Mean State

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Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.8
ACCESS-CM2_BARPA [-] 21.5 21.5 20.8 0.670 1.36 0.578 0.839 0.819 0.944 0.979 0.880
ACCESS-CM2_CCAM [-] 20.6 20.6 20.8 -0.175 1.16 0.333 0.866 0.831 0.974 0.972 0.895
ACCESS-CM2_CMIP6 [-] 23.0 23.0 20.9 2.15 2.39 0.338 0.630 0.811 0.974 0.999 0.845
ACCESS-ESM1-5_BARPA [-] 21.9 21.9 20.8 1.13 1.54 0.557 0.791 0.833 0.947 0.980 0.877
ACCESS-ESM1-5_CCAM [-] 21.2 21.2 20.8 0.372 1.24 0.328 0.841 0.834 0.976 0.996 0.896
ACCESS-ESM1-5_CMIP6 [-] 23.2 23.2 20.9 2.30 2.54 0.251 0.606 0.809 0.983 0.996 0.840
CESM2_BARPA [-] 21.0 21.0 20.8 0.216 1.12 0.440 0.872 0.836 0.962 0.999 0.901
CESM2_CCAM [-] 20.2 20.2 20.8 -0.659 1.30 0.245 0.837 0.838 0.982 0.997 0.898
CMCC-ESM2_BARPA [-] 21.4 21.4 20.8 0.549 1.16 0.371 0.849 0.851 0.969 0.998 0.904
CMCC-ESM2_CCAM [-] 20.4 20.4 20.8 -0.403 1.27 0.275 0.841 0.833 0.980 0.982 0.894
CMCC-ESM2_CMIP6 [-] 23.4 23.4 20.9 2.52 2.70 0.475 0.585 0.828 0.955 0.998 0.839
CNRM-ESM2-1_CCAM [-] 18.5 18.5 20.8 -2.29 2.63 0.492 0.604 0.850 0.962 0.858 0.825
CNRM-ESM2-1_CMIP6 [-] 22.4 22.4 20.9 1.54 1.89 0.332 0.722 0.843 0.977 0.995 0.876
EC-Earth3_BARPA [-] 21.5 21.5 20.8 0.659 1.44 0.406 0.801 0.828 0.969 0.955 0.876
EC-Earth3_CCAM [-] 20.8 20.8 20.8 0.0309 1.28 0.261 0.806 0.861 0.982 0.885 0.879
EC-Earth3_CMIP6 [-] 21.9 21.9 20.8 1.05 1.65 0.246 0.772 0.827 0.982 0.904 0.862
ERA5_BARPA [-] 21.1 21.1 20.8 0.221 0.998 0.314 0.865 0.873 0.974 0.983 0.914
ERA5_CCAM [-] 20.4 20.4 20.8 -0.472 1.20 0.208 0.826 0.865 0.985 0.967 0.902
MPI-ESM1-2-HR_BARPA [-] 21.2 21.2 20.8 0.410 1.26 0.428 0.824 0.845 0.961 0.982 0.891
MPI-ESM1-2-HR_CMIP6 [-] 24.4 24.4 20.9 3.52 3.78 0.300 0.482 0.756 0.978 0.999 0.794
NorESM2-MM_BARPA [-] 20.9 20.9 20.8 0.104 1.03 0.413 0.882 0.853 0.966 0.999 0.911
NorESM2-MM_CCAM [-] 19.1 19.1 20.8 -1.67 2.01 0.283 0.696 0.831 0.980 0.984 0.865
NorESM2-MM_CMIP6 [-] 22.9 22.9 20.9 2.09 2.26 0.212 0.638 0.852 0.986 0.980 0.862
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 [-] 17.9
ACCESS-CM2_BARPA [-] 18.8 18.8 17.9 0.934 1.09 0.118 0.823 0.908 0.992 0.974 0.922
ACCESS-CM2_CCAM [-] 18.2 18.2 17.9 0.344 0.796 0.0198 0.907 0.887 0.999 0.959 0.932
ACCESS-CM2_CMIP6 [-] 19.5 19.5 17.9 1.70 1.89 0.00 0.704 0.860 1.00 0.886 0.862
ACCESS-ESM1-5_BARPA [-] 19.2 19.2 17.9 1.38 1.49 0.0259 0.750 0.897 0.998 0.972 0.903
ACCESS-ESM1-5_CCAM [-] 18.8 18.8 17.9 0.980 1.16 0.00214 0.812 0.891 1.00 0.950 0.911
ACCESS-ESM1-5_CMIP6 [-] 20.3 20.3 18.1 2.25 2.32 0.0771 0.624 0.895 0.995 0.825 0.841
CESM2_BARPA [-] 18.3 18.3 17.9 0.432 0.888 0.225 0.894 0.876 0.986 0.971 0.925
CESM2_CCAM [-] 17.9 17.9 17.9 0.0867 0.804 0.0703 0.911 0.877 0.995 0.966 0.931
CMCC-ESM2_BARPA [-] 18.5 18.5 17.9 0.641 0.867 0.000869 0.869 0.905 1.00 0.974 0.933
CMCC-ESM2_CCAM [-] 17.7 17.7 17.9 -0.165 0.799 0.331 0.895 0.889 0.979 0.933 0.920
CMCC-ESM2_CMIP6 [-] 20.3 20.3 17.9 2.45 2.53 0.214 0.596 0.886 0.986 1.00 0.869
CNRM-ESM2-1_CCAM [-] 16.1 16.1 17.9 -1.79 1.94 0.644 0.687 0.879 0.959 0.904 0.860
CNRM-ESM2-1_CMIP6 [-] 19.0 19.0 18.1 0.896 1.29 0.192 0.837 0.834 0.988 0.999 0.905
EC-Earth3_BARPA [-] 18.5 18.5 17.9 0.601 0.962 0.337 0.870 0.880 0.977 0.957 0.917
EC-Earth3_CCAM [-] 18.3 18.3 17.9 0.438 0.983 0.0963 0.892 0.853 0.994 0.958 0.916
EC-Earth3_CMIP6 [-] 19.9 19.9 17.9 2.00 2.30 0.285 0.662 0.788 0.981 0.937 0.836
ERA5_BARPA [-] 18.2 18.2 17.9 0.368 0.737 0.00490 0.901 0.904 1.00 0.974 0.940
ERA5_CCAM [-] 17.6 17.6 17.9 -0.249 0.781 0.000343 0.891 0.900 1.00 0.938 0.929
MPI-ESM1-2-HR_BARPA [-] 18.5 18.5 17.9 0.687 0.945 0.00433 0.857 0.901 1.00 0.966 0.928
MPI-ESM1-2-HR_CMIP6 [-] 21.9 21.9 17.8 4.07 4.35 0.00 0.421 0.722 1.00 0.999 0.778
NorESM2-MM_BARPA [-] 18.1 18.1 17.9 0.256 0.789 0.0279 0.916 0.879 0.998 0.976 0.935
NorESM2-MM_CCAM [-] 16.8 16.8 17.9 -1.04 1.25 0.00825 0.802 0.894 0.999 0.919 0.903
NorESM2-MM_CMIP6 [-] 19.8 19.8 17.9 1.90 2.07 0.0411 0.668 0.861 0.997 1.00 0.879
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.3
ACCESS-CM2_BARPA [-] 19.3 19.3 18.3 0.948 1.45 0.671 0.787 0.829 0.957 0.849 0.867
ACCESS-CM2_CCAM [-] 18.9 18.9 18.3 0.543 1.06 0.289 0.852 0.840 0.981 0.914 0.897
ACCESS-CM2_CMIP6 [-] 20.8 20.8 18.7 2.01 2.14 0.288 0.585 0.833 0.981 0.975 0.813
ACCESS-ESM1-5_BARPA [-] 19.8 19.8 18.3 1.46 1.76 0.641 0.710 0.823 0.958 0.861 0.849
ACCESS-ESM1-5_CCAM [-] 19.7 19.7 18.3 1.42 1.64 0.335 0.700 0.830 0.978 0.955 0.866
ACCESS-ESM1-5_CMIP6 [-] 21.1 21.1 18.5 2.60 2.75 0.308 0.523 0.825 0.980 0.776 0.779
CESM2_BARPA [-] 19.0 19.0 18.3 0.680 1.23 0.743 0.822 0.830 0.952 0.907 0.882
CESM2_CCAM [-] 18.7 18.7 18.3 0.369 0.913 0.222 0.871 0.853 0.986 0.944 0.911
CMCC-ESM2_BARPA [-] 19.1 19.1 18.3 0.752 1.10 0.0936 0.810 0.883 0.994 0.885 0.898
