC-Earth3_BARPA [-] 10.2 10.2 9.58 0.604 1.69 0.424 0.784 0.847 0.970 0.937 0.877
EC-Earth3_CCAM [-] 11.0 11.0 9.58 1.44 1.97 0.328 0.748 0.835 0.975 0.964 0.871
EC-Earth3_CMIP6 [-] 12.1 12.1 9.60 2.50 2.78 0.309 0.636 0.840 0.978 0.960 0.851
ERA5_BARPA [-] 9.70 9.70 9.60 0.100 1.38 0.210 0.841 0.847 0.986 0.979 0.900
ERA5_CCAM [-] 9.56 9.56 9.60 -0.0387 1.36 0.228 0.860 0.837 0.983 0.995 0.902
MPI-ESM1-2-HR_BARPA [-] 8.89 8.89 9.58 -0.691 1.62 0.280 0.817 0.822 0.980 0.988 0.886
MPI-ESM1-2-HR_CMIP6 [-] 13.4 13.4 9.66 3.78 3.90 0.451 0.507 0.849 0.966 0.981 0.830
NorESM2-MM_BARPA [-] 9.53 9.53 9.58 -0.0479 1.40 0.436 0.852 0.833 0.971 0.986 0.895
NorESM2-MM_CCAM [-] 8.15 8.15 9.58 -1.43 2.11 0.460 0.750 0.799 0.970 0.993 0.862
NorESM2-MM_CMIP6 [-] 13.1 13.1 9.62 3.51 3.72 0.383 0.528 0.815 0.975 0.987 0.824
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.04
ACCESS-CM2_BARPA [-] 6.88 6.88 5.02 1.86 2.06 0.696 0.731 0.870 0.955 0.995 0.886
ACCESS-CM2_CCAM [-] 6.28 6.28 5.03 1.25 1.58 0.514 0.813 0.858 0.967 0.995 0.903
ACCESS-CM2_CMIP6 [-] 7.51 7.51 5.04 2.47 2.59 0.243 0.656 0.882 0.984 0.987 0.878
ACCESS-ESM1-5_BARPA [-] 7.69 7.69 5.02 2.67 2.78 0.257 0.637 0.885 0.983 0.992 0.876
ACCESS-ESM1-5_CCAM [-] 7.40 7.40 5.03 2.37 2.51 0.495 0.672 0.874 0.968 0.993 0.877
ACCESS-ESM1-5_CMIP6 [-] 8.08 8.08 5.33 2.75 2.85 0.224 0.630 0.890 0.986 0.989 0.876
CESM2_BARPA [-] 5.75 5.75 5.02 0.730 1.22 0.248 0.870 0.877 0.984 0.995 0.925
CESM2_CCAM [-] 5.93 5.93 5.03 0.897 1.24 0.223 0.853 0.895 0.986 0.989 0.927
CMCC-ESM2_BARPA [-] 6.24 6.24 5.02 1.22 1.44 0.252 0.813 0.892 0.984 0.994 0.918
CMCC-ESM2_CCAM [-] 6.14 6.14 5.03 1.12 1.39 0.424 0.827 0.884 0.973 0.995 0.916
CMCC-ESM2_CMIP6 [-] 9.44 9.44 5.03 4.41 4.49 0.728 0.487 0.881 0.953 0.741 0.779
CNRM-ESM2-1_CCAM [-] 5.24 5.24 5.03 0.212 1.50 0.456 0.925 0.790 0.971 0.995 0.905
CNRM-ESM2-1_CMIP6 [-] 7.06 7.06 5.31 1.75 2.01 0.658 0.745 0.856 0.958 0.980 0.882
EC-Earth3_BARPA [-] 6.79 6.79 5.02 1.77 1.92 0.374 0.741 0.892 0.976 0.994 0.900
EC-Earth3_CCAM [-] 7.77 7.77 5.03 2.74 2.90 0.722 0.628 0.858 0.954 0.995 0.858
EC-Earth3_CMIP6 [-] 9.57 9.57 5.04 4.54 4.64 0.711 0.459 0.855 0.954 0.991 0.819
ERA5_BARPA [-] 6.47 6.47 5.04 1.44 1.79 0.411 0.786 0.845 0.974 0.996 0.894
ERA5_CCAM [-] 6.09 6.09 5.05 1.04 1.52 0.254 0.839 0.840 0.984 0.996 0.906
MPI-ESM1-2-HR_BARPA [-] 5.11 5.11 5.02 0.0963 0.995 0.465 0.909 0.879 0.970 0.994 0.931
MPI-ESM1-2-HR_CMIP6 [-] 9.45 9.45 5.04 4.41 4.50 0.419 0.473 0.864 0.973 0.888 0.807
NorESM2-MM_BARPA [-] 6.29 6.29 5.02 1.27 1.70 0.405 0.807 0.839 0.974 0.996 0.897
NorESM2-MM_CCAM [-] 5.11 5.11 5.03 0.0835 1.31 0.613 0.918 0.823 0.961 0.996 0.913
NorESM2-MM_CMIP6 [-] 9.19 9.19 5.03 4.16 4.29 0.816 0.502 0.847 0.948 0.778 0.778
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.92
ACCESS-CM2_BARPA [-] 9.29 9.29 7.94 1.36 2.03 0.292 0.752 0.843 0.981 0.928 0.864
ACCESS-CM2_CCAM [-] 8.53 8.53 7.93 0.604 1.43 0.183 0.848 0.847 0.988 0.984 0.899
ACCESS-CM2_CMIP6 [-] 12.4 12.4 8.51 3.92 4.05 0.0711 0.510 0.836 0.995 0.903 0.773
ACCESS-ESM1-5_BARPA [-] 10.2 10.2 7.94 2.26 2.59 0.174 0.675 0.854 0.989 0.937 0.850
ACCESS-ESM1-5_CCAM [-] 9.75 9.75 7.93 1.82 2.14 0.155 0.731 0.844 0.990 0.986 0.873
ACCESS-ESM1-5_CMIP6 [-] 11.5 11.5 7.78 3.74 3.83 0.304 0.528 0.872 0.981 0.990 0.827
CESM2_BARPA [-] 8.60 8.60 7.94 0.666 1.49 0.178 0.799 0.899 0.989 0.951 0.902
CESM2_CCAM [-] 8.40 8.40 7.93 0.466 1.29 0.219 0.844 0.887 0.986 0.995 0.916
CMCC-ESM2_BARPA [-] 8.98 8.98 7.94 1.04 1.79 0.505 0.765 0.874 0.968 0.929 0.877
CMCC-ESM2_CCAM [-] 8.66 8.66 7.93 0.725 1.44 0.241 0.841 0.855 0.985 0.988 0.903
CMCC-ESM2_CMIP6 [-] 11.8 11.8 7.70 4.07 4.27 0.265 0.507 0.832 0.983 0.872 0.819
CNRM-ESM2-1_CCAM [-] 7.17 7.17 7.93 -0.761 1.89 0.514 0.835 0.785 0.967 0.946 0.864
CNRM-ESM2-1_CMIP6 [-] 9.83 9.83 8.21 1.62 2.03 0.490 0.739 0.836 0.969 0.986 0.867
EC-Earth3_BARPA [-] 9.53 9.53 7.94 1.60 2.32 0.225 0.707 0.855 0.986 0.893 0.854
EC-Earth3_CCAM [-] 9.91 9.91 7.93 1.98 2.34 0.303 0.709 0.828 0.981 0.956 0.851
EC-Earth3_CMIP6 [-] 10.9 10.9 7.84 3.08 3.28 0.252 0.595 0.844 0.984 0.987 0.845
ERA5_BARPA [-] 9.10 9.10 7.96 1.14 1.81 0.242 0.770 0.867 0.984 0.940 0.879
ERA5_CCAM [-] 8.45 8.45 7.95 0.501 1.50 0.429 0.855 0.827 0.972 0.980 0.891
MPI-ESM1-2-HR_BARPA [-] 8.06 8.06 7.94 0.127 1.81 0.266 0.785 0.845 0.983 0.922 0.880
MPI-ESM1-2-HR_CMIP6 [-] 11.8 11.8 8.03 3.78 3.89 0.256 0.519 0.857 0.984 0.993 0.828
NorESM2-MM_BARPA [-] 8.85 8.85 7.94 0.917 1.75 0.183 0.788 0.856 0.988 0.943 0.884
NorESM2-MM_CCAM [-] 7.14 7.14 7.93 -0.786 1.82 0.224 0.832 0.792 0.986 0.983 0.876
NorESM2-MM_CMIP6 [-] 11.4 11.4 7.70 3.71 3.86 0.382 0.540 0.841 0.975 0.946 0.834
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 15.0
ACCESS-CM2_BARPA [-] 14.6 14.6 15.0 -0.328 2.07 0.996 0.842 0.737 0.902 0.992 0.859
ACCESS-CM2_CCAM [-] 14.7 14.7 15.0 -0.306 1.53 0.644 0.865 0.811 0.939 0.991 0.893
ACCESS-CM2_CMIP6 [-] 17.9 17.9 15.1 2.81 3.05 0.425 0.616 0.820 0.967 0.914 0.832
ACCESS-ESM1-5_BARPA [-] 15.5 15.5 15.0 0.485 1.99 0.693 0.841 0.753 0.938 0.998 0.874
ACCESS-ESM1-5_CCAM [-] 16.0 16.0 15.0 1.08 1.84 0.518 0.826 0.795 0.957 0.985 0.883
ACCESS-ESM1-5_CMIP6 [-] 17.7 17.7 15.0 2.70 2.97 0.487 0.627 0.820 0.961 0.962 0.838
CESM2_BARPA [-] 13.9 13.9 15.0 -1.10 2.06 0.611 0.794 0.776 0.945 0.994 0.871
CESM2_CCAM [-] 15.1 15.1 15.0 0.0962 1.79 0.433 0.872 0.765 0.965 0.989 0.888
CMCC-ESM2_BARPA [-] 14.4 14.4 15.0 -0.579 1.85 0.498 0.822 0.796 0.966 0.984 0.886
CMCC-ESM2_CCAM [-] 15.8 15.8 15.0 0.882 2.01 0.520 0.822 0.766 0.954 0.998 0.873
CMCC-ESM2_CMIP6 [-] 19.8 19.8 15.0 4.84 5.19 0.840 0.426 0.722 0.917 0.990 0.766
CNRM-ESM2-1_CCAM [-] 13.0 13.0 15.0 -1.97 2.64 0.810 0.694 0.783 0.933 0.986 0.839
CNRM-ESM2-1_CMIP6 [-] 15.6 15.6 15.1 0.577 1.67 0.616 0.811 0.836 0.955 0.886 0.875
EC-Earth3_BARPA [-] 13.9 13.9 15.0 -1.10 2.23 0.782 0.785 0.748 0.934 0.995 0.857
EC-Earth3_CCAM [-] 15.4 15.4 15.0 0.426 1.76 0.645 0.840 0.795 0.938 0.965 0.873
EC-Earth3_CMIP6 [-] 16.4 16.4 15.0 1.41 2.14 0.580 0.778 0.791 0.953 0.968 0.868
ERA5_BARPA [-] 14.3 14.3 15.0 -0.668 1.62 0.488 0.830 0.827 0.966 0.997 0.899
ERA5_CCAM [-] 15.0 15.0 15.0 0.0315 1.59 0.532 0.867 0.803 0.954 0.992 0.893
MPI-ESM1-2-HR_BARPA [-] 13.6 13.6 15.0 -1.38 2.41 0.617 0.764 0.743 0.949 0.979 0.851
MPI-ESM1-2-HR_CMIP6 [-] 19.3 19.3 14.9 4.31 4.56 0.725 0.473 0.782 0.935 0.998 0.791
NorESM2-MM_BARPA [-] 14.3 14.3 15.0 -0.668 1.74 0.530 0.835 0.800 0.963 0.993 0.890
NorESM2-MM_CCAM [-] 13.8 13.8 15.0 -1.18 2.25 0.448 0.789 0.745 0.968 0.996 0.862
NorESM2-MM_CMIP6 [-] 19.1 19.1 15.0 4.11 4.29 0.362 0.482 0.805 0.976 0.999 0.813
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.23
ACCESS-CM2_BARPA [-] 5.07 5.07 3.21 1.86 2.11 0.528 0.623 0.797 0.966 0.980 0.837
ACCESS-CM2_CCAM [-] 3.97 3.97 3.22 0.750 1.15 0.515 0.801 0.843 0.967 0.985 0.893
ACCESS-CM2_CMIP6 [-] 5.49 5.49 3.12 2.37 2.51 0.497 0.557 0.816 0.968 0.868 0.804
ACCESS-ESM1-5_BARPA [-] 5.41 5.41 3.21 2.20 2.33 0.507 0.572 0.841 0.967 0.962 0.836
ACCESS-ESM1-5_CCAM [-] 4.78 4.78 3.22 1.56 1.76 0.406 0.677 0.844 0.974 0.978 0.865
ACCESS-ESM1-5_CMIP6 [-] 5.89 5.89 3.26 2.63 2.76 0.497 0.529 0.820 0.968 0.966 0.820
CESM2_BARPA [-] 3.67 3.67 3.21 0.460 1.19 0.431 0.827 0.811 0.972 0.974 0.887
CESM2_CCAM [-] 2.85 2.85 3.22 -0.370 0.870 0.348 0.857 0.864 0.978 0.987 0.915
CMCC-ESM2_BARPA [-] 4.19 4.19 3.21 0.976 1.52 0.480 0.762 0.782 0.969 0.967 0.860
CMCC-ESM2_CCAM [-] 3.69 3.69 3.22 0.468 1.07 0.323 0.814 0.865 0.979 0.981 0.905
CMCC-ESM2_CMIP6 [-] 6.04 6.04 3.36 2.68 3.02 0.649 0.495 0.858 0.958 0.573 0.736
CNRM-ESM2-1_CCAM [-] 3.56 3.56 3.22 0.342 1.15 0.599 0.818 0.836 0.962 0.962 0.888
CNRM-ESM2-1_CMIP6 [-] 5.63 5.63 3.33 2.30 2.44 0.497 0.566 0.820 0.968 0.956 0.827
EC-Earth3_BARPA [-] 5.53 5.53 3.21 2.32 2.42 0.430 0.557 0.855 0.972 0.949 0.836
EC-Earth3_CCAM [-] 6.13 6.13 3.22 2.91 3.00 0.511 0.485 0.851 0.967 0.961 0.820
EC-Earth3_CMIP6 [-] 7.04 7.04 3.17 3.87 3.96 0.457 0.368 0.805 0.971 0.978 0.783
ERA5_BARPA [-] 4.69 4.69 3.23 1.46 1.82 0.482 0.686 0.796 0.969 0.977 0.850
ERA5_CCAM [-] 4.24 4.24 3.24 1.00 1.38 0.418 0.760 0.862 0.973 0.970 0.888
MPI-ESM1-2-HR_BARPA [-] 3.71 3.71 3.21 0.504 1.40 0.462 0.815 0.768 0.970 0.979 0.870
MPI-ESM1-2-HR_CMIP6 [-] 6.41 6.41 3.22 3.19 3.30 0.408 0.443 0.809 0.974 0.955 0.797
NorESM2-MM_BARPA [-] 4.33 4.33 3.21 1.12 1.63 0.483 0.741 0.777 0.969 0.983 0.857
NorESM2-MM_CCAM [-] 2.99 2.99 3.22 -0.232 1.08 0.505 0.819 0.856 0.968 0.972 0.899
NorESM2-MM_CMIP6 [-] 6.49 6.49 3.36 3.13 3.36 0.470 0.468 0.756 0.970 0.755 0.739
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.51
ACCESS-CM2_BARPA [-] 9.86 9.86 9.52 0.338 1.28 0.714 0.882 0.850 0.954 0.993 0.913
ACCESS-CM2_CCAM [-] 9.10 9.10 9.51 -0.415 1.15 0.482 0.879 0.881 0.969 0.993 0.922
ACCESS-CM2_CMIP6 [-] 12.2 12.2 9.50 2.69 2.78 0.469 0.633 0.895 0.970 0.997 0.875
ACCESS-ESM1-5_BARPA [-] 10.4 10.4 9.52 0.899 1.39 0.411 0.841 0.878 0.974 0.997 0.919
ACCESS-ESM1-5_CCAM [-] 9.75 9.75 9.51 0.239 1.18 0.284 0.868 0.889 0.982 0.994 0.928
ACCESS-ESM1-5_CMIP6 [-] 11.4 11.4 9.47 1.94 2.10 0.483 0.718 0.884 0.969 0.996 0.889
CESM2_BARPA [-] 8.68 8.68 9.52 -0.841 1.39 0.152 0.834 0.877 0.990 0.994 0.919
CESM2_CCAM [-] 8.74 8.74 9.51 -0.773 1.29 0.153 0.834 0.897 0.990 0.989 0.924
CMCC-ESM2_BARPA [-] 9.50 9.50 9.52 -0.0135 1.20 0.159 0.872 0.874 0.990 0.994 0.926
CMCC-ESM2_CCAM [-] 9.37 9.37 9.51 -0.144 1.29 0.290 0.867 0.863 0.981 0.975 0.918
CMCC-ESM2_CMIP6 [-] 13.4 13.4 9.52 3.84 3.96 0.434 0.523 0.864 0.971 0.987 0.838
CNRM-ESM2-1_CCAM [-] 8.14 8.14 9.51 -1.37 1.90 0.800 0.786 0.837 0.949 0.981 0.877
CNRM-ESM2-1_CMIP6 [-] 11.9 11.9 9.67 2.21 2.45 0.774 0.690 0.871 0.950 0.994 0.876
EC-Earth3_BARPA [-] 10.1 10.1 9.52 0.621 1.27 0.370 0.851 0.886 0.976 0.981 0.921
EC-Earth3_CCAM [-] 10.9 10.9 9.51 1.39 1.79 0.221 0.790 0.846 0.986 0.988 0.896
EC-Earth3_CMIP6 [-] 12.0 12.0 9.51 2.45 2.64 0.199 0.665 0.867 0.987 0.983 0.873
ERA5_BARPA [-] 9.47 9.47 9.54 -0.0669 1.19 0.0953 0.882 0.868 0.994 0.993 0.926
ERA5_CCAM [-] 9.22 9.22 9.53 -0.307 1.29 0.0883 0.881 0.849 0.994 0.997 0.920
MPI-ESM1-2-HR_BARPA [-] 8.72 8.72 9.52 -0.799 1.42 0.156 0.840 0.861 0.990 0.996 0.915
MPI-ESM1-2-HR_CMIP6 [-] 13.3 13.3 9.51 3.83 3.92 0.373 0.527 0.879 0.974 0.966 0.846
NorESM2-MM_BARPA [-] 9.29 9.29 9.52 -0.230 1.23 0.479 0.887 0.856 0.969 0.995 0.919
NorESM2-MM_CCAM [-] 7.71 7.71 9.51 -1.80 2.30 0.497 0.730 0.810 0.968 0.995 0.867
NorESM2-MM_CMIP6 [-] 12.8 12.8 9.52 3.27 3.49 0.373 0.578 0.836 0.976 0.987 0.842
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.15
ACCESS-CM2_BARPA [-] 3.86 3.86 2.21 1.65 1.96 0.167 0.559 0.802 0.989 0.951 0.821
ACCESS-CM2_CCAM [-] 2.36 2.36 2.18 0.178 1.17 0.173 0.767 0.778 0.989 0.966 0.863
ACCESS-CM2_CMIP6 [-] 7.72 7.72 3.29 4.43 4.51 0.207 0.232 0.744 0.987 0.894 0.682
ACCESS-ESM1-5_BARPA [-] 4.36 4.36 2.21 2.15 2.37 0.190 0.488 0.799 0.988 0.944 0.800
ACCESS-ESM1-5_CCAM [-] 2.91 2.91 2.18 0.730 1.30 0.186 0.715 0.788 0.988 0.965 0.854
ACCESS-ESM1-5_CMIP6 [-] 8.14 8.14 2.69 5.45 5.50 0.116 0.174 0.778 0.993 0.846 0.638
CESM2_BARPA [-] 2.55 2.55 2.21 0.335 1.33 0.336 0.704 0.806 0.978 0.956 0.856
CESM2_CCAM [-] 1.02 1.02 2.18 -1.16 1.53 0.185 0.640 0.812 0.988 0.933 0.828
CMCC-ESM2_BARPA [-] 3.22 3.22 2.21 1.01 1.56 0.384 0.652 0.814 0.975 0.952 0.848
CMCC-ESM2_CCAM [-] 2.02 2.02 2.18 -0.160 1.29 0.352 0.732 0.772 0.977 0.962 0.847
CMCC-ESM2_CMIP6 [-] 6.61 6.61 2.58 4.03 4.14 0.184 0.274 0.731 0.988 0.849 0.678
CNRM-ESM2-1_CCAM [-] 1.62 1.62 2.18 -0.556 1.34 0.226 0.721 0.775 0.985 0.959 0.842
CNRM-ESM2-1_CMIP6 [-] 6.40 6.40 2.62 3.79 3.88 0.210 0.242 0.720 0.987 0.863 0.689
EC-Earth3_BARPA [-] 4.97 4.97 2.21 2.76 2.88 0.179 0.410 0.803 0.988 0.936 0.778
EC-Earth3_CCAM [-] 4.48 4.48 2.18 2.30 2.45 0.176 0.467 0.776 0.988 0.951 0.788
EC-Earth3_CMIP6 [-] 5.25 5.25 2.29 2.95 3.19 0.201 0.370 0.707 0.987 0.922 0.738
ERA5_BARPA [-] 3.49 3.49 2.22 1.26 1.65 0.191 0.615 0.846 0.988 0.955 0.849
ERA5_CCAM [-] 2.44 2.44 2.19 0.252 1.24 0.240 0.746 0.786 0.985 0.969 0.861
MPI-ESM1-2-HR_BARPA [-] 2.96 2.96 2.21 0.751 1.45 0.200 0.681 0.793 0.987 0.957 0.850
MPI-ESM1-2-HR_CMIP6 [-] 3.96 3.96 2.05 1.91 2.09 0.251 0.512 0.819 0.984 0.947 0.796
NorESM2-MM_BARPA [-] 3.07 3.07 2.21 0.860 1.46 0.215 0.664 0.833 0.986 0.954 0.858
NorESM2-MM_CCAM [-] 1.14 1.14 2.18 -1.04 1.54 0.141 0.659 0.794 0.991 0.934 0.830
NorESM2-MM_CMIP6 [-] 5.67 5.67 2.58 3.09 3.22 0.0586 0.355 0.742 0.996 0.922 0.739
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.54
ACCESS-CM2_BARPA [-] 6.39 6.39 5.51 0.886 1.33 0.0706 0.775 0.811 0.995 0.994 0.883
ACCESS-CM2_CCAM [-] 5.48 5.48 5.53 -0.0497 0.874 0.0682 0.855 0.854 0.996 0.994 0.914
ACCESS-CM2_CMIP6 [-] 9.02 9.02 5.78 3.24 3.46 0.00 0.459 0.777 1.00 0.522 0.675
ACCESS-ESM1-5_BARPA [-] 6.74 6.74 5.51 1.24 1.53 0.0756 0.713 0.830 0.995 0.991 0.876