CMCC-ESM2_CCAM [-] 18.7 18.7 18.3 0.338 0.766 0.368 0.882 0.882 0.976 0.956 0.922
CMCC-ESM2_CMIP6 [-] 20.6 20.6 18.2 2.42 2.49 0.227 0.539 0.876 0.985 0.988 0.849
CNRM-ESM2-1_CCAM [-] 16.7 16.7 18.3 -1.61 2.01 0.800 0.637 0.856 0.948 0.795 0.846
CNRM-ESM2-1_CMIP6 [-] 19.2 19.2 18.6 0.575 1.12 0.435 0.838 0.858 0.972 0.836 0.888
EC-Earth3_BARPA [-] 19.1 19.1 18.3 0.746 1.47 0.503 0.775 0.817 0.964 0.802 0.853
EC-Earth3_CCAM [-] 18.8 18.8 18.3 0.468 1.09 0.373 0.829 0.849 0.976 0.852 0.883
EC-Earth3_CMIP6 [-] 19.3 19.3 18.3 1.01 1.46 0.504 0.771 0.804 0.957 0.835 0.843
ERA5_BARPA [-] 18.9 18.9 18.3 0.559 1.01 0.0532 0.826 0.883 0.997 0.895 0.904
ERA5_CCAM [-] 18.5 18.5 18.3 0.166 0.806 0.0251 0.877 0.875 0.998 0.946 0.923
MPI-ESM1-2-HR_BARPA [-] 18.9 18.9 18.3 0.599 1.56 0.463 0.739 0.832 0.970 0.730 0.844
MPI-ESM1-2-HR_CMIP6 [-] 21.4 21.4 18.4 3.00 3.16 0.262 0.488 0.792 0.983 0.679 0.771
NorESM2-MM_BARPA [-] 19.0 19.0 18.3 0.708 1.02 0.376 0.831 0.869 0.976 0.958 0.906
NorESM2-MM_CCAM [-] 17.7 17.7 18.3 -0.620 1.03 0.309 0.813 0.858 0.980 0.946 0.903
NorESM2-MM_CMIP6 [-] 20.5 20.5 18.2 2.29 2.38 0.219 0.555 0.853 0.986 0.997 0.845
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.4
ACCESS-CM2_BARPA [-] 23.3 23.3 23.4 -0.0788 1.40 1.66 0.854 0.688 0.805 0.998 0.823
ACCESS-CM2_CCAM [-] 23.0 23.0 23.4 -0.453 1.14 0.917 0.836 0.766 0.919 0.994 0.870
ACCESS-CM2_CMIP6 [-] 25.6 25.6 23.5 2.09 2.30 0.899 0.537 0.776 0.925 0.986 0.806
ACCESS-ESM1-5_BARPA [-] 23.8 23.8 23.4 0.336 1.35 1.57 0.857 0.706 0.825 1.00 0.832
ACCESS-ESM1-5_CCAM [-] 24.0 24.0 23.4 0.628 1.23 0.534 0.813 0.761 0.958 0.992 0.872
ACCESS-ESM1-5_CMIP6 [-] 26.0 26.0 23.4 2.53 2.71 0.429 0.472 0.765 0.969 1.00 0.795
CESM2_BARPA [-] 23.4 23.4 23.4 -0.0312 1.18 1.22 0.863 0.739 0.885 0.997 0.860
CESM2_CCAM [-] 23.2 23.2 23.4 -0.205 1.07 0.606 0.865 0.765 0.955 1.00 0.887
CMCC-ESM2_BARPA [-] 23.4 23.4 23.4 -0.00681 1.10 1.12 0.845 0.769 0.895 0.988 0.866
CMCC-ESM2_CCAM [-] 22.8 22.8 23.4 -0.620 1.31 0.485 0.791 0.766 0.963 0.993 0.873
CMCC-ESM2_CMIP6 [-] 26.2 26.2 23.4 2.75 3.00 1.08 0.446 0.724 0.877 0.996 0.752
CNRM-ESM2-1_CCAM [-] 20.2 20.2 23.4 -3.26 3.34 0.904 0.386 0.815 0.914 0.999 0.781
CNRM-ESM2-1_CMIP6 [-] 24.0 24.0 23.4 0.628 1.40 0.400 0.755 0.780 0.971 0.876 0.831
EC-Earth3_BARPA [-] 22.7 22.7 23.4 -0.694 1.50 1.07 0.772 0.699 0.907 0.997 0.830
EC-Earth3_CCAM [-] 22.2 22.2 23.4 -1.16 1.45 0.528 0.692 0.830 0.960 0.986 0.867
EC-Earth3_CMIP6 [-] 23.2 23.2 23.5 -0.260 1.09 0.361 0.825 0.794 0.972 0.998 0.892
ERA5_BARPA [-] 22.9 22.9 23.4 -0.490 1.06 1.04 0.817 0.803 0.907 0.999 0.873
ERA5_CCAM [-] 22.6 22.6 23.4 -0.839 1.28 0.501 0.756 0.803 0.963 0.985 0.874
MPI-ESM1-2-HR_BARPA [-] 22.7 22.7 23.4 -0.725 1.50 1.29 0.759 0.712 0.867 0.986 0.817
MPI-ESM1-2-HR_CMIP6 [-] 26.4 26.4 23.4 3.02 3.20 0.600 0.424 0.743 0.956 0.935 0.763
NorESM2-MM_BARPA [-] 23.5 23.5 23.4 0.0753 0.945 1.07 0.870 0.804 0.904 1.00 0.885
NorESM2-MM_CCAM [-] 21.8 21.8 23.4 -1.58 1.88 0.609 0.627 0.770 0.955 0.972 0.829
NorESM2-MM_CMIP6 [-] 26.3 26.3 23.4 2.87 2.98 0.280 0.428 0.786 0.980 1.00 0.785
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.3
ACCESS-CM2_BARPA [-] 18.0 18.0 16.3 1.75 1.90 0.0268 0.719 0.880 0.998 0.975 0.892
ACCESS-CM2_CCAM [-] 17.3 17.3 16.3 0.993 1.40 0.0616 0.827 0.843 0.996 0.972 0.902
ACCESS-CM2_CMIP6 [-] 18.6 18.6 16.1 2.50 2.79 0.00 0.628 0.800 1.00 0.999 0.850
ACCESS-ESM1-5_BARPA [-] 18.4 18.4 16.3 2.12 2.23 0.0210 0.671 0.883 0.999 0.973 0.881
ACCESS-ESM1-5_CCAM [-] 17.8 17.8 16.3 1.57 1.88 0.0127 0.750 0.835 0.999 0.970 0.882
ACCESS-ESM1-5_CMIP6 [-] 19.2 19.2 16.3 2.95 3.18 0.00 0.575 0.802 1.00 0.834 0.803
CESM2_BARPA [-] 17.0 17.0 16.3 0.714 1.08 0.0281 0.868 0.877 0.998 0.973 0.923
CESM2_CCAM [-] 16.6 16.6 16.3 0.285 0.995 0.00458 0.906 0.861 1.00 0.979 0.928
CMCC-ESM2_BARPA [-] 17.4 17.4 16.3 1.17 1.36 0.0114 0.803 0.889 0.999 0.975 0.914
CMCC-ESM2_CCAM [-] 17.2 17.2 16.3 0.944 1.38 0.00 0.823 0.869 1.00 0.976 0.912
CMCC-ESM2_CMIP6 [-] 18.7 18.7 16.3 2.39 2.52 0.00 0.642 0.865 1.00 0.970 0.869
CNRM-ESM2-1_CCAM [-] 16.5 16.5 16.3 0.275 1.28 0.311 0.844 0.864 0.980 0.983 0.912
CNRM-ESM2-1_CMIP6 [-] 18.7 18.7 16.3 2.36 2.49 0.269 0.638 0.874 0.982 0.996 0.873
EC-Earth3_BARPA [-] 18.1 18.1 16.3 1.84 2.00 0.110 0.707 0.873 0.993 0.967 0.884
EC-Earth3_CCAM [-] 18.4 18.4 16.3 2.14 2.36 0.00953 0.678 0.836 0.999 0.994 0.872
EC-Earth3_CMIP6 [-] 19.2 19.2 16.2 3.07 3.27 0.0346 0.559 0.807 0.998 0.996 0.836
ERA5_BARPA [-] 17.4 17.4 16.3 1.13 1.29 0.0368 0.806 0.910 0.998 0.974 0.921
ERA5_CCAM [-] 17.4 17.4 16.3 1.12 1.40 0.00 0.801 0.897 1.00 0.985 0.918
MPI-ESM1-2-HR_BARPA [-] 17.8 17.8 16.3 1.55 1.69 0.0248 0.749 0.887 0.998 0.980 0.902
MPI-ESM1-2-HR_CMIP6 [-] 20.6 20.6 16.3 4.36 4.66 0.0179 0.442 0.733 0.999 0.996 0.786