ACCESS-ESM1-5_CCAM [-] 5.82 5.82 5.53 0.291 0.988 0.0822 0.838 0.844 0.995 0.993 0.905
ACCESS-ESM1-5_CMIP6 [-] 8.99 8.99 5.50 3.49 3.64 0.123 0.435 0.831 0.992 0.655 0.731
CESM2_BARPA [-] 5.18 5.18 5.51 -0.330 1.30 0.389 0.835 0.766 0.975 0.987 0.871
CESM2_CCAM [-] 4.50 4.50 5.53 -1.03 1.29 0.330 0.734 0.874 0.979 0.985 0.891
CMCC-ESM2_BARPA [-] 5.64 5.64 5.51 0.132 1.30 0.0986 0.853 0.758 0.994 0.987 0.876
CMCC-ESM2_CCAM [-] 5.34 5.34 5.53 -0.187 1.00 0.0701 0.813 0.869 0.996 0.973 0.907
CMCC-ESM2_CMIP6 [-] 9.69 9.69 5.45 4.24 4.29 0.0588 0.335 0.853 0.996 0.753 0.749
CNRM-ESM2-1_CCAM [-] 4.69 4.69 5.53 -0.843 1.39 0.273 0.725 0.862 0.982 0.983 0.888
CNRM-ESM2-1_CMIP6 [-] 7.67 7.67 5.60 2.07 2.35 0.0390 0.606 0.802 0.997 0.765 0.793
EC-Earth3_BARPA [-] 7.30 7.30 5.51 1.80 2.13 0.273 0.619 0.777 0.982 0.978 0.839
EC-Earth3_CCAM [-] 7.84 7.84 5.53 2.31 2.40 0.0890 0.546 0.859 0.994 0.983 0.841
EC-Earth3_CMIP6 [-] 8.94 8.94 5.56 3.38 3.48 0.0891 0.412 0.820 0.994 0.938 0.781
ERA5_BARPA [-] 6.03 6.03 5.52 0.507 1.41 0.0741 0.829 0.749 0.995 0.994 0.876
ERA5_CCAM [-] 5.64 5.64 5.55 0.0975 1.05 0.257 0.821 0.855 0.984 0.984 0.902
MPI-ESM1-2-HR_BARPA [-] 5.00 5.00 5.51 -0.504 1.53 0.290 0.816 0.725 0.981 0.993 0.864
MPI-ESM1-2-HR_CMIP6 [-] 8.01 8.01 5.52 2.49 2.59 0.536 0.513 0.840 0.966 0.945 0.816
NorESM2-MM_BARPA [-] 5.85 5.85 5.51 0.344 1.35 0.0565 0.840 0.755 0.996 0.991 0.879
NorESM2-MM_CCAM [-] 4.00 4.00 5.53 -1.53 1.87 0.314 0.648 0.821 0.980 0.986 0.860
NorESM2-MM_CMIP6 [-] 9.41 9.41 5.45 3.96 4.22 0.240 0.349 0.703 0.985 0.825 0.722
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 17.0
ACCESS-CM2_BARPA [-] 17.1 17.1 16.9 0.166 1.69 0.134 0.849 0.701 0.988 0.992 0.862
ACCESS-CM2_CCAM [-] 16.6 16.6 17.0 -0.386 1.41 0.146 0.821 0.772 0.987 0.998 0.881
ACCESS-CM2_CMIP6 [-] 22.0 22.0 16.9 5.05 5.30 0.197 0.295 0.670 0.987 0.887 0.705
ACCESS-ESM1-5_BARPA [-] 18.0 18.0 16.9 1.12 2.04 0.155 0.754 0.682 0.987 0.989 0.834
ACCESS-ESM1-5_CCAM [-] 18.1 18.1 17.0 1.15 1.85 0.358 0.761 0.722 0.973 0.996 0.847
ACCESS-ESM1-5_CMIP6 [-] 23.7 23.7 18.8 4.90 5.18 0.245 0.235 0.613 0.984 0.959 0.688
CESM2_BARPA [-] 16.6 16.6 16.9 -0.355 1.42 0.142 0.813 0.774 0.988 0.993 0.879
CESM2_CCAM [-] 17.2 17.2 17.0 0.243 1.68 0.795 0.850 0.701 0.933 0.999 0.852
CMCC-ESM2_BARPA [-] 16.6 16.6 16.9 -0.350 1.36 0.678 0.807 0.800 0.953 0.989 0.878
CMCC-ESM2_CCAM [-] 17.1 17.1 17.0 0.118 1.43 0.148 0.852 0.752 0.987 0.995 0.881
CMCC-ESM2_CMIP6 [-] 22.1 22.1 17.6 4.56 4.76 1.35 0.305 0.714 0.834 0.863 0.683
CNRM-ESM2-1_CCAM [-] 14.3 14.3 17.0 -2.71 2.97 0.771 0.512 0.803 0.950 0.984 0.811
CNRM-ESM2-1_CMIP6 [-] 19.6 19.6 18.3 1.33 1.77 0.828 0.697 0.785 0.946 0.770 0.798
EC-Earth3_BARPA [-] 15.8 15.8 16.9 -1.16 2.10 0.123 0.715 0.693 0.991 0.998 0.832
EC-Earth3_CCAM [-] 16.6 16.6 17.0 -0.370 1.40 0.221 0.806 0.792 0.982 0.971 0.877
EC-Earth3_CMIP6 [-] 17.8 17.8 17.0 0.807 1.42 0.954 0.785 0.780 0.912 0.969 0.852
ERA5_BARPA [-] 16.8 16.8 16.9 -0.159 1.12 0.226 0.838 0.834 0.982 0.997 0.904
ERA5_CCAM [-] 16.8 16.8 17.0 -0.255 1.47 0.451 0.832 0.753 0.964 0.993 0.871
MPI-ESM1-2-HR_BARPA [-] 15.9 15.9 16.9 -1.04 2.08 0.138 0.728 0.690 0.988 0.986 0.831
MPI-ESM1-2-HR_CMIP6 [-] 20.6 20.6 17.6 2.98 3.20 0.998 0.480 0.749 0.912 0.939 0.768
NorESM2-MM_BARPA [-] 16.9 16.9 16.9 -0.0553 1.27 0.161 0.845 0.789 0.987 0.992 0.891
NorESM2-MM_CCAM [-] 15.9 15.9 17.0 -1.13 2.01 0.293 0.729 0.704 0.978 0.997 0.836
NorESM2-MM_CMIP6 [-] 21.8 21.8 17.6 4.19 4.43 0.659 0.336 0.694 0.958 0.889 0.717
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.5
ACCESS-CM2_BARPA [-] 14.3 14.2 12.5 18.5 1.76 2.72 0.826 0.537 0.705 0.913 0.958 0.764
ACCESS-CM2_CCAM [-] 13.5 13.4 12.5 17.7 0.979 2.30 0.680 0.583 0.719 0.930 0.959 0.782
ACCESS-CM2_CMIP6 [-] 16.1 15.5 12.4 19.1 3.12 3.48 0.680 0.423 0.738 0.927 0.979 0.761
ACCESS-ESM1-5_BARPA [-] 14.8 14.8 12.5 19.0 2.32 3.01 0.720 0.499 0.707 0.921 0.958 0.758
ACCESS-ESM1-5_CCAM [-] 14.2 14.1 12.5 18.3 1.66 2.58 0.622 0.538 0.721 0.934 0.957 0.774
ACCESS-ESM1-5_CMIP6 [-] 15.6 15.0 11.9 19.4 3.09 3.45 0.599 0.436 0.741 0.943 0.973 0.767
CESM2_BARPA [-] 13.4 13.3 12.5 17.8 0.825 2.54 0.596 0.546 0.735 0.933 0.939 0.778
CESM2_CCAM [-] 13.0 12.9 12.5 17.1 0.455 2.40 0.569 0.579 0.725 0.936 0.935 0.780
CMCC-ESM2_BARPA [-] 13.9 13.8 12.5 18.0 1.34 2.56 0.624 0.542 0.742 0.927 0.948 0.780
CMCC-ESM2_CCAM [-] 13.6 13.5 12.5 17.5 1.06 2.43 0.698 0.569 0.723 0.916 0.949 0.776
CMCC-ESM2_CMIP6 [-] 16.0 15.7 12.2 18.4 3.48 3.99 0.786 0.374 0.737 0.907 0.971 0.745
CNRM-ESM2-1_CCAM [-] 12.1 12.1 12.5 15.7 -0.406 2.40 0.884 0.577 0.701 0.903 0.960 0.769
CNRM-ESM2-1_CMIP6 [-] 14.7 14.2 11.9 17.8 2.31 2.91 0.831 0.520 0.743 0.910 0.973 0.778
EC-Earth3_BARPA [-] 14.8 14.7 12.5 19.0 2.23 3.01 0.722 0.518 0.717 0.919 0.952 0.764
EC-Earth3_CCAM [-] 14.9 14.8 12.5 18.6 2.38 2.97 0.675 0.514 0.708 0.922 0.961 0.763
EC-Earth3_CMIP6 [-] 15.2 15.0 12.2 18.2 2.75 3.27 0.691 0.476 0.710 0.917 0.960 0.754
ERA5_BARPA [-] 13.8 13.8 12.5 17.9 1.30 2.48 0.534 0.554 0.748 0.941 0.955 0.789
ERA5_CCAM [-] 13.5 13.4 12.5 17.4 0.944 2.32 0.545 0.582 0.739 0.938 0.958 0.791
MPI-ESM1-2-HR_BARPA [-] 13.2 13.1 12.5 17.5 0.679 2.49 0.605 0.558 0.713 0.932 0.948 0.773
MPI-ESM1-2-HR_CMIP6 [-] 15.8 15.6 12.4 18.2 3.17 3.77 0.704 0.392 0.719 0.926 0.970 0.745
NorESM2-MM_BARPA [-] 13.8 13.8 12.5 18.2 1.30 2.52 0.635 0.552 0.744 0.936 0.952 0.786
NorESM2-MM_CCAM [-] 12.0 12.0 12.5 16.2 -0.477 2.34 0.689 0.587 0.711 0.932 0.960 0.780
NorESM2-MM_CMIP6 [-] 15.6 15.2 12.2 18.4 3.05 3.60 0.594 0.407 0.739 0.939 0.974 0.760
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 21.9
ACCESS-CM2_BARPA [-] 24.7 24.7 21.9 25.6 2.78 3.34 1.76 0.357 0.618 0.754 0.992 0.668
ACCESS-CM2_CCAM [-] 24.1 24.0 21.9 25.0 2.11 2.69 1.37 0.440 0.663 0.824 0.996 0.717
ACCESS-CM2_CMIP6 [-] 25.7 25.5 21.9 26.3 3.54 3.77 1.77 0.270 0.615 0.745 0.821 0.613
ACCESS-ESM1-5_BARPA [-] 25.2 25.2 21.9 26.0 3.30 3.70 1.75 0.296 0.606 0.755 0.996 0.652
ACCESS-ESM1-5_CCAM [-] 24.8 24.8 21.9 25.6 2.87 3.19 1.36 0.368 0.646 0.823 0.994 0.695
ACCESS-ESM1-5_CMIP6 [-] 26.1 25.9 21.8 26.7 4.12 4.28 1.28 0.201 0.616 0.828 0.904 0.633
CESM2_BARPA [-] 24.6 24.5 21.9 25.6 2.65 3.25 1.44 0.351 0.663 0.801 0.973 0.690
CESM2_CCAM [-] 24.2 24.2 21.9 25.1 2.30 2.94 1.27 0.437 0.613 0.821 0.997 0.696
CMCC-ESM2_BARPA [-] 24.7 24.6 21.9 25.4 2.76 3.28 1.43 0.346 0.639 0.792 0.983 0.679