NorESM2-MM_BARPA [-] 16.8 16.8 16.3 0.547 0.921 0.0485 0.889 0.895 0.997 0.968 0.932
NorESM2-MM_CCAM [-] 16.0 16.0 16.3 -0.243 1.29 0.0487 0.842 0.863 0.997 0.953 0.908
NorESM2-MM_CMIP6 [-] 17.9 17.9 16.3 1.61 1.92 0.359 0.735 0.828 0.977 0.992 0.877
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 [-] 21.5
ACCESS-CM2_BARPA [-] 22.2 22.2 21.5 0.693 1.30 0.336 0.862 0.849 0.975 0.995 0.914
ACCESS-CM2_CCAM [-] 21.1 21.1 21.5 -0.407 1.14 0.174 0.885 0.857 0.988 0.992 0.921
ACCESS-CM2_CMIP6 [-] 23.7 23.7 21.5 2.20 2.45 0.175 0.666 0.829 0.988 1.00 0.864
ACCESS-ESM1-5_BARPA [-] 22.7 22.7 21.5 1.18 1.48 0.330 0.805 0.870 0.974 0.995 0.908
ACCESS-ESM1-5_CCAM [-] 21.5 21.5 21.5 -0.00672 1.09 0.278 0.884 0.867 0.981 0.977 0.923
ACCESS-ESM1-5_CMIP6 [-] 23.6 23.6 21.5 2.10 2.37 0.191 0.676 0.827 0.987 0.998 0.862
CESM2_BARPA [-] 21.7 21.7 21.5 0.241 1.10 0.226 0.887 0.865 0.982 0.980 0.924
CESM2_CCAM [-] 20.4 20.4 21.5 -1.05 1.47 0.147 0.823 0.856 0.990 0.998 0.908
CMCC-ESM2_BARPA [-] 22.2 22.2 21.5 0.664 1.18 0.211 0.861 0.874 0.986 0.988 0.921
CMCC-ESM2_CCAM [-] 20.8 20.8 21.5 -0.650 1.30 0.188 0.862 0.847 0.987 0.999 0.915
CMCC-ESM2_CMIP6 [-] 24.0 24.0 21.5 2.51 2.68 0.365 0.629 0.850 0.969 0.997 0.862
CNRM-ESM2-1_CCAM [-] 18.9 18.9 21.5 -2.64 2.80 0.323 0.621 0.866 0.978 0.914 0.850
CNRM-ESM2-1_CMIP6 [-] 23.4 23.4 21.6 1.80 2.02 0.286 0.722 0.872 0.981 0.999 0.883
EC-Earth3_BARPA [-] 22.3 22.3 21.5 0.814 1.30 0.215 0.843 0.866 0.985 0.985 0.915
EC-Earth3_CCAM [-] 21.4 21.4 21.5 -0.123 1.02 0.183 0.873 0.889 0.987 0.920 0.915
EC-Earth3_CMIP6 [-] 22.5 22.5 21.5 1.03 1.48 0.200 0.816 0.860 0.986 0.912 0.891
ERA5_BARPA [-] 21.8 21.8 21.5 0.254 0.970 0.165 0.892 0.889 0.989 0.998 0.937
ERA5_CCAM [-] 20.8 20.8 21.5 -0.734 1.21 0.149 0.847 0.881 0.990 0.998 0.922
MPI-ESM1-2-HR_BARPA [-] 22.1 22.1 21.5 0.592 1.14 0.204 0.859 0.886 0.985 0.997 0.927
MPI-ESM1-2-HR_CMIP6 [-] 25.2 25.2 21.5 3.75 4.01 0.215 0.501 0.773 0.985 0.988 0.811
NorESM2-MM_BARPA [-] 21.5 21.5 21.5 0.0232 1.08 0.260 0.894 0.861 0.978 0.986 0.925
NorESM2-MM_CCAM [-] 19.4 19.4 21.5 -2.07 2.31 0.175 0.686 0.843 0.988 0.998 0.876
NorESM2-MM_CMIP6 [-] 23.5 23.5 21.5 1.99 2.17 0.125 0.691 0.879 0.992 0.922 0.877
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 [-] 12.7
ACCESS-CM2_BARPA [-] 14.9 14.9 12.8 2.09 2.29 0.258 0.600 0.805 0.980 0.990 0.842
ACCESS-CM2_CCAM [-] 14.3 14.3 12.8 1.54 1.98 0.261 0.687 0.755 0.983 0.985 0.853
ACCESS-CM2_CMIP6 [-] 15.6 15.6 13.6 2.04 2.20 0.545 0.575 0.811 0.965 0.997 0.757
ACCESS-ESM1-5_BARPA [-] 15.3 15.3 12.8 2.55 2.69 0.420 0.530 0.817 0.973 0.989 0.826
ACCESS-ESM1-5_CCAM [-] 14.5 14.5 12.8 1.77 2.11 0.301 0.655 0.771 0.981 0.981 0.846
ACCESS-ESM1-5_CMIP6 [-] 16.9 16.9 13.4 3.53 3.64 0.361 0.391 0.803 0.977 0.905 0.723
CESM2_BARPA [-] 13.6 13.6 12.8 0.871 1.45 0.128 0.768 0.809 0.992 0.991 0.884
CESM2_CCAM [-] 13.2 13.2 12.8 0.466 1.49 0.107 0.775 0.791 0.993 0.977 0.881
CMCC-ESM2_BARPA [-] 14.3 14.3 12.8 1.57 1.76 0.108 0.683 0.837 0.993 0.994 0.877
CMCC-ESM2_CCAM [-] 14.2 14.2 12.8 1.43 1.70 0.117 0.704 0.808 0.992 0.991 0.868
CMCC-ESM2_CMIP6 [-] 16.2 16.2 13.2 3.01 3.10 0.366 0.450 0.838 0.976 0.992 0.794
CNRM-ESM2-1_CCAM [-] 13.8 13.8 12.8 1.00 1.45 0.824 0.768 0.806 0.944 0.974 0.872
CNRM-ESM2-1_CMIP6 [-] 15.5 15.5 12.7 2.72 2.77 0.648 0.467 0.872 0.958 0.975 0.755
EC-Earth3_BARPA [-] 15.4 15.4 12.8 2.65 2.75 0.318 0.506 0.840 0.979 0.995 0.830
EC-Earth3_CCAM [-] 15.3 15.3 12.8 2.55 2.75 0.168 0.521 0.777 0.989 0.983 0.811
EC-Earth3_CMIP6 [-] 15.9 15.9 12.9 2.97 3.19 0.202 0.463 0.742 0.987 0.960 0.794
ERA5_BARPA [-] 14.4 14.4 12.8 1.65 1.79 0.103 0.666 0.858 0.993 0.997 0.874
ERA5_CCAM [-] 14.2 14.2 12.8 1.47 1.64 0.117 0.701 0.856 0.992 0.985 0.879
MPI-ESM1-2-HR_BARPA [-] 14.5 14.5 12.8 1.75 2.11 0.277 0.659 0.781 0.982 0.971 0.850
MPI-ESM1-2-HR_CMIP6 [-] 15.9 15.9 12.7 3.21 3.61 0.247 0.452 0.680 0.984 0.865 0.726
NorESM2-MM_BARPA [-] 13.8 13.8 12.8 1.01 1.27 0.400 0.774 0.858 0.974 0.998 0.900
NorESM2-MM_CCAM [-] 12.8 12.8 12.8 0.0547 1.31 0.421 0.795 0.806 0.973 0.988 0.874
NorESM2-MM_CMIP6 [-] 15.2 15.2 13.2 2.02 2.14 0.738 0.593 0.849 0.953 0.985 0.827
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 [-] 17.3
ACCESS-CM2_BARPA [-] 18.1 18.1 17.3 0.795 1.14 0.307 0.841 0.853 0.980 0.986 0.905
ACCESS-CM2_CCAM [-] 17.5 17.5 17.3 0.188 1.29 0.421 0.887 0.785 0.973 0.999 0.888
ACCESS-CM2_CMIP6 [-] 19.4 19.4 17.4 2.01 2.35 0.462 0.633 0.771 0.970 0.979 0.838
ACCESS-ESM1-5_BARPA [-] 18.5 18.5 17.3 1.17 1.46 0.301 0.779 0.838 0.981 0.979 0.889
ACCESS-ESM1-5_CCAM [-] 17.5 17.5 17.3 0.204 1.52 0.404 0.857 0.764 0.974 0.989 0.883
ACCESS-ESM1-5_CMIP6 [-] 19.7 19.7 17.3 2.38 2.75 0.247 0.593 0.762 0.984 0.997 0.782
CESM2_BARPA [-] 16.7 16.7 17.3 -0.560 1.17 0.400 0.834 0.851 0.974 0.951 0.905