CMCC-ESM2_CCAM [-] 24.3 24.3 21.9 24.9 2.34 2.89 1.64 0.430 0.602 0.744 0.994 0.674
CMCC-ESM2_CMIP6 [-] 25.2 25.2 21.7 25.4 3.47 3.82 1.86 0.313 0.559 0.711 0.608 0.550
CNRM-ESM2-1_CCAM [-] 21.8 21.8 21.9 22.6 -0.140 2.27 1.70 0.457 0.625 0.742 0.996 0.689
CNRM-ESM2-1_CMIP6 [-] 23.1 22.8 21.2 24.0 1.65 2.64 1.91 0.484 0.584 0.689 0.974 0.663
EC-Earth3_BARPA [-] 24.1 24.1 21.9 24.8 2.22 3.08 1.68 0.401 0.596 0.746 0.974 0.662
EC-Earth3_CCAM [-] 23.8 23.8 21.9 24.6 1.90 2.58 1.66 0.465 0.616 0.749 0.998 0.689
EC-Earth3_CMIP6 [-] 23.6 23.5 21.8 24.1 1.66 2.55 1.99 0.479 0.569 0.688 0.924 0.646
ERA5_BARPA [-] 24.3 24.3 21.9 25.1 2.43 2.97 1.07 0.407 0.661 0.858 0.991 0.716
ERA5_CCAM [-] 23.8 23.8 21.9 24.6 1.86 2.53 1.07 0.465 0.666 0.853 0.996 0.729
MPI-ESM1-2-HR_BARPA [-] 24.1 24.1 21.9 25.0 2.20 3.00 1.34 0.403 0.623 0.812 0.978 0.688
MPI-ESM1-2-HR_CMIP6 [-] 25.1 25.0 21.8 25.4 3.20 3.56 1.38 0.335 0.547 0.827 0.814 0.614
NorESM2-MM_BARPA [-] 24.6 24.6 21.9 25.6 2.68 3.16 1.15 0.365 0.653 0.853 0.990 0.703
NorESM2-MM_CCAM [-] 22.8 22.7 21.9 23.7 0.810 2.26 1.26 0.473 0.616 0.845 0.996 0.709
NorESM2-MM_CMIP6 [-] 25.2 25.1 21.7 25.9 3.35 3.58 1.23 0.315 0.637 0.836 0.712 0.627
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.04
ACCESS-CM2_BARPA [-] 6.88 6.88 5.02 1.86 2.06 0.696 0.731 0.870 0.955 0.995 0.884
ACCESS-CM2_CCAM [-] 6.28 6.28 5.03 1.25 1.58 0.514 0.813 0.858 0.967 0.995 0.898
ACCESS-CM2_CMIP6 [-] 7.51 7.51 5.04 2.47 2.59 0.243 0.656 0.882 0.984 0.987 0.878
ACCESS-ESM1-5_BARPA [-] 7.69 7.69 5.02 2.67 2.78 0.257 0.637 0.885 0.983 0.992 0.876
ACCESS-ESM1-5_CCAM [-] 7.40 7.40 5.03 2.37 2.51 0.495 0.672 0.874 0.968 0.993 0.876
ACCESS-ESM1-5_CMIP6 [-] 8.08 8.08 5.33 2.75 2.85 0.224 0.630 0.890 0.986 0.989 0.877
CESM2_BARPA [-] 5.75 5.75 5.02 0.730 1.22 0.248 0.870 0.877 0.984 0.995 0.921
CESM2_CCAM [-] 5.93 5.93 5.03 0.897 1.24 0.223 0.853 0.895 0.986 0.989 0.924
CMCC-ESM2_BARPA [-] 6.24 6.24 5.02 1.22 1.44 0.252 0.813 0.892 0.984 0.994 0.915
CMCC-ESM2_CCAM [-] 6.14 6.14 5.03 1.12 1.39 0.424 0.827 0.884 0.973 0.995 0.913
CMCC-ESM2_CMIP6 [-] 9.44 9.44 5.03 4.41 4.49 0.728 0.487 0.881 0.953 0.741 0.789
CNRM-ESM2-1_CCAM [-] 5.24 5.24 5.03 0.212 1.50 0.456 0.925 0.790 0.971 0.995 0.894
CNRM-ESM2-1_CMIP6 [-] 7.06 7.06 5.31 1.75 2.01 0.658 0.745 0.856 0.958 0.980 0.879
EC-Earth3_BARPA [-] 6.79 6.79 5.02 1.77 1.92 0.374 0.741 0.892 0.976 0.994 0.899
EC-Earth3_CCAM [-] 7.77 7.77 5.03 2.74 2.90 0.722 0.628 0.858 0.954 0.995 0.858
EC-Earth3_CMIP6 [-] 9.57 9.57 5.04 4.54 4.64 0.711 0.459 0.855 0.954 0.991 0.823
ERA5_BARPA [-] 6.47 6.47 5.04 1.44 1.79 0.411 0.786 0.845 0.974 0.996 0.889
ERA5_CCAM [-] 6.09 6.09 5.05 1.04 1.52 0.254 0.839 0.840 0.984 0.996 0.900
MPI-ESM1-2-HR_BARPA [-] 5.11 5.11 5.02 0.0963 0.995 0.465 0.909 0.879 0.970 0.994 0.926
MPI-ESM1-2-HR_CMIP6 [-] 9.45 9.45 5.04 4.41 4.50 0.419 0.473 0.864 0.973 0.888 0.812
NorESM2-MM_BARPA [-] 6.29 6.29 5.02 1.27 1.70 0.405 0.807 0.839 0.974 0.996 0.891
NorESM2-MM_CCAM [-] 5.11 5.11 5.03 0.0835 1.31 0.613 0.918 0.823 0.961 0.996 0.904
NorESM2-MM_CMIP6 [-] 9.19 9.19 5.03 4.16 4.29 0.816 0.502 0.847 0.948 0.778 0.784
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.24
ACCESS-CM2_BARPA [-] 10.2 10.2 9.23 0.943 1.85 0.357 0.804 0.841 0.977 0.803 0.853
ACCESS-CM2_CCAM [-] 9.91 9.91 9.24 0.671 1.45 0.193 0.850 0.860 0.988 0.833 0.878
ACCESS-CM2_CMIP6 [-] 13.2 13.2 9.47 3.77 3.86 0.0979 0.534 0.863 0.994 0.882 0.827
ACCESS-ESM1-5_BARPA [-] 11.2 11.2 9.23 1.92 2.35 0.182 0.735 0.849 0.988 0.786 0.841
ACCESS-ESM1-5_CCAM [-] 11.1 11.1 9.24 1.91 2.24 0.154 0.738 0.848 0.990 0.852 0.855
ACCESS-ESM1-5_CMIP6 [-] 12.6 12.6 9.26 3.34 3.44 0.326 0.588 0.887 0.979 0.990 0.866
CESM2_BARPA [-] 9.53 9.53 9.23 0.296 1.41 0.146 0.826 0.901 0.991 0.863 0.896
CESM2_CCAM [-] 9.95 9.95 9.24 0.715 1.35 0.231 0.846 0.894 0.985 0.888 0.901
CMCC-ESM2_BARPA [-] 9.77 9.77 9.23 0.536 1.56 0.517 0.816 0.882 0.967 0.852 0.880
CMCC-ESM2_CCAM [-] 10.0 10.0 9.24 0.794 1.47 0.279 0.844 0.865 0.982 0.878 0.887
CMCC-ESM2_CMIP6 [-] 14.1 14.1 9.06 5.02 5.17 0.288 0.447 0.826 0.982 0.996 0.815
CNRM-ESM2-1_CCAM [-] 8.35 8.35 9.24 -0.886 1.99 0.554 0.832 0.793 0.964 0.777 0.832
CNRM-ESM2-1_CMIP6 [-] 10.6 10.6 9.58 1.05 1.52 0.532 0.826 0.866 0.966 0.987 0.902
EC-Earth3_BARPA [-] 10.1 10.1 9.23 0.845 1.85 0.259 0.790 0.859 0.983 0.837 0.866
EC-Earth3_CCAM [-] 11.1 11.1 9.24 1.88 2.29 0.369 0.741 0.834 0.976 0.791 0.835
EC-Earth3_CMIP6 [-] 12.2 12.2 9.06 3.18 3.42 0.259 0.610 0.832 0.983 0.914 0.834
ERA5_BARPA [-] 10.0 10.0 9.26 0.753 1.65 0.126 0.815 0.868 0.992 0.832 0.875
ERA5_CCAM [-] 9.78 9.78 9.26 0.516 1.53 0.300 0.860 0.839 0.981 0.851 0.874
MPI-ESM1-2-HR_BARPA [-] 8.70 8.70 9.23 -0.537 1.77 0.319 0.812 0.838 0.980 0.878 0.869
MPI-ESM1-2-HR_CMIP6 [-] 13.4 13.4 9.36 4.03 4.12 0.301 0.521 0.871 0.981 0.871 0.823
NorESM2-MM_BARPA [-] 9.76 9.76 9.23 0.531 1.66 0.186 0.827 0.846 0.988 0.845 0.870
NorESM2-MM_CCAM [-] 8.55 8.55 9.24 -0.693 1.83 0.254 0.850 0.798 0.984 0.841 0.854
NorESM2-MM_CMIP6 [-] 13.5 13.5 9.06 4.47 4.62 0.465 0.488 0.827 0.970 0.925 0.807
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.12
ACCESS-CM2_BARPA [-] 7.44 7.44 5.20 2.24 2.43 0.154 0.640 0.848 0.990 0.987 0.863
ACCESS-CM2_CCAM [-] 5.62 5.62 5.16 0.462 1.37 0.162 0.843 0.820 0.990 0.984 0.891
ACCESS-CM2_CMIP6 [-] 10.3 10.3 5.96 4.32 4.54 0.00 0.447 0.764 1.00 0.481 0.691
ACCESS-ESM1-5_BARPA [-] 8.19 8.19 5.20 2.99 3.10 0.156 0.549 0.864 0.990 0.985 0.850
ACCESS-ESM1-5_CCAM [-] 6.80 6.80 5.16 1.64 1.93 0.155 0.719 0.835 0.990 0.984 0.873
ACCESS-ESM1-5_CMIP6 [-] 8.92 8.92 4.22 4.69 4.78 0.250 0.382 0.838 0.984 0.864 0.781
CESM2_BARPA [-] 6.65 6.65 5.20 1.45 1.68 0.244 0.744 0.893 0.984 0.985 0.900
CESM2_CCAM [-] 5.10 5.10 5.16 -0.0612 1.17 0.192 0.842 0.874 0.988 0.988 0.913
CMCC-ESM2_BARPA [-] 7.30 7.30 5.20 2.10 2.29 0.480 0.658 0.858 0.969 0.984 0.866
CMCC-ESM2_CCAM [-] 5.74 5.74 5.16 0.577 1.37 0.161 0.833 0.832 0.990 0.986 0.895
CMCC-ESM2_CMIP6 [-] 7.09 7.09 4.94 2.15 2.47 0.217 0.628 0.845 0.986 0.911 0.843
CNRM-ESM2-1_CCAM [-] 4.66 4.66 5.16 -0.497 1.67 0.429 0.842 0.767 0.972 0.966 0.863
CNRM-ESM2-1_CMIP6 [-] 7.96 7.96 4.99 2.97 3.24 0.391 0.534 0.764 0.975 0.983 0.804
EC-Earth3_BARPA [-] 8.38 8.38 5.20 3.18 3.31 0.154 0.531 0.846 0.990 0.977 0.838
EC-Earth3_CCAM [-] 7.35 7.35 5.16 2.19 2.45 0.162 0.642 0.815 0.990 0.976 0.847
EC-Earth3_CMIP6 [-] 8.08 8.08 5.23 2.85 2.97 0.238 0.563 0.870 0.985 0.971 0.852
ERA5_BARPA [-] 7.18 7.18 5.22 1.97 2.16 0.485 0.676 0.866 0.969 0.986 0.873
ERA5_CCAM [-] 5.65 5.65 5.18 0.470 1.46 0.703 0.844 0.802 0.955 0.984 0.878
MPI-ESM1-2-HR_BARPA [-] 6.73 6.73 5.20 1.53 1.88 0.154 0.729 0.860 0.990 0.974 0.883
MPI-ESM1-2-HR_CMIP6 [-] 8.57 8.57 5.30 3.26 3.41 0.164 0.515 0.827 0.989 0.983 0.828
NorESM2-MM_BARPA [-] 6.93 6.93 5.20 1.73 1.94 0.178 0.705 0.877 0.989 0.987 0.887
NorESM2-MM_CCAM [-] 4.18 4.18 5.16 -0.983 1.81 0.160 0.794 0.781 0.990 0.966 0.862
NorESM2-MM_CMIP6 [-] 7.12 7.12 4.94 2.19 2.34 0.217 0.646 0.871 0.986 0.990 0.873
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 13.7
ACCESS-CM2_BARPA [-] 13.1 13.1 13.7 -0.637 1.97 0.574 0.836 0.762 0.959 0.993 0.862
ACCESS-CM2_CCAM [-] 13.3 13.3 13.7 -0.416 1.49 0.245 0.852 0.835 0.984 0.965 0.894
ACCESS-CM2_CMIP6 [-] 16.2 16.2 14.0 2.22 2.42 0.266 0.686 0.856 0.983 0.971 0.870
ACCESS-ESM1-5_BARPA [-] 14.1 14.1 13.7 0.395 1.85 0.359 0.857 0.777 0.977 0.994 0.876
ACCESS-ESM1-5_CCAM [-] 14.8 14.8 13.7 1.09 1.81 0.282 0.831 0.814 0.981 0.972 0.883
ACCESS-ESM1-5_CMIP6 [-] 16.5 16.5 13.8 2.71 2.95 0.346 0.638 0.826 0.978 0.959 0.845
CESM2_BARPA [-] 12.4 12.4 13.7 -1.29 1.92 0.261 0.786 0.818 0.981 0.995 0.880
CESM2_CCAM [-] 13.8 13.8 13.7 0.0873 1.54 0.313 0.875 0.813 0.976 0.982 0.892
CMCC-ESM2_BARPA [-] 12.6 12.6 13.7 -1.06 1.80 0.276 0.801 0.836 0.982 0.997 0.891
CMCC-ESM2_CCAM [-] 14.2 14.2 13.7 0.483 1.65 0.209 0.856 0.818 0.985 0.991 0.894
CMCC-ESM2_CMIP6 [-] 18.1 18.1 13.7 4.44 4.66 0.535 0.468 0.787 0.962 0.998 0.801
CNRM-ESM2-1_CCAM [-] 11.5 11.5 13.7 -2.15 2.75 0.687 0.672 0.808 0.954 0.965 0.841
CNRM-ESM2-1_CMIP6 [-] 13.5 13.5 13.8 -0.247 1.32 0.811 0.842 0.885 0.941 0.955 0.902
EC-Earth3_BARPA [-] 12.4 12.4 13.7 -1.33 2.22 0.550 0.771 0.771 0.960 0.991 0.853
EC-Earth3_CCAM [-] 14.1 14.1 13.7 0.406 1.78 0.288 0.827 0.818 0.981 0.951 0.879
EC-Earth3_CMIP6 [-] 15.4 15.4 13.7 1.74 2.24 0.431 0.755 0.812 0.968 0.962 0.862
ERA5_BARPA [-] 12.8 12.8 13.7 -0.869 1.58 0.244 0.822 0.854 0.984 0.990 0.901
ERA5_CCAM [-] 13.5 13.5 13.7 -0.162 1.58 0.304 0.858 0.823 0.976 0.980 0.892
MPI-ESM1-2-HR_BARPA [-] 11.9 11.9 13.7 -1.82 2.54 0.393 0.729 0.761 0.971 0.997 0.844
MPI-ESM1-2-HR_CMIP6 [-] 17.7 17.7 13.7 4.01 4.14 0.539 0.509 0.849 0.960 0.997 0.833
NorESM2-MM_BARPA [-] 12.7 12.7 13.7 -0.995 1.75 0.333 0.817 0.822 0.978 0.991 0.886
NorESM2-MM_CCAM [-] 12.3 12.3 13.7 -1.43 2.33 0.229 0.756 0.768 0.985 0.975 0.850
NorESM2-MM_CMIP6 [-] 17.5 17.5 13.7 3.78 3.98 0.305 0.521 0.814 0.980 0.973 0.821
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 15.8
ACCESS-CM2_BARPA [-] 15.7 15.7 15.8 -0.122 2.13 1.28 0.846 0.721 0.864 0.982 0.827
ACCESS-CM2_CCAM [-] 15.6 15.6 15.8 -0.232 1.56 0.911 0.873 0.795 0.908 0.986 0.872
ACCESS-CM2_CMIP6 [-] 19.1 19.1 15.9 3.20 3.47 0.527 0.571 0.796 0.957 0.863 0.797
ACCESS-ESM1-5_BARPA [-] 16.4 16.4 15.8 0.546 2.09 0.916 0.830 0.738 0.913 0.989 0.842
ACCESS-ESM1-5_CCAM [-] 16.9 16.9 15.8 1.06 1.86 0.676 0.822 0.783 0.941 0.980 0.862
ACCESS-ESM1-5_CMIP6 [-] 18.6 18.6 15.9 2.70 2.98 0.580 0.621 0.816 0.950 0.911 0.823
CESM2_BARPA [-] 14.9 14.9 15.8 -0.968 2.15 0.845 0.800 0.748 0.922 0.980 0.840
CESM2_CCAM [-] 15.9 15.9 15.8 0.102 1.96 0.513 0.870 0.733 0.959 0.978 0.854
CMCC-ESM2_BARPA [-] 15.6 15.6 15.8 -0.260 1.88 0.646 0.835 0.768 0.954 0.987 0.863
CMCC-ESM2_CCAM [-] 17.0 17.0 15.8 1.15 2.25 0.728 0.799 0.731 0.933 0.929 0.824
CMCC-ESM2_CMIP6 [-] 20.9 20.9 15.8 5.11 5.54 1.05 0.397 0.677 0.886 0.998 0.727
CNRM-ESM2-1_CCAM [-] 14.0 14.0 15.8 -1.85 2.56 0.893 0.709 0.766 0.918 0.941 0.820
CNRM-ESM2-1_CMIP6 [-] 17.0 17.0 15.9 1.09 1.89 0.494 0.791 0.806 0.964 0.871 0.848
EC-Earth3_BARPA [-] 14.9 14.9 15.8 -0.941 2.24 0.937 0.795 0.733 0.916 0.990 0.833
EC-Earth3_CCAM [-] 16.3 16.3 15.8 0.439 1.75 0.884 0.849 0.780 0.910 0.905 0.845
EC-Earth3_CMIP6 [-] 17.1 17.1 15.9 1.20 2.07 0.673 0.792 0.778 0.944 0.988 0.856
ERA5_BARPA [-] 15.3 15.3 15.8 -0.535 1.65 0.651 0.836 0.808 0.954 0.989 0.879
ERA5_CCAM [-] 16.0 16.0 15.8 0.161 1.60 0.686 0.873 0.790 0.940 0.952 0.869
MPI-ESM1-2-HR_BARPA [-] 14.7 14.7 15.8 -1.09 2.32 0.765 0.787 0.731 0.935 0.977 0.832
MPI-ESM1-2-HR_CMIP6 [-] 20.3 20.3 15.8 4.51 4.83 0.849 0.449 0.737 0.918 0.894 0.747
NorESM2-MM_BARPA [-] 15.4 15.4 15.8 -0.451 1.73 0.660 0.847 0.786 0.953 0.984 0.871
NorESM2-MM_CCAM [-] 14.8 14.8 15.8 -1.00 2.20 0.595 0.811 0.730 0.957 0.981 0.842
NorESM2-MM_CMIP6 [-] 20.2 20.2 15.8 4.33 4.51 0.401 0.456 0.799 0.973 0.989 0.803
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.23
ACCESS-CM2_BARPA [-] 5.07 5.07 3.21 1.86 2.11 0.528 0.623 0.797 0.966 0.980 0.833
ACCESS-CM2_CCAM [-] 3.97 3.97 3.22 0.750 1.15 0.515 0.801 0.843 0.967 0.985 0.888
ACCESS-CM2_CMIP6 [-] 5.49 5.49 3.12 2.37 2.51 0.497 0.557 0.816 0.968 0.868 0.805
ACCESS-ESM1-5_BARPA [-] 5.41 5.41 3.21 2.20 2.33 0.507 0.572 0.841 0.967 0.962 0.837
ACCESS-ESM1-5_CCAM [-] 4.78 4.78 3.22 1.56 1.76 0.406 0.677 0.844 0.974 0.978 0.863
ACCESS-ESM1-5_CMIP6 [-] 5.89 5.89 3.26 2.63 2.76 0.497 0.529 0.820 0.968 0.966 0.820
CESM2_BARPA [-] 3.67 3.67 3.21 0.460 1.19 0.431 0.827 0.811 0.972 0.974 0.879
CESM2_CCAM [-] 2.85 2.85 3.22 -0.370 0.870 0.348 0.857 0.864 0.978 0.987 0.910
CMCC-ESM2_BARPA [-] 4.19 4.19 3.21 0.976 1.52 0.480 0.762 0.782 0.969 0.967 0.852
CMCC-ESM2_CCAM [-] 3.69 3.69 3.22 0.468 1.07 0.323 0.814 0.865 0.979 0.981 0.901
CMCC-ESM2_CMIP6 [-] 6.04 6.04 3.36 2.68 3.02 0.649 0.495 0.858 0.958 0.573 0.748
CNRM-ESM2-1_CCAM [-] 3.56 3.56 3.22 0.342 1.15 0.599 0.818 0.836 0.962 0.962 0.883
CNRM-ESM2-1_CMIP6 [-] 5.63 5.63 3.33 2.30 2.44 0.497 0.566 0.820 0.968 0.956 0.826
EC-Earth3_BARPA [-] 5.53 5.53 3.21 2.32 2.42 0.430 0.557 0.855 0.972 0.949 0.838
EC-Earth3_CCAM [-] 6.13 6.13 3.22 2.91 3.00 0.511 0.485 0.851 0.967 0.961 0.823
EC-Earth3_CMIP6 [-] 7.04 7.04 3.17 3.87 3.96 0.457 0.368 0.805 0.971 0.978 0.785
ERA5_BARPA [-] 4.69 4.69 3.23 1.46 1.82 0.482 0.686 0.796 0.969 0.977 0.845
ERA5_CCAM [-] 4.24 4.24 3.24 1.00 1.38 0.418 0.760 0.862 0.973 0.970 0.885
MPI-ESM1-2-HR_BARPA [-] 3.71 3.71 3.21 0.504 1.40 0.462 0.815 0.768 0.970 0.979 0.860
MPI-ESM1-2-HR_CMIP6 [-] 6.41 6.41 3.22 3.19 3.30 0.408 0.443 0.809 0.974 0.955 0.798
NorESM2-MM_BARPA [-] 4.33 4.33 3.21 1.12 1.63 0.483 0.741 0.777 0.969 0.983 0.849
NorESM2-MM_CCAM [-] 2.99 2.99 3.22 -0.232 1.08 0.505 0.819 0.856 0.968 0.972 0.894
NorESM2-MM_CMIP6 [-] 6.49 6.49 3.36 3.13 3.36 0.470 0.468 0.756 0.970 0.755 0.741