CESM2_CCAM [-] 16.2 16.2 17.3 -1.07 1.36 0.295 0.776 0.879 0.981 0.996 0.903
CMCC-ESM2_BARPA [-] 17.3 17.3 17.3 -0.00496 1.05 0.453 0.882 0.837 0.971 0.947 0.907
CMCC-ESM2_CCAM [-] 17.2 17.2 17.3 -0.138 1.34 0.414 0.839 0.816 0.973 0.969 0.897
CMCC-ESM2_CMIP6 [-] 19.3 19.3 17.2 2.12 2.34 0.445 0.636 0.822 0.971 0.910 0.826
CNRM-ESM2-1_CCAM [-] 16.6 16.6 17.3 -0.667 1.61 0.499 0.792 0.811 0.968 0.994 0.882
CNRM-ESM2-1_CMIP6 [-] 19.4 19.4 17.4 1.93 2.27 0.318 0.650 0.787 0.979 0.996 0.848
EC-Earth3_BARPA [-] 18.8 18.8 17.3 1.55 1.76 0.503 0.710 0.847 0.968 0.998 0.879
EC-Earth3_CCAM [-] 18.9 18.9 17.3 1.62 1.99 0.359 0.709 0.786 0.977 0.997 0.860
EC-Earth3_CMIP6 [-] 19.6 19.6 17.4 2.22 2.70 0.359 0.615 0.726 0.977 0.998 0.823
ERA5_BARPA [-] 17.6 17.6 17.3 0.265 0.742 0.195 0.905 0.897 0.988 0.990 0.937
ERA5_CCAM [-] 17.5 17.5 17.3 0.162 1.16 0.336 0.855 0.851 0.978 0.984 0.910
MPI-ESM1-2-HR_BARPA [-] 17.5 17.5 17.3 0.261 0.988 0.431 0.884 0.862 0.972 0.942 0.912
MPI-ESM1-2-HR_CMIP6 [-] 20.1 20.1 17.3 2.80 3.22 0.469 0.548 0.716 0.970 0.882 0.785
NorESM2-MM_BARPA [-] 16.8 16.8 17.3 -0.488 0.982 0.448 0.863 0.876 0.971 0.991 0.923
NorESM2-MM_CCAM [-] 15.7 15.7 17.3 -1.57 2.00 0.465 0.686 0.836 0.970 0.981 0.874
NorESM2-MM_CMIP6 [-] 18.3 18.3 17.2 1.13 1.44 0.623 0.784 0.843 0.960 0.975 0.858
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.4
ACCESS-CM2_BARPA [-] 23.3 23.3 23.3 -0.00329 1.05 1.74 0.850 0.624 0.801 1.00 0.797
ACCESS-CM2_CCAM [-] 23.1 23.1 23.4 -0.276 0.857 1.18 0.796 0.725 0.894 0.995 0.838
ACCESS-CM2_CMIP6 [-] 25.6 25.6 23.4 2.25 2.49 1.43 0.325 0.593 0.859 0.997 0.683
ACCESS-ESM1-5_BARPA [-] 23.9 23.9 23.3 0.526 1.17 1.78 0.768 0.621 0.790 0.999 0.775
ACCESS-ESM1-5_CCAM [-] 24.3 24.3 23.4 0.895 1.20 1.33 0.659 0.691 0.867 0.989 0.789
ACCESS-ESM1-5_CMIP6 [-] 26.7 26.7 24.5 2.22 2.37 1.03 0.283 0.631 0.930 0.998 0.702
CESM2_BARPA [-] 23.5 23.5 23.3 0.114 0.940 1.49 0.848 0.664 0.839 1.00 0.819
CESM2_CCAM [-] 23.4 23.4 23.4 0.0416 0.844 1.11 0.839 0.710 0.898 1.00 0.845
CMCC-ESM2_BARPA [-] 23.2 23.2 23.3 -0.127 0.873 1.08 0.842 0.688 0.906 0.999 0.840
CMCC-ESM2_CCAM [-] 22.8 22.8 23.4 -0.528 0.895 1.24 0.724 0.782 0.863 0.984 0.832
CMCC-ESM2_CMIP6 [-] 25.9 25.9 23.8 2.13 2.20 0.787 0.363 0.781 0.922 0.973 0.762
CNRM-ESM2-1_CCAM [-] 20.6 20.6 23.4 -2.79 2.87 0.972 0.268 0.737 0.921 0.998 0.732
CNRM-ESM2-1_CMIP6 [-] 24.1 24.1 24.3 -0.226 1.06 1.03 0.751 0.598 0.912 0.963 0.783
EC-Earth3_BARPA [-] 22.5 22.5 23.3 -0.798 1.50 0.840 0.659 0.561 0.944 0.996 0.764
EC-Earth3_CCAM [-] 22.5 22.5 23.4 -0.921 1.21 0.833 0.624 0.746 0.941 0.983 0.815
EC-Earth3_CMIP6 [-] 22.6 22.6 23.4 -0.795 1.01 0.280 0.679 0.768 0.981 0.998 0.846
ERA5_BARPA [-] 23.1 23.1 23.3 -0.225 0.683 0.978 0.826 0.781 0.915 0.998 0.869
ERA5_CCAM [-] 22.9 22.9 23.4 -0.481 0.863 0.522 0.737 0.788 0.950 0.984 0.856
MPI-ESM1-2-HR_BARPA [-] 22.7 22.7 23.3 -0.672 1.27 1.71 0.707 0.616 0.805 0.999 0.763
MPI-ESM1-2-HR_CMIP6 [-] 25.1 25.1 23.7 1.37 1.72 1.09 0.537 0.635 0.912 0.950 0.745
NorESM2-MM_BARPA [-] 23.7 23.7 23.3 0.326 0.720 1.02 0.822 0.774 0.913 0.999 0.866
NorESM2-MM_CCAM [-] 22.4 22.4 23.4 -1.00 1.21 1.03 0.610 0.754 0.910 0.986 0.808
NorESM2-MM_CMIP6 [-] 25.7 25.7 23.8 1.93 2.03 0.462 0.382 0.737 0.969 0.911 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 [-] 20.8
ACCESS-CM2_BARPA [-] 21.6 21.6 20.8 22.0 0.812 1.71 0.961 0.643 0.694 0.889 0.982 0.780
ACCESS-CM2_CCAM [-] 21.0 20.9 20.8 21.6 0.172 1.51 0.783 0.671 0.711 0.914 0.981 0.798
ACCESS-CM2_CMIP6 [-] 22.5 22.5 20.9 22.4 1.65 2.20 0.780 0.544 0.702 0.913 0.991 0.770
ACCESS-ESM1-5_BARPA [-] 22.0 22.0 20.8 22.4 1.22 1.83 0.901 0.609 0.708 0.903 0.985 0.782
ACCESS-ESM1-5_CCAM [-] 21.4 21.4 20.8 22.0 0.642 1.57 0.720 0.647 0.719 0.923 0.981 0.798
ACCESS-ESM1-5_CMIP6 [-] 22.5 22.5 20.6 22.7 1.92 2.33 0.637 0.528 0.720 0.937 0.994 0.780
CESM2_BARPA [-] 21.0 21.0 20.8 21.4 0.225 1.58 0.846 0.659 0.725 0.913 0.962 0.797
CESM2_CCAM [-] 20.5 20.5 20.8 21.2 -0.267 1.66 0.736 0.643 0.732 0.924 0.960 0.798
CMCC-ESM2_BARPA [-] 21.4 21.4 20.8 21.7 0.610 1.57 0.807 0.657 0.729 0.904 0.975 0.799
CMCC-ESM2_CCAM [-] 20.8 20.8 20.8 21.4 0.0334 1.51 0.681 0.675 0.727 0.925 0.979 0.807
CMCC-ESM2_CMIP6 [-] 22.2 22.3 20.7 21.7 1.61 2.25 0.810 0.544 0.729 0.907 0.980 0.778
CNRM-ESM2-1_CCAM [-] 19.6 19.6 20.8 20.4 -1.17 2.16 0.822 0.560 0.729 0.910 0.936 0.773
CNRM-ESM2-1_CMIP6 [-] 21.9 21.9 20.7 21.4 1.24 1.91 0.706 0.617 0.745 0.923 0.988 0.804
EC-Earth3_BARPA [-] 21.9 21.9 20.8 22.3 1.10 1.84 0.875 0.617 0.695 0.896 0.966 0.774
EC-Earth3_CCAM [-] 21.4 21.4 20.8 22.0 0.662 1.64 0.787 0.646 0.720 0.904 0.952 0.789
EC-Earth3_CMIP6 [-] 21.8 21.8 20.7 21.8 1.10 1.79 0.681 0.645 0.723 0.916 0.952 0.792