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.7
ACCESS-CM2_BARPA [-] 11.0 11.0 10.7 0.304 1.28 0.771 0.884 0.864 0.951 0.995 0.911
ACCESS-CM2_CCAM [-] 10.4 10.4 10.7 -0.322 1.13 0.419 0.892 0.888 0.973 0.983 0.925
ACCESS-CM2_CMIP6 [-] 13.5 13.5 10.7 2.80 2.89 0.462 0.640 0.899 0.970 0.998 0.881
ACCESS-ESM1-5_BARPA [-] 11.7 11.7 10.7 0.962 1.50 0.474 0.838 0.881 0.970 0.996 0.913
ACCESS-ESM1-5_CCAM [-] 11.3 11.3 10.7 0.608 1.24 0.248 0.867 0.897 0.984 0.996 0.928
ACCESS-ESM1-5_CMIP6 [-] 12.7 12.7 10.7 1.94 2.11 0.535 0.737 0.892 0.965 0.998 0.897
CESM2_BARPA [-] 9.99 9.99 10.7 -0.719 1.34 0.122 0.853 0.887 0.992 0.994 0.923
CESM2_CCAM [-] 10.3 10.3 10.7 -0.420 1.12 0.117 0.876 0.904 0.992 0.998 0.935
CMCC-ESM2_BARPA [-] 10.8 10.8 10.7 0.0741 1.16 0.0248 0.872 0.902 0.998 0.993 0.934
CMCC-ESM2_CCAM [-] 11.0 11.0 10.7 0.280 1.24 0.192 0.888 0.872 0.988 0.989 0.922
CMCC-ESM2_CMIP6 [-] 14.8 14.8 10.7 4.08 4.19 0.424 0.527 0.868 0.971 0.996 0.846
CNRM-ESM2-1_CCAM [-] 9.38 9.38 10.7 -1.32 1.94 0.869 0.803 0.832 0.944 0.968 0.876
CNRM-ESM2-1_CMIP6 [-] 13.1 13.1 10.8 2.30 2.56 0.864 0.694 0.867 0.944 0.997 0.874
EC-Earth3_BARPA [-] 11.1 11.1 10.7 0.414 1.24 0.422 0.867 0.894 0.973 0.987 0.923
EC-Earth3_CCAM [-] 12.1 12.1 10.7 1.41 1.85 0.206 0.802 0.847 0.987 0.977 0.892
EC-Earth3_CMIP6 [-] 13.1 13.1 10.7 2.35 2.56 0.185 0.699 0.870 0.988 0.973 0.880
ERA5_BARPA [-] 10.6 10.6 10.7 -0.105 1.14 0.0531 0.883 0.894 0.997 0.996 0.933
ERA5_CCAM [-] 10.6 10.6 10.7 -0.101 1.23 0.0366 0.898 0.863 0.998 0.998 0.924
MPI-ESM1-2-HR_BARPA [-] 10.0 10.0 10.7 -0.705 1.36 0.0510 0.857 0.877 0.997 0.996 0.921
MPI-ESM1-2-HR_CMIP6 [-] 15.1 15.1 10.7 4.43 4.51 0.441 0.495 0.879 0.969 0.996 0.844
NorESM2-MM_BARPA [-] 10.4 10.4 10.7 -0.259 1.21 0.430 0.889 0.875 0.972 0.996 0.921
NorESM2-MM_CCAM [-] 9.12 9.12 10.7 -1.58 2.14 0.492 0.770 0.827 0.968 0.994 0.877
NorESM2-MM_CMIP6 [-] 14.4 14.4 10.7 3.64 3.75 0.336 0.563 0.875 0.978 0.992 0.856
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.54
ACCESS-CM2_BARPA [-] 7.95 7.95 7.55 0.395 1.26 0.620 0.879 0.827 0.960 0.979 0.894
ACCESS-CM2_CCAM [-] 6.98 6.98 7.54 -0.567 1.17 0.585 0.857 0.869 0.962 0.959 0.904
ACCESS-CM2_CMIP6 [-] 9.99 9.99 7.47 2.52 2.60 0.481 0.621 0.888 0.969 0.995 0.872
ACCESS-ESM1-5_BARPA [-] 8.35 8.35 7.55 0.796 1.21 0.307 0.846 0.874 0.980 0.991 0.913
ACCESS-ESM1-5_CCAM [-] 7.18 7.18 7.54 -0.367 1.07 0.343 0.870 0.877 0.978 0.973 0.915
ACCESS-ESM1-5_CMIP6 [-] 9.47 9.47 7.53 1.94 2.08 0.404 0.690 0.872 0.974 0.981 0.878
CESM2_BARPA [-] 6.51 6.51 7.55 -1.04 1.47 0.201 0.803 0.860 0.987 0.994 0.901
CESM2_CCAM [-] 6.19 6.19 7.54 -1.35 1.58 0.211 0.764 0.884 0.986 0.996 0.903
CMCC-ESM2_BARPA [-] 7.40 7.40 7.55 -0.158 1.27 0.380 0.873 0.829 0.976 0.995 0.900
CMCC-ESM2_CCAM [-] 6.70 6.70 7.54 -0.841 1.38 0.452 0.833 0.849 0.971 0.997 0.900
CMCC-ESM2_CMIP6 [-] 11.0 11.0 7.57 3.46 3.57 0.450 0.518 0.859 0.971 0.980 0.837
CNRM-ESM2-1_CCAM [-] 6.09 6.09 7.54 -1.45 1.85 0.686 0.756 0.846 0.956 0.904 0.862
CNRM-ESM2-1_CMIP6 [-] 9.74 9.74 7.69 2.06 2.26 0.615 0.684 0.878 0.961 0.991 0.879
EC-Earth3_BARPA [-] 8.52 8.52 7.55 0.963 1.32 0.284 0.824 0.872 0.982 0.989 0.907
EC-Earth3_CCAM [-] 8.90 8.90 7.54 1.35 1.68 0.245 0.771 0.844 0.984 0.973 0.883
EC-Earth3_CMIP6 [-] 10.2 10.2 7.56 2.63 2.76 0.224 0.608 0.863 0.986 0.994 0.863
ERA5_BARPA [-] 7.57 7.57 7.57 -0.00440 1.26 0.165 0.881 0.826 0.989 0.969 0.898
ERA5_CCAM [-] 6.92 6.92 7.56 -0.647 1.40 0.173 0.852 0.824 0.989 0.973 0.892
MPI-ESM1-2-HR_BARPA [-] 6.60 6.60 7.55 -0.955 1.52 0.329 0.813 0.835 0.979 0.990 0.890
MPI-ESM1-2-HR_CMIP6 [-] 10.4 10.4 7.52 2.86 2.95 0.261 0.580 0.879 0.983 0.993 0.863
NorESM2-MM_BARPA [-] 7.37 7.37 7.55 -0.182 1.25 0.561 0.883 0.825 0.964 0.986 0.897
NorESM2-MM_CCAM [-] 5.39 5.39 7.54 -2.15 2.57 0.506 0.663 0.782 0.968 0.983 0.835
NorESM2-MM_CMIP6 [-] 10.3 10.3 7.57 2.68 3.08 0.433 0.601 0.775 0.972 0.975 0.820
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.850
ACCESS-CM2_BARPA [-] 2.15 2.15 0.857 1.29 1.68 0.320 0.607 0.822 0.979 0.872 0.821
ACCESS-CM2_CCAM [-] 1.04 1.04 0.890 0.148 1.45 0.434 0.708 0.749 0.972 0.899 0.815
ACCESS-CM2_CMIP6 [-] 5.49 5.49 1.16 4.33 4.37 0.487 0.166 0.769 0.969 0.885 0.712
ACCESS-ESM1-5_BARPA [-] 2.78 2.78 0.857 1.92 2.11 0.320 0.520 0.820 0.979 0.858 0.799
ACCESS-ESM1-5_CCAM [-] 1.34 1.34 0.890 0.451 1.44 0.443 0.695 0.757 0.972 0.901 0.816
ACCESS-ESM1-5_CMIP6 [-] 10.2 10.2 3.57 6.59 6.64 0.00 0.0785 0.743 1.00 1.00 0.713
CESM2_BARPA [-] 0.807 0.807 0.857 -0.0505 1.22 0.426 0.724 0.818 0.973 0.898 0.846
CESM2_CCAM [-] -0.456 -0.456 0.890 -1.35 1.83 0.424 0.594 0.780 0.973 0.803 0.786
CMCC-ESM2_BARPA [-] 1.44 1.44 0.857 0.586 1.31 0.363 0.696 0.823 0.977 0.898 0.843
CMCC-ESM2_CCAM [-] 0.514 0.514 0.890 -0.375 1.64 0.448 0.696 0.705 0.971 0.884 0.792
CMCC-ESM2_CMIP6 [-] 6.15 6.15 1.66 4.50 4.69 0.00 0.242 0.644 1.00 0.640 0.634
CNRM-ESM2-1_CCAM [-] -0.0927 -0.0926 0.890 -0.982 1.77 0.523 0.643 0.720 0.966 0.838 0.777
CNRM-ESM2-1_CMIP6 [-] 6.18 6.18 2.37 3.80 3.96 0.486 0.227 0.652 0.969 0.533 0.607
EC-Earth3_BARPA [-] 3.41 3.41 0.857 2.56 2.69 0.421 0.432 0.805 0.973 0.830 0.769
EC-Earth3_CCAM [-] 3.04 3.04 0.890 2.15 2.37 0.376 0.497 0.747 0.976 0.863 0.766
EC-Earth3_CMIP6 [-] 3.93 3.93 0.985 2.94 3.07 0.488 0.349 0.754 0.969 0.847 0.734
ERA5_BARPA [-] 1.71 1.71 0.867 0.840 1.39 0.385 0.656 0.857 0.975 0.879 0.845
ERA5_CCAM [-] 0.775 0.775 0.900 -0.124 1.44 0.428 0.711 0.756 0.973 0.897 0.819
MPI-ESM1-2-HR_BARPA [-] 1.22 1.22 0.857 0.368 1.29 0.369 0.707 0.814 0.976 0.897 0.842
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 0.728 2.28 2.34 0.325 0.435 0.830 0.979 0.779 0.771
NorESM2-MM_BARPA [-] 1.38 1.38 0.857 0.527 1.24 0.142 0.693 0.865 0.991 0.894 0.861
NorESM2-MM_CCAM [-] -0.237 -0.237 0.890 -1.13 1.78 0.237 0.626 0.749 0.985 0.818 0.785
NorESM2-MM_CMIP6 [-] 4.95 4.95 1.66 3.29 3.41 0.00 0.305 0.721 1.00 0.825 0.714
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.16
ACCESS-CM2_BARPA [-] 2.61 2.61 1.23 1.38 1.61 0.320 0.557 0.768 0.979 0.923 0.799
ACCESS-CM2_CCAM [-] 1.17 1.17 1.16 0.00649 1.03 0.323 0.725 0.770 0.979 0.948 0.839
ACCESS-CM2_CMIP6 [-] 7.95 7.95 2.06 5.89 5.94 0.983 0.0557 0.693 0.937 1.00 0.676
ACCESS-ESM1-5_BARPA [-] 3.16 3.16 1.23 1.93 2.08 0.320 0.452 0.745 0.979 0.910 0.766
ACCESS-ESM1-5_CCAM [-] 1.65 1.65 1.16 0.492 1.08 0.381 0.724 0.760 0.976 0.945 0.833
ACCESS-ESM1-5_CMIP6 [-] 7.40 7.40 1.11 6.29 6.33 0.487 0.0747 0.718 0.969 0.0649 0.509
CESM2_BARPA [-] 1.11 1.11 1.23 -0.118 1.14 0.386 0.712 0.756 0.975 0.943 0.828
CESM2_CCAM [-] -0.278 -0.278 1.16 -1.44 1.65 0.356 0.520 0.815 0.977 0.838 0.793
CMCC-ESM2_BARPA [-] 1.80 1.80 1.23 0.569 1.07 0.428 0.717 0.811 0.973 0.943 0.851
CMCC-ESM2_CCAM [-] 0.555 0.555 1.16 -0.607 1.30 0.604 0.650 0.753 0.961 0.922 0.808
CMCC-ESM2_CMIP6 [-] 5.56 5.56 1.25 4.31 4.39 0.328 0.193 0.692 0.979 0.707 0.653
CNRM-ESM2-1_CCAM [-] 0.239 0.239 1.16 -0.922 1.35 0.418 0.615 0.768 0.973 0.903 0.806
CNRM-ESM2-1_CMIP6 [-] 5.76 5.76 2.08 3.68 3.76 0.323 0.186 0.710 0.979 0.966 0.710
EC-Earth3_BARPA [-] 3.89 3.89 1.23 2.66 2.76 0.314 0.333 0.738 0.980 0.887 0.735
EC-Earth3_CCAM [-] 3.23 3.23 1.16 2.07 2.18 0.389 0.422 0.759 0.970 0.907 0.764
EC-Earth3_CMIP6 [-] 3.98 3.98 1.40 2.58 2.77 0.367 0.318 0.654 0.976 0.906 0.702
ERA5_BARPA [-] 2.03 2.03 1.24 0.798 1.15 0.410 0.679 0.821 0.974 0.940 0.847
ERA5_CCAM [-] 0.948 0.948 1.17 -0.222 1.03 0.319 0.703 0.806 0.980 0.941 0.847
MPI-ESM1-2-HR_BARPA [-] 1.65 1.65 1.23 0.417 1.10 0.464 0.721 0.774 0.970 0.947 0.837
MPI-ESM1-2-HR_CMIP6 [-] 3.19 3.19 1.62 1.58 1.96 0.588 0.453 0.789 0.962 0.875 0.774
NorESM2-MM_BARPA [-] 1.66 1.66 1.23 0.433 1.05 0.274 0.720 0.816 0.982 0.941 0.855
NorESM2-MM_CCAM [-] -0.0693 -0.0693 1.16 -1.23 1.53 0.318 0.559 0.802 0.980 0.858 0.800
NorESM2-MM_CMIP6 [-] 3.86 3.86 1.25 2.61 2.67 0.328 0.351 0.774 0.979 0.823 0.740
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.39
ACCESS-CM2_BARPA [-] 4.61 4.61 2.50 2.11 2.37 0.121 0.541 0.822 0.992 0.952 0.826
ACCESS-CM2_CCAM [-] 2.83 2.83 2.41 0.412 1.30 0.115 0.789 0.774 0.993 0.962 0.858
ACCESS-CM2_CMIP6 [-] 7.41 7.41 4.12 3.29 3.39 0.00 0.413 0.789 1.00 0.864 0.771
ACCESS-ESM1-5_BARPA [-] 5.17 5.17 2.50 2.66 2.86 0.121 0.476 0.813 0.992 0.945 0.808
ACCESS-ESM1-5_CCAM [-] 3.38 3.38 2.41 0.961 1.42 0.115 0.734 0.796 0.993 0.953 0.854
ACCESS-ESM1-5_CMIP6 [-] 9.29 9.29 3.47 5.82 5.86 0.00 0.187 0.828 1.00 0.736 0.716
CESM2_BARPA [-] 3.37 3.37 2.50 0.863 1.54 0.179 0.688 0.836 0.988 0.964 0.863
CESM2_CCAM [-] 1.68 1.68 2.41 -0.735 1.32 0.136 0.747 0.818 0.991 0.955 0.866
CMCC-ESM2_BARPA [-] 4.23 4.23 2.50 1.73 2.09 0.442 0.581 0.834 0.972 0.957 0.836
CMCC-ESM2_CCAM [-] 2.76 2.76 2.41 0.341 1.30 0.121 0.785 0.774 0.992 0.973 0.860
CMCC-ESM2_CMIP6 [-] 7.34 7.34 2.91 4.44 4.56 0.00 0.275 0.738 1.00 0.926 0.736
CNRM-ESM2-1_CCAM [-] 2.04 2.04 2.41 -0.376 1.34 0.138 0.791 0.773 0.991 0.961 0.858
CNRM-ESM2-1_CMIP6 [-] 6.06 6.06 2.41 3.65 3.75 0.00 0.337 0.756 1.00 0.707 0.711
EC-Earth3_BARPA [-] 5.82 5.82 2.50 3.32 3.43 0.121 0.404 0.821 0.992 0.939 0.795
EC-Earth3_CCAM [-] 4.83 4.83 2.41 2.42 2.60 0.115 0.500 0.767 0.993 0.951 0.796
EC-Earth3_CMIP6 [-] 5.24 5.24 2.42 2.82 3.26 0.163 0.489 0.710 0.990 0.876 0.755
ERA5_BARPA [-] 4.29 4.29 2.52 1.77 2.07 0.128 0.582 0.856 0.992 0.955 0.848
ERA5_CCAM [-] 2.96 2.96 2.43 0.531 1.37 0.161 0.788 0.761 0.990 0.964 0.853
MPI-ESM1-2-HR_BARPA [-] 3.75 3.75 2.50 1.25 1.78 0.121 0.650 0.810 0.992 0.962 0.845
MPI-ESM1-2-HR_CMIP6 [-] 4.17 4.17 1.94 2.22 2.31 0.164 0.546 0.839 0.990 0.797 0.802
NorESM2-MM_BARPA [-] 3.97 3.97 2.50 1.47 1.88 0.121 0.613 0.855 0.992 0.958 0.855
NorESM2-MM_CCAM [-] 1.54 1.54 2.41 -0.877 1.56 0.115 0.729 0.777 0.993 0.941 0.843
NorESM2-MM_CMIP6 [-] 6.10 6.10 2.91 3.19 3.30 0.00 0.421 0.793 1.00 0.928 0.787
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.22
ACCESS-CM2_BARPA [-] 4.69 4.69 3.25 1.44 1.85 0.0348 0.556 0.789 0.998 0.975 0.821
ACCESS-CM2_CCAM [-] 3.27 3.27 3.26 0.0126 0.928 0.00546 0.800 0.804 1.00 0.977 0.877
ACCESS-CM2_CMIP6 [-] 9.36 9.36 4.15 5.21 5.30 0.00 0.145 0.699 1.00 0.330 0.574
ACCESS-ESM1-5_BARPA [-] 5.05 5.05 3.25 1.80 2.09 0.118 0.511 0.809 0.992 0.975 0.819
ACCESS-ESM1-5_CCAM [-] 4.01 4.01 3.26 0.746 1.22 0.00366 0.697 0.814 1.00 0.970 0.859
ACCESS-ESM1-5_CMIP6 [-] 6.12 6.12 2.57 3.55 3.63 0.00 0.294 0.777 1.00 0.355 0.641
CESM2_BARPA [-] 3.45 3.45 3.25 0.202 1.25 0.445 0.708 0.797 0.971 0.968 0.848
CESM2_CCAM [-] 1.87 1.87 3.26 -1.39 1.55 0.00365 0.610 0.821 1.00 0.962 0.842
CMCC-ESM2_BARPA [-] 3.89 3.89 3.25 0.642 1.38 0.292 0.671 0.787 0.981 0.973 0.840
CMCC-ESM2_CCAM [-] 2.88 2.88 3.26 -0.378 1.10 0.420 0.739 0.818 0.973 0.974 0.864
CMCC-ESM2_CMIP6 [-] 6.48 6.48 3.28 3.20 3.28 0.396 0.332 0.779 0.975 0.544 0.681
CNRM-ESM2-1_CCAM [-] 2.96 2.96 3.26 -0.306 1.08 0.0492 0.747 0.812 0.997 0.976 0.869
CNRM-ESM2-1_CMIP6 [-] 9.70 9.70 5.23 4.47 4.51 0.00 0.139 0.769 1.00 1.00 0.736
EC-Earth3_BARPA [-] 5.49 5.49 3.25 2.25 2.40 0.0305 0.459 0.826 0.998 0.972 0.816
EC-Earth3_CCAM [-] 5.64 5.64 3.26 2.38 2.47 0.00 0.441 0.815 1.00 0.981 0.810
EC-Earth3_CMIP6 [-] 6.67 6.67 3.34 3.33 3.46 0.00 0.292 0.714 1.00 0.953 0.735
ERA5_BARPA [-] 4.44 4.44 3.26 1.18 1.61 0.0130 0.591 0.844 0.999 0.974 0.850
ERA5_CCAM [-] 3.69 3.69 3.27 0.422 1.10 0.188 0.742 0.820 0.988 0.980 0.870
MPI-ESM1-2-HR_BARPA [-] 3.82 3.82 3.25 0.577 1.37 0.0263 0.679 0.773 0.998 0.974 0.840
MPI-ESM1-2-HR_CMIP6 [-] 4.96 4.96 3.34 1.62 1.81 0.00 0.569 0.817 1.00 0.977 0.836
NorESM2-MM_BARPA [-] 3.83 3.83 3.25 0.583 1.36 0.326 0.672 0.803 0.979 0.972 0.846
NorESM2-MM_CCAM [-] 2.19 2.19 3.26 -1.07 1.39 0.00 0.655 0.834 1.00 0.961 0.857
NorESM2-MM_CMIP6 [-] 6.45 6.45 3.28 3.17 3.35 0.00 0.296 0.670 1.00 0.865 0.700
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.23
ACCESS-CM2_BARPA [-] 5.81 5.81 5.21 0.601 1.45 0.325 0.776 0.778 0.979 0.977 0.858
ACCESS-CM2_CCAM [-] 5.69 5.69 5.25 0.444 1.10 0.311 0.810 0.834 0.980 0.991 0.890
ACCESS-CM2_CMIP6 [-] 10.4 10.4 6.11 4.33 4.46 0.00 0.301 0.761 1.00 0.330 0.631
ACCESS-ESM1-5_BARPA [-] 6.08 6.08 5.21 0.872 1.51 0.333 0.743 0.799 0.979 0.972 0.858
ACCESS-ESM1-5_CCAM [-] 6.30 6.30 5.25 1.05 1.43 0.311 0.734 0.837 0.980 0.990 0.876
ACCESS-ESM1-5_CMIP6 [-] 6.89 6.89 4.45 2.44 2.51 0.333 0.516 0.847 0.979 0.556 0.749
CESM2_BARPA [-] 4.39 4.39 5.21 -0.818 1.76 0.640 0.730 0.727 0.959 0.968 0.822
CESM2_CCAM [-] 4.38 4.38 5.25 -0.871 1.30 0.304 0.734 0.873 0.981 0.987 0.889
CMCC-ESM2_BARPA [-] 4.91 4.91 5.21 -0.301 1.71 0.450 0.771 0.708 0.971 0.951 0.822
CMCC-ESM2_CCAM [-] 5.52 5.52 5.25 0.275 1.15 0.320 0.779 0.866 0.979 0.989 0.896
CMCC-ESM2_CMIP6 [-] 9.67 9.67 5.00 4.67 4.72 0.281 0.275 0.834 0.982 0.956 0.776
CNRM-ESM2-1_CCAM [-] 5.61 5.61 5.25 0.363 1.25 0.311 0.767 0.847 0.980 0.988 0.886
CNRM-ESM2-1_CMIP6 [-] 8.27 8.27 5.22 3.06 3.11 0.197 0.437 0.858 0.987 0.875 0.803