ERA5_BARPA [-] 21.3 21.2 20.8 21.6 0.457 1.38 0.653 0.677 0.762 0.930 0.985 0.823
ERA5_CCAM [-] 20.7 20.7 20.8 21.2 -0.0885 1.35 0.614 0.689 0.765 0.935 0.983 0.827
MPI-ESM1-2-HR_BARPA [-] 21.0 21.0 20.8 21.1 0.236 1.61 0.792 0.656 0.712 0.908 0.972 0.792
MPI-ESM1-2-HR_CMIP6 [-] 22.8 22.9 20.8 21.6 2.07 2.90 0.632 0.471 0.677 0.933 0.952 0.742
NorESM2-MM_BARPA [-] 21.2 21.2 20.8 21.8 0.443 1.48 0.810 0.672 0.746 0.909 0.974 0.809
NorESM2-MM_CCAM [-] 19.2 19.2 20.8 19.7 -1.61 2.07 0.675 0.586 0.719 0.932 0.977 0.787
NorESM2-MM_CMIP6 [-] 22.0 22.0 20.7 21.7 1.32 1.95 0.621 0.586 0.761 0.931 0.977 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 [-] 25.8
ACCESS-CM2_BARPA [-] 27.7 27.7 25.8 28.0 1.85 2.29 2.26 0.334 0.506 0.675 0.860 0.576
ACCESS-CM2_CCAM [-] 27.2 27.2 25.8 27.5 1.35 1.79 1.82 0.401 0.571 0.755 0.886 0.637
ACCESS-CM2_CMIP6 [-] 28.2 28.1 25.8 28.4 2.25 2.47 2.07 0.249 0.514 0.711 0.994 0.596
ACCESS-ESM1-5_BARPA [-] 27.9 27.9 25.8 28.2 2.12 2.41 1.72 0.301 0.547 0.763 0.916 0.615
ACCESS-ESM1-5_CCAM [-] 27.7 27.7 25.8 27.9 1.90 2.12 1.67 0.327 0.583 0.773 0.973 0.648
ACCESS-ESM1-5_CMIP6 [-] 28.4 28.4 25.8 28.5 2.57 2.72 1.50 0.208 0.561 0.804 0.933 0.613
CESM2_BARPA [-] 27.7 27.7 25.8 28.0 1.85 2.19 1.77 0.337 0.556 0.769 0.902 0.624
CESM2_CCAM [-] 27.6 27.6 25.8 27.8 1.73 2.07 1.63 0.345 0.588 0.788 0.899 0.642
CMCC-ESM2_BARPA [-] 27.6 27.6 25.8 27.8 1.81 2.21 1.92 0.338 0.541 0.706 0.857 0.597
CMCC-ESM2_CCAM [-] 27.1 27.1 25.8 27.3 1.28 1.78 1.25 0.408 0.595 0.831 0.854 0.657
CMCC-ESM2_CMIP6 [-] 27.7 27.7 25.8 27.6 1.92 2.13 1.61 0.325 0.562 0.750 0.865 0.613
CNRM-ESM2-1_CCAM [-] 25.0 25.0 25.8 25.2 -0.835 1.49 1.72 0.501 0.625 0.746 0.792 0.658
CNRM-ESM2-1_CMIP6 [-] 26.5 26.4 25.6 26.6 0.779 1.40 1.85 0.589 0.600 0.718 0.936 0.689
EC-Earth3_BARPA [-] 27.1 27.1 25.8 27.2 1.26 1.94 2.01 0.411 0.497 0.681 0.847 0.587
EC-Earth3_CCAM [-] 26.6 26.6 25.8 26.8 0.796 1.55 2.01 0.488 0.574 0.688 0.862 0.637
EC-Earth3_CMIP6 [-] 26.3 26.3 25.8 26.4 0.544 1.23 1.82 0.605 0.601 0.693 0.959 0.692
ERA5_BARPA [-] 27.3 27.3 25.8 27.5 1.50 1.83 1.32 0.375 0.644 0.811 0.884 0.671
ERA5_CCAM [-] 26.7 26.7 25.8 26.9 0.863 1.36 1.28 0.490 0.674 0.820 0.923 0.716
MPI-ESM1-2-HR_BARPA [-] 27.1 27.1 25.8 27.4 1.33 1.98 1.91 0.404 0.510 0.712 0.817 0.591
MPI-ESM1-2-HR_CMIP6 [-] 28.0 28.0 25.8 28.0 2.24 2.42 1.26 0.268 0.562 0.822 1.00 0.643
NorESM2-MM_BARPA [-] 27.9 27.9 25.8 28.2 2.07 2.26 1.78 0.312 0.625 0.726 0.913 0.640
NorESM2-MM_CCAM [-] 25.6 25.6 25.8 26.0 -0.217 1.13 1.43 0.618 0.630 0.813 0.985 0.735
NorESM2-MM_CMIP6 [-] 27.7 27.7 25.8 27.8 1.88 2.02 1.57 0.329 0.641 0.750 0.722 0.616
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 [-] 17.9
ACCESS-CM2_BARPA [-] 18.8 18.8 17.9 0.934 1.09 0.118 0.823 0.908 0.992 0.974 0.921
ACCESS-CM2_CCAM [-] 18.2 18.2 17.9 0.344 0.796 0.0198 0.907 0.887 0.999 0.959 0.928
ACCESS-CM2_CMIP6 [-] 19.5 19.5 17.9 1.70 1.89 0.00 0.704 0.860 1.00 0.886 0.862
ACCESS-ESM1-5_BARPA [-] 19.2 19.2 17.9 1.38 1.49 0.0259 0.750 0.897 0.998 0.972 0.903
ACCESS-ESM1-5_CCAM [-] 18.8 18.8 17.9 0.980 1.16 0.00214 0.812 0.891 1.00 0.950 0.909
ACCESS-ESM1-5_CMIP6 [-] 20.3 20.3 18.1 2.25 2.32 0.0771 0.624 0.895 0.995 0.825 0.847
CESM2_BARPA [-] 18.3 18.3 17.9 0.432 0.888 0.225 0.894 0.876 0.986 0.971 0.920
CESM2_CCAM [-] 17.9 17.9 17.9 0.0867 0.804 0.0703 0.911 0.877 0.995 0.966 0.925
CMCC-ESM2_BARPA [-] 18.5 18.5 17.9 0.641 0.867 0.000869 0.869 0.905 1.00 0.974 0.931
CMCC-ESM2_CCAM [-] 17.7 17.7 17.9 -0.165 0.799 0.331 0.895 0.889 0.979 0.933 0.917
CMCC-ESM2_CMIP6 [-] 20.3 20.3 17.9 2.45 2.53 0.214 0.596 0.886 0.986 1.00 0.871
CNRM-ESM2-1_CCAM [-] 16.1 16.1 17.9 -1.79 1.94 0.644 0.687 0.879 0.959 0.904 0.862
CNRM-ESM2-1_CMIP6 [-] 19.0 19.0 18.1 0.896 1.29 0.192 0.837 0.834 0.988 0.999 0.898
EC-Earth3_BARPA [-] 18.5 18.5 17.9 0.601 0.962 0.337 0.870 0.880 0.977 0.957 0.913
EC-Earth3_CCAM [-] 18.3 18.3 17.9 0.438 0.983 0.0963 0.892 0.853 0.994 0.958 0.910
EC-Earth3_CMIP6 [-] 19.9 19.9 17.9 2.00 2.30 0.285 0.662 0.788 0.981 0.937 0.831
ERA5_BARPA [-] 18.2 18.2 17.9 0.368 0.737 0.00490 0.901 0.904 1.00 0.974 0.937
ERA5_CCAM [-] 17.6 17.6 17.9 -0.249 0.781 0.000343 0.891 0.900 1.00 0.938 0.926
MPI-ESM1-2-HR_BARPA [-] 18.5 18.5 17.9 0.687 0.945 0.00433 0.857 0.901 1.00 0.966 0.925
MPI-ESM1-2-HR_CMIP6 [-] 21.9 21.9 17.8 4.07 4.35 0.00 0.421 0.722 1.00 0.999 0.773
NorESM2-MM_BARPA [-] 18.1 18.1 17.9 0.256 0.789 0.0279 0.916 0.879 0.998 0.976 0.930
NorESM2-MM_CCAM [-] 16.8 16.8 17.9 -1.04 1.25 0.00825 0.802 0.894 0.999 0.919 0.902
NorESM2-MM_CMIP6 [-] 19.8 19.8 17.9 1.90 2.07 0.0411 0.668 0.861 0.997 1.00 0.878
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 19.7
ACCESS-CM2_BARPA [-] 19.9 19.9 19.7 0.233 0.928 0.956 0.898 0.815 0.939 0.959 0.885
ACCESS-CM2_CCAM [-] 19.8 19.8 19.7 0.0788 0.758 0.387 0.928 0.835 0.975 0.977 0.910
ACCESS-CM2_CMIP6 [-] 21.6 21.6 19.7 1.81 1.96 0.397 0.608 0.826 0.975 0.936 0.834
ACCESS-ESM1-5_BARPA [-] 20.5 20.5 19.7 0.789 1.19 0.863 0.811 0.811 0.945 0.963 0.868
ACCESS-ESM1-5_CCAM [-] 20.8 20.8 19.7 1.09 1.37 0.449 0.749 0.812 0.971 0.985 0.866
ACCESS-ESM1-5_CMIP6 [-] 21.9 21.9 19.9 2.00 2.18 0.436 0.586 0.812 0.972 0.886 0.814
CESM2_BARPA [-] 19.8 19.8 19.7 0.110 0.866 0.952 0.910 0.821 0.939 0.984 0.895
CESM2_CCAM [-] 19.7 19.7 19.7 -0.0401 0.655 0.135 0.931 0.857 0.991 0.994 0.926
CMCC-ESM2_BARPA [-] 19.8 19.8 19.7 0.141 0.605 0.102 0.904 0.895 0.993 0.962 0.930
CMCC-ESM2_CCAM [-] 19.7 19.7 19.7 -0.00560 0.545 0.352 0.934 0.886 0.977 0.993 0.935
CMCC-ESM2_CMIP6 [-] 22.2 22.2 19.6 2.58 2.64 0.229 0.511 0.874 0.985 0.944 0.837
CNRM-ESM2-1_CCAM [-] 17.3 17.3 19.7 -2.39 2.45 0.830 0.530 0.876 0.947 0.934 0.832
CNRM-ESM2-1_CMIP6 [-] 20.0 20.0 20.1 -0.0842 0.666 0.456 0.944 0.844 0.970 0.995 0.920
EC-Earth3_BARPA [-] 19.6 19.6 19.7 -0.111 0.864 0.404 0.886 0.834 0.974 0.950 0.896
EC-Earth3_CCAM [-] 19.5 19.5 19.7 -0.158 0.648 0.403 0.913 0.872 0.974 0.953 0.917
EC-Earth3_CMIP6 [-] 20.1 20.1 19.7 0.399 0.835 0.209 0.864 0.858 0.984 0.929 0.899
ERA5_BARPA [-] 19.7 19.7 19.7 -0.0289 0.573 0.00905 0.909 0.900 0.999 0.968 0.935
ERA5_CCAM [-] 19.5 19.5 19.7 -0.205 0.652 0.000481 0.916 0.873 1.00 0.981 0.928
MPI-ESM1-2-HR_BARPA [-] 19.3 19.3 19.7 -0.436 0.890 0.650 0.846 0.857 0.958 0.923 0.888
MPI-ESM1-2-HR_CMIP6 [-] 21.9 21.9 19.8 2.14 2.25 0.308 0.574 0.839 0.980 0.935 0.833
NorESM2-MM_BARPA [-] 20.0 20.0 19.7 0.313 0.711 0.514 0.898 0.868 0.967 0.993 0.919
NorESM2-MM_CCAM [-] 18.8 18.8 19.7 -0.943 1.14 0.369 0.778 0.850 0.976 0.969 0.885
NorESM2-MM_CMIP6 [-] 22.1 22.1 19.6 2.43 2.51 0.114 0.523 0.855 0.993 0.999 0.845
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 15.3
ACCESS-CM2_BARPA [-] 17.8 17.8 15.4 2.46 2.54 0.0688 0.553 0.858 0.996 0.999 0.853
ACCESS-CM2_CCAM [-] 16.9 16.9 15.4 1.53 1.69 0.0831 0.693 0.852 0.995 0.983 0.875
ACCESS-CM2_CMIP6 [-] 18.6 18.6 16.1 2.52 2.62 0.00 0.524 0.853 1.00 0.641 0.774
ACCESS-ESM1-5_BARPA [-] 18.3 18.3 15.4 2.88 2.97 0.172 0.498 0.847 0.987 0.999 0.836
ACCESS-ESM1-5_CCAM [-] 17.5 17.5 15.4 2.12 2.21 0.0938 0.596 0.866 0.994 0.987 0.862
ACCESS-ESM1-5_CMIP6 [-] 19.1 19.1 15.0 4.06 4.12 0.00 0.371 0.855 1.00 0.718 0.760
CESM2_BARPA [-] 17.3 17.3 15.4 1.89 2.01 0.304 0.636 0.850 0.981 0.999 0.863
CESM2_CCAM [-] 16.6 16.6 15.4 1.23 1.46 0.405 0.743 0.845 0.974 0.993 0.880
CMCC-ESM2_BARPA [-] 17.4 17.4 15.4 2.04 2.15 0.0755 0.611 0.857 0.995 0.999 0.864
CMCC-ESM2_CCAM [-] 16.4 16.4 15.4 1.07 1.24 0.402 0.772 0.875 0.974 0.991 0.897
CMCC-ESM2_CMIP6 [-] 17.5 17.5 15.3 2.12 2.19 0.224 0.596 0.880 0.986 0.993 0.867
CNRM-ESM2-1_CCAM [-] 15.4 15.4 15.4 0.0317 1.09 0.737 0.864 0.816 0.949 0.995 0.888
CNRM-ESM2-1_CMIP6 [-] 17.3 17.3 15.2 2.13 2.18 0.387 0.587 0.890 0.975 0.971 0.863
EC-Earth3_BARPA [-] 17.9 17.9 15.4 2.56 2.76 0.713 0.542 0.781 0.944 0.999 0.809
EC-Earth3_CCAM [-] 17.2 17.2 15.4 1.79 2.04 0.310 0.650 0.800 0.980 0.987 0.843
EC-Earth3_CMIP6 [-] 17.8 17.8 15.5 2.32 2.80 1.13 0.573 0.690 0.901 0.992 0.769
ERA5_BARPA [-] 17.2 17.2 15.4 1.80 1.94 0.146 0.650 0.848 0.991 0.999 0.867
ERA5_CCAM [-] 16.3 16.3 15.4 0.951 1.13 0.0773 0.794 0.879 0.995 0.991 0.908
MPI-ESM1-2-HR_BARPA [-] 18.2 18.2 15.4 2.78 2.98 0.0688 0.515 0.778 0.996 0.999 0.813
MPI-ESM1-2-HR_CMIP6 [-] 20.3 20.3 15.5 4.78 5.02 0.169 0.311 0.695 0.989 0.962 0.730
NorESM2-MM_BARPA [-] 16.9 16.9 15.4 1.54 1.66 0.0845 0.690 0.871 0.995 0.999 0.885
NorESM2-MM_CCAM [-] 15.4 15.4 15.4 0.0635 0.783 0.182 0.888 0.873 0.988 0.963 0.917
NorESM2-MM_CMIP6 [-] 17.3 17.3 15.3 2.00 2.12 0.431 0.620 0.849 0.972 0.926 0.843
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.5
ACCESS-CM2_BARPA [-] 22.2 22.2 22.5 -0.320 1.31 1.43 0.858 0.714 0.858 0.979 0.825
ACCESS-CM2_CCAM [-] 22.0 22.0 22.5 -0.465 1.09 0.882 0.844 0.788 0.926 0.977 0.865
ACCESS-CM2_CMIP6 [-] 24.3 24.3 22.6 1.66 1.88 0.919 0.613 0.789 0.933 0.983 0.821
ACCESS-ESM1-5_BARPA [-] 22.8 22.8 22.5 0.266 1.28 1.62 0.866 0.718 0.822 0.978 0.820
ACCESS-ESM1-5_CCAM [-] 23.2 23.2 22.5 0.719 1.28 0.493 0.798 0.766 0.957 0.992 0.856
ACCESS-ESM1-5_CMIP6 [-] 24.7 24.7 22.5 2.25 2.46 0.358 0.518 0.765 0.976 0.955 0.796
CESM2_BARPA [-] 22.3 22.3 22.5 -0.220 1.13 0.993 0.875 0.750 0.924 0.993 0.859
CESM2_CCAM [-] 22.3 22.3 22.5 -0.173 0.984 0.442 0.885 0.785 0.968 0.999 0.884
CMCC-ESM2_BARPA [-] 22.2 22.2 22.5 -0.300 0.941 1.05 0.866 0.800 0.907 0.997 0.874
CMCC-ESM2_CCAM [-] 22.0 22.0 22.5 -0.449 1.04 0.404 0.814 0.835 0.970 0.996 0.890
CMCC-ESM2_CMIP6 [-] 25.3 25.3 22.5 2.82 2.95 0.629 0.449 0.803 0.958 1.00 0.803
CNRM-ESM2-1_CCAM [-] 19.1 19.1 22.5 -3.34 3.40 0.546 0.387 0.840 0.958 0.980 0.801