EC-Earth3_BARPA [-] 6.17 6.17 5.21 0.963 1.64 0.296 0.729 0.779 0.981 0.946 0.843
EC-Earth3_CCAM [-] 8.06 8.06 5.25 2.81 2.90 0.311 0.471 0.848 0.980 0.989 0.827
EC-Earth3_CMIP6 [-] 9.50 9.50 5.36 4.14 4.21 0.345 0.319 0.819 0.978 0.819 0.751
ERA5_BARPA [-] 5.53 5.53 5.22 0.303 1.50 0.331 0.794 0.748 0.979 0.971 0.848
ERA5_CCAM [-] 6.10 6.10 5.26 0.837 1.40 0.259 0.746 0.844 0.983 0.985 0.881
MPI-ESM1-2-HR_BARPA [-] 4.87 4.87 5.21 -0.341 1.56 0.342 0.781 0.744 0.978 0.962 0.842
MPI-ESM1-2-HR_CMIP6 [-] 8.18 8.18 5.25 2.93 2.98 0.546 0.427 0.854 0.965 0.992 0.818
NorESM2-MM_BARPA [-] 5.10 5.10 5.21 -0.109 1.54 0.257 0.789 0.740 0.983 0.965 0.843
NorESM2-MM_CCAM [-] 4.46 4.46 5.25 -0.789 1.47 0.311 0.725 0.825 0.980 0.983 0.868
NorESM2-MM_CMIP6 [-] 8.83 8.83 5.00 3.83 3.99 0.281 0.337 0.738 0.982 0.947 0.748
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 5.62
ACCESS-CM2_BARPA [-] 6.54 6.54 5.58 0.961 1.30 0.00426 0.774 0.819 1.00 0.995 0.881
ACCESS-CM2_CCAM [-] 5.42 5.42 5.60 -0.180 0.815 0.00417 0.867 0.859 1.00 0.993 0.916
ACCESS-CM2_CMIP6 [-] 8.59 8.59 5.68 2.91 3.15 0.00 0.506 0.782 1.00 0.566 0.727
ACCESS-ESM1-5_BARPA [-] 6.92 6.92 5.58 1.33 1.54 0.00844 0.705 0.838 0.999 0.996 0.875
ACCESS-ESM1-5_CCAM [-] 5.70 5.70 5.60 0.0910 0.871 0.0218 0.866 0.846 0.999 0.995 0.910
ACCESS-ESM1-5_CMIP6 [-] 9.46 9.46 5.74 3.73 3.89 0.0761 0.417 0.828 0.995 0.626 0.739
CESM2_BARPA [-] 5.38 5.38 5.58 -0.203 1.18 0.323 0.862 0.776 0.979 0.995 0.878
CESM2_CCAM [-] 4.54 4.54 5.60 -1.07 1.29 0.336 0.734 0.875 0.978 0.978 0.888
CMCC-ESM2_BARPA [-] 5.83 5.83 5.58 0.245 1.19 0.00698 0.875 0.771 1.00 0.996 0.883
CMCC-ESM2_CCAM [-] 5.30 5.30 5.60 -0.309 0.964 0.00417 0.822 0.870 1.00 0.965 0.905
CMCC-ESM2_CMIP6 [-] 9.70 9.70 5.57 4.13 4.17 0.00 0.350 0.858 1.00 0.687 0.751
CNRM-ESM2-1_CCAM [-] 4.44 4.44 5.60 -1.16 1.43 0.263 0.714 0.865 0.983 0.992 0.884
CNRM-ESM2-1_CMIP6 [-] 7.52 7.52 5.70 1.82 2.16 0.00 0.648 0.788 1.00 0.743 0.793
EC-Earth3_BARPA [-] 7.60 7.60 5.58 2.01 2.26 0.267 0.591 0.776 0.983 0.995 0.824
EC-Earth3_CCAM [-] 7.79 7.79 5.60 2.18 2.26 0.0304 0.566 0.861 0.998 0.980 0.853
EC-Earth3_CMIP6 [-] 8.78 8.78 5.61 3.17 3.26 0.0151 0.438 0.821 0.999 0.973 0.810
ERA5_BARPA [-] 6.16 6.16 5.60 0.561 1.39 0.00709 0.838 0.749 1.00 0.991 0.865
ERA5_CCAM [-] 5.52 5.52 5.62 -0.0979 0.962 0.256 0.841 0.858 0.984 0.987 0.905
MPI-ESM1-2-HR_BARPA [-] 5.04 5.04 5.58 -0.547 1.53 0.276 0.825 0.720 0.982 0.995 0.848
MPI-ESM1-2-HR_CMIP6 [-] 7.97 7.97 5.59 2.38 2.48 0.533 0.535 0.836 0.966 0.933 0.821
NorESM2-MM_BARPA [-] 6.05 6.05 5.58 0.462 1.30 0.00426 0.853 0.759 1.00 0.996 0.873
NorESM2-MM_CCAM [-] 3.88 3.88 5.60 -1.72 1.98 0.315 0.628 0.820 0.980 0.987 0.847
NorESM2-MM_CMIP6 [-] 9.57 9.57 5.57 4.00 4.28 0.230 0.352 0.694 0.985 0.786 0.702
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 17.0
ACCESS-CM2_BARPA [-] 17.1 17.1 16.9 0.166 1.69 0.134 0.849 0.701 0.988 0.992 0.846
ACCESS-CM2_CCAM [-] 16.6 16.6 17.0 -0.386 1.41 0.146 0.821 0.772 0.987 0.998 0.870
ACCESS-CM2_CMIP6 [-] 22.0 22.0 16.9 5.05 5.30 0.197 0.295 0.670 0.987 0.887 0.702
ACCESS-ESM1-5_BARPA [-] 18.0 18.0 16.9 1.12 2.04 0.155 0.754 0.682 0.987 0.989 0.819
ACCESS-ESM1-5_CCAM [-] 18.1 18.1 17.0 1.15 1.85 0.358 0.761 0.722 0.973 0.996 0.835
ACCESS-ESM1-5_CMIP6 [-] 23.7 23.7 18.8 4.90 5.18 0.245 0.235 0.613 0.984 0.959 0.681
CESM2_BARPA [-] 16.6 16.6 16.9 -0.355 1.42 0.142 0.813 0.774 0.988 0.993 0.868
CESM2_CCAM [-] 17.2 17.2 17.0 0.243 1.68 0.795 0.850 0.701 0.933 0.999 0.837
CMCC-ESM2_BARPA [-] 16.6 16.6 16.9 -0.350 1.36 0.678 0.807 0.800 0.953 0.989 0.870
CMCC-ESM2_CCAM [-] 17.1 17.1 17.0 0.118 1.43 0.148 0.852 0.752 0.987 0.995 0.868
CMCC-ESM2_CMIP6 [-] 22.1 22.1 17.6 4.56 4.76 1.35 0.305 0.714 0.834 0.863 0.686
CNRM-ESM2-1_CCAM [-] 14.3 14.3 17.0 -2.71 2.97 0.771 0.512 0.803 0.950 0.984 0.810
CNRM-ESM2-1_CMIP6 [-] 19.6 19.6 18.3 1.33 1.77 0.828 0.697 0.785 0.946 0.770 0.797
EC-Earth3_BARPA [-] 15.8 15.8 16.9 -1.16 2.10 0.123 0.715 0.693 0.991 0.998 0.818
EC-Earth3_CCAM [-] 16.6 16.6 17.0 -0.370 1.40 0.221 0.806 0.792 0.982 0.971 0.868
EC-Earth3_CMIP6 [-] 17.8 17.8 17.0 0.807 1.42 0.954 0.785 0.780 0.912 0.969 0.845
ERA5_BARPA [-] 16.8 16.8 16.9 -0.159 1.12 0.226 0.838 0.834 0.982 0.997 0.897
ERA5_CCAM [-] 16.8 16.8 17.0 -0.255 1.47 0.451 0.832 0.753 0.964 0.993 0.859
MPI-ESM1-2-HR_BARPA [-] 15.9 15.9 16.9 -1.04 2.08 0.138 0.728 0.690 0.988 0.986 0.817
MPI-ESM1-2-HR_CMIP6 [-] 20.6 20.6 17.6 2.98 3.20 0.998 0.480 0.749 0.912 0.939 0.766
NorESM2-MM_BARPA [-] 16.9 16.9 16.9 -0.0553 1.27 0.161 0.845 0.789 0.987 0.992 0.880
NorESM2-MM_CCAM [-] 15.9 15.9 17.0 -1.13 2.01 0.293 0.729 0.704 0.978 0.997 0.823
NorESM2-MM_CMIP6 [-] 21.8 21.8 17.6 4.19 4.43 0.659 0.336 0.694 0.958 0.889 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

All Models

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

Data Information

  Title:
Interpolated Mean Minimum Temperature

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

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

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

  Conventions:
CF-1.6

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

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

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

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

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

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

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

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

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

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

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

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

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

  Keywords_vocabulary:
GCMD Science Keywords, Version 8.1

  Standard_name_vocabulary:
CF Standard Names, v28

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

  Data_format:
netCDF4 with zlib compression

  Cdm_data_type:
Grid

  Analysis_components:
mean: the gridded temperature value

  Url:
http://www.bom.gov.au/climate/

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

  Id:
Australian Gridded Climate Data (AGCD)

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

  Naming_authority:
au.gov.bom

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

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
TNn