CNRM-ESM2-1_CMIP6 [-] 22.5 22.5 22.3 0.167 1.13 0.245 0.820 0.772 0.983 0.931 0.856
EC-Earth3_BARPA [-] 21.6 21.6 22.5 -0.861 1.56 0.916 0.768 0.695 0.938 0.993 0.818
EC-Earth3_CCAM [-] 21.5 21.5 22.5 -0.948 1.27 0.368 0.729 0.864 0.975 0.990 0.884
EC-Earth3_CMIP6 [-] 22.4 22.4 22.5 -0.00716 0.888 0.0342 0.849 0.848 0.998 1.00 0.909
ERA5_BARPA [-] 21.9 21.9 22.5 -0.568 0.968 0.818 0.822 0.837 0.942 0.974 0.882
ERA5_CCAM [-] 21.8 21.8 22.5 -0.681 1.19 0.262 0.783 0.823 0.982 0.984 0.879
MPI-ESM1-2-HR_BARPA [-] 21.5 21.5 22.5 -1.02 1.57 1.46 0.740 0.717 0.849 0.996 0.804
MPI-ESM1-2-HR_CMIP6 [-] 25.2 25.2 22.5 2.77 2.98 0.757 0.462 0.744 0.949 0.926 0.765
NorESM2-MM_BARPA [-] 22.4 22.4 22.5 -0.0819 0.878 0.858 0.870 0.825 0.941 0.970 0.886
NorESM2-MM_CCAM [-] 21.0 21.0 22.5 -1.46 1.72 0.502 0.661 0.807 0.966 0.956 0.839
NorESM2-MM_CMIP6 [-] 25.1 25.1 22.5 2.63 2.74 0.104 0.469 0.802 0.993 0.989 0.811
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 24.0
ACCESS-CM2_BARPA [-] 24.1 24.1 24.0 0.0819 1.47 1.82 0.852 0.671 0.770 0.968 0.786
ACCESS-CM2_CCAM [-] 23.6 23.6 24.0 -0.445 1.17 0.940 0.830 0.751 0.914 0.999 0.849
ACCESS-CM2_CMIP6 [-] 26.5 26.5 24.1 2.38 2.57 0.886 0.488 0.768 0.921 0.991 0.787
ACCESS-ESM1-5_BARPA [-] 24.4 24.4 24.0 0.382 1.39 1.53 0.851 0.699 0.827 0.964 0.808
ACCESS-ESM1-5_CCAM [-] 24.6 24.6 24.0 0.568 1.19 0.561 0.823 0.757 0.959 0.997 0.859
ACCESS-ESM1-5_CMIP6 [-] 26.8 26.8 24.1 2.72 2.88 0.476 0.442 0.764 0.964 0.976 0.782
CESM2_BARPA [-] 24.1 24.1 24.0 0.0945 1.21 1.37 0.854 0.731 0.859 0.973 0.830
CESM2_CCAM [-] 23.8 23.8 24.0 -0.227 1.12 0.716 0.851 0.753 0.947 0.998 0.860
CMCC-ESM2_BARPA [-] 24.2 24.2 24.0 0.188 1.21 1.16 0.831 0.748 0.886 0.953 0.833
CMCC-ESM2_CCAM [-] 23.3 23.3 24.0 -0.735 1.49 0.540 0.775 0.719 0.959 1.00 0.834
CMCC-ESM2_CMIP6 [-] 26.8 26.8 24.1 2.70 3.04 1.39 0.443 0.670 0.822 0.866 0.694
CNRM-ESM2-1_CCAM [-] 20.8 20.8 24.0 -3.20 3.30 1.14 0.385 0.799 0.884 0.989 0.771
CNRM-ESM2-1_CMIP6 [-] 25.0 25.0 24.1 0.916 1.56 0.497 0.715 0.784 0.963 0.670 0.783
EC-Earth3_BARPA [-] 23.5 23.5 24.0 -0.582 1.46 1.17 0.775 0.701 0.887 0.958 0.804
EC-Earth3_CCAM [-] 22.7 22.7 24.0 -1.31 1.57 0.636 0.667 0.806 0.950 1.00 0.846
EC-Earth3_CMIP6 [-] 23.7 23.7 24.1 -0.418 1.21 0.567 0.810 0.760 0.956 0.986 0.855
ERA5_BARPA [-] 23.6 23.6 24.0 -0.438 1.12 1.19 0.813 0.781 0.884 0.973 0.846
ERA5_CCAM [-] 23.1 23.1 24.0 -0.945 1.35 0.662 0.738 0.789 0.949 0.999 0.853
MPI-ESM1-2-HR_BARPA [-] 23.5 23.5 24.0 -0.527 1.46 1.18 0.772 0.709 0.880 0.927 0.799
MPI-ESM1-2-HR_CMIP6 [-] 27.2 27.2 24.1 3.18 3.34 0.496 0.399 0.743 0.961 0.939 0.757
NorESM2-MM_BARPA [-] 24.2 24.2 24.0 0.180 0.990 1.22 0.870 0.791 0.880 0.977 0.862
NorESM2-MM_CCAM [-] 22.4 22.4 24.0 -1.66 1.98 0.681 0.603 0.745 0.947 0.993 0.807
NorESM2-MM_CMIP6 [-] 27.1 27.1 24.1 3.03 3.15 0.401 0.401 0.774 0.971 0.832 0.751
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.3
ACCESS-CM2_BARPA [-] 18.0 18.0 16.3 1.75 1.90 0.0268 0.719 0.880 0.998 0.975 0.891
ACCESS-CM2_CCAM [-] 17.3 17.3 16.3 0.993 1.40 0.0616 0.827 0.843 0.996 0.972 0.896
ACCESS-CM2_CMIP6 [-] 18.6 18.6 16.1 2.50 2.79 0.00 0.628 0.800 1.00 0.999 0.845
ACCESS-ESM1-5_BARPA [-] 18.4 18.4 16.3 2.12 2.23 0.0210 0.671 0.883 0.999 0.973 0.882
ACCESS-ESM1-5_CCAM [-] 17.8 17.8 16.3 1.57 1.88 0.0127 0.750 0.835 0.999 0.970 0.878
ACCESS-ESM1-5_CMIP6 [-] 19.2 19.2 16.3 2.95 3.18 0.00 0.575 0.802 1.00 0.834 0.803
CESM2_BARPA [-] 17.0 17.0 16.3 0.714 1.08 0.0281 0.868 0.877 0.998 0.973 0.919
CESM2_CCAM [-] 16.6 16.6 16.3 0.285 0.995 0.00458 0.906 0.861 1.00 0.979 0.921
CMCC-ESM2_BARPA [-] 17.4 17.4 16.3 1.17 1.36 0.0114 0.803 0.889 0.999 0.975 0.911
CMCC-ESM2_CCAM [-] 17.2 17.2 16.3 0.944 1.38 0.00 0.823 0.869 1.00 0.976 0.908
CMCC-ESM2_CMIP6 [-] 18.7 18.7 16.3 2.39 2.52 0.00 0.642 0.865 1.00 0.970 0.868
CNRM-ESM2-1_CCAM [-] 16.5 16.5 16.3 0.275 1.28 0.311 0.844 0.864 0.980 0.983 0.907
CNRM-ESM2-1_CMIP6 [-] 18.7 18.7 16.3 2.36 2.49 0.269 0.638 0.874 0.982 0.996 0.873
EC-Earth3_BARPA [-] 18.1 18.1 16.3 1.84 2.00 0.110 0.707 0.873 0.993 0.967 0.882
EC-Earth3_CCAM [-] 18.4 18.4 16.3 2.14 2.36 0.00953 0.678 0.836 0.999 0.994 0.869
EC-Earth3_CMIP6 [-] 19.2 19.2 16.2 3.07 3.27 0.0346 0.559 0.807 0.998 0.996 0.833
ERA5_BARPA [-] 17.4 17.4 16.3 1.13 1.29 0.0368 0.806 0.910 0.998 0.974 0.920
ERA5_CCAM [-] 17.4 17.4 16.3 1.12 1.40 0.00 0.801 0.897 1.00 0.985 0.916
MPI-ESM1-2-HR_BARPA [-] 17.8 17.8 16.3 1.55 1.69 0.0248 0.749 0.887 0.998 0.980 0.900
MPI-ESM1-2-HR_CMIP6 [-] 20.6 20.6 16.3 4.36 4.66 0.0179 0.442 0.733 0.999 0.996 0.781
NorESM2-MM_BARPA [-] 16.8 16.8 16.3 0.547 0.921 0.0485 0.889 0.895 0.997 0.968 0.929
NorESM2-MM_CCAM [-] 16.0 16.0 16.3 -0.243 1.29 0.0487 0.842 0.863 0.997 0.953 0.903
NorESM2-MM_CMIP6 [-] 17.9 17.9 16.3 1.61 1.92 0.359 0.735 0.828 0.977 0.992 0.872
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.4
ACCESS-CM2_BARPA [-] 23.0 23.0 22.4 0.539 1.21 0.411 0.882 0.841 0.968 0.995 0.906
ACCESS-CM2_CCAM [-] 21.9 21.9 22.4 -0.494 1.09 0.240 0.894 0.857 0.984 0.999 0.918
ACCESS-CM2_CMIP6 [-] 24.5 24.5 22.4 2.09 2.26 0.200 0.675 0.858 0.987 0.975 0.870
ACCESS-ESM1-5_BARPA [-] 23.4 23.4 22.4 1.00 1.35 0.400 0.829 0.865 0.966 0.997 0.904
ACCESS-ESM1-5_CCAM [-] 22.6 22.6 22.4 0.211 1.03 0.401 0.888 0.870 0.973 0.964 0.913
ACCESS-ESM1-5_CMIP6 [-] 24.5 24.5 22.5 2.00 2.18 0.224 0.685 0.856 0.985 0.938 0.864
CESM2_BARPA [-] 22.8 22.8 22.4 0.381 1.08 0.319 0.894 0.858 0.974 0.976 0.912
CESM2_CCAM [-] 21.4 21.4 22.4 -1.00 1.45 0.209 0.832 0.843 0.986 0.978 0.897
CMCC-ESM2_BARPA [-] 23.1 23.1 22.4 0.706 1.16 0.264 0.862 0.873 0.982 0.963 0.911
CMCC-ESM2_CCAM [-] 21.8 21.8 22.4 -0.629 1.34 0.241 0.869 0.828 0.984 0.977 0.897
CMCC-ESM2_CMIP6 [-] 25.0 25.0 22.5 2.57 2.76 0.482 0.620 0.843 0.957 0.993 0.851
CNRM-ESM2-1_CCAM [-] 19.4 19.4 22.4 -3.04 3.16 0.395 0.566 0.862 0.973 1.00 0.853
CNRM-ESM2-1_CMIP6 [-] 24.2 24.2 22.5 1.67 1.86 0.388 0.737 0.885 0.974 0.920 0.880
EC-Earth3_BARPA [-] 22.9 22.9 22.4 0.508 1.11 0.256 0.879 0.863 0.982 0.989 0.915
EC-Earth3_CCAM [-] 22.0 22.0 22.4 -0.485 0.962 0.255 0.881 0.893 0.982 0.999 0.930
EC-Earth3_CMIP6 [-] 23.1 23.1 22.4 0.660 1.15 0.278 0.857 0.883 0.980 0.997 0.920
ERA5_BARPA [-] 22.6 22.6 22.5 0.139 0.903 0.227 0.908 0.881 0.984 0.995 0.930
ERA5_CCAM [-] 21.6 21.6 22.5 -0.802 1.24 0.212 0.849 0.865 0.986 0.988 0.911
MPI-ESM1-2-HR_BARPA [-] 22.9 22.9 22.4 0.424 1.00 0.297 0.877 0.888 0.978 0.993 0.925
MPI-ESM1-2-HR_CMIP6 [-] 26.3 26.3 22.4 3.91 4.13 0.308 0.480 0.780 0.978 0.997 0.803
NorESM2-MM_BARPA [-] 22.6 22.6 22.4 0.134 1.06 0.339 0.904 0.853 0.970 0.975 0.911
NorESM2-MM_CCAM [-] 20.4 20.4 22.4 -2.05 2.32 0.245 0.684 0.826 0.984 0.982 0.860
NorESM2-MM_CMIP6 [-] 24.8 24.8 22.5 2.37 2.49 0.166 0.637 0.882 0.989 0.954 0.869
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 19.9
ACCESS-CM2_BARPA [-] 20.9 20.9 20.0 0.946 1.43 0.212 0.829 0.861 0.986 0.996 0.906
ACCESS-CM2_CCAM [-] 19.7 19.7 19.9 -0.264 1.22 0.0652 0.870 0.856 0.996 0.943 0.904
ACCESS-CM2_CMIP6 [-] 22.3 22.3 19.9 2.38 2.75 0.133 0.652 0.782 0.991 0.999 0.841
ACCESS-ESM1-5_BARPA [-] 21.4 21.4 20.0 1.48 1.71 0.214 0.765 0.879 0.986 0.999 0.902
ACCESS-ESM1-5_CCAM [-] 19.6 19.6 19.9 -0.365 1.18 0.0748 0.877 0.860 0.995 0.997 0.918
ACCESS-ESM1-5_CMIP6 [-] 22.2 22.2 19.9 2.27 2.66 0.141 0.661 0.782 0.991 0.999 0.843
CESM2_BARPA [-] 20.0 20.0 20.0 0.0107 1.12 0.0718 0.876 0.875 0.995 0.983 0.921
CESM2_CCAM [-] 18.8 18.8 19.9 -1.13 1.49 0.0457 0.809 0.877 0.997 0.962 0.904
CMCC-ESM2_BARPA [-] 20.5 20.5 20.0 0.595 1.21 0.123 0.859 0.874 0.992 0.986 0.917
CMCC-ESM2_CCAM [-] 19.3 19.3 19.9 -0.684 1.23 0.0989 0.850 0.878 0.994 0.979 0.916
CMCC-ESM2_CMIP6 [-] 22.4 22.4 20.0 2.43 2.57 0.178 0.645 0.862 0.988 0.999 0.871
CNRM-ESM2-1_CCAM [-] 18.0 18.0 19.9 -1.97 2.20 0.206 0.710 0.874 0.987 0.830 0.855
CNRM-ESM2-1_CMIP6 [-] 22.1 22.1 20.0 2.04 2.29 0.107 0.697 0.849 0.993 0.975 0.872
EC-Earth3_BARPA [-] 21.3 21.3 20.0 1.32 1.62 0.146 0.785 0.870 0.991 0.995 0.902
EC-Earth3_CCAM [-] 20.4 20.4 19.9 0.472 1.11 0.0636 0.860 0.884 0.996 0.844 0.894
EC-Earth3_CMIP6 [-] 21.6 21.6 20.0 1.64 2.03 0.0729 0.748 0.822 0.995 0.867 0.851
ERA5_BARPA [-] 20.4 20.4 20.0 0.444 1.08 0.0630 0.865 0.903 0.996 0.998 0.933
ERA5_CCAM [-] 19.3 19.3 20.0 -0.622 1.16 0.0466 0.844 0.908 0.997 0.956 0.923
MPI-ESM1-2-HR_BARPA [-] 20.8 20.8 20.0 0.869 1.36 0.0498 0.830 0.881 0.997 0.998 0.917
MPI-ESM1-2-HR_CMIP6 [-] 23.4 23.4 19.9 3.49 3.82 0.0626 0.535 0.761 0.996 0.996 0.810
NorESM2-MM_BARPA [-] 19.8 19.8 20.0 -0.159 1.12 0.129 0.878 0.875 0.992 0.994 0.923
NorESM2-MM_CCAM [-] 17.8 17.8 19.9 -2.10 2.27 0.0618 0.689 0.872 0.996 0.997 0.885
NorESM2-MM_CMIP6 [-] 21.3 21.3 20.0 1.38 1.65 0.0587 0.775 0.874 0.996 0.933 0.891
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.6
ACCESS-CM2_BARPA [-] 12.8 12.8 11.6 1.27 1.41 0.203 0.692 0.848 0.981 0.954 0.865
ACCESS-CM2_CCAM [-] 12.3 12.3 11.6 0.742 1.14 0.518 0.789 0.797 0.965 0.973 0.864
ACCESS-CM2_CMIP6 [-] 13.6 13.6 11.4 2.24 2.34 0.487 0.503 0.828 0.969 0.000395 0.626
ACCESS-ESM1-5_BARPA [-] 13.3 13.3 11.6 1.75 1.85 0.674 0.596 0.849 0.957 0.964 0.843
ACCESS-ESM1-5_CCAM [-] 12.5 12.5 11.6 0.934 1.21 0.607 0.760 0.811 0.961 0.975 0.864
ACCESS-ESM1-5_CMIP6 [-] 15.7 15.7 13.6 2.05 2.09 0.983 0.480 0.861 0.937 1.00 0.828
CESM2_BARPA [-] 11.5 11.5 11.6 -0.0237 0.866 0.225 0.850 0.833 0.985 0.943 0.889
CESM2_CCAM [-] 11.1 11.1 11.6 -0.514 1.01 0.162 0.815 0.820 0.990 0.960 0.881
CMCC-ESM2_BARPA [-] 12.5 12.5 11.6 0.944 1.10 0.182 0.756 0.862 0.987 0.990 0.891
CMCC-ESM2_CCAM [-] 12.5 12.5 11.6 0.931 1.16 0.281 0.755 0.828 0.979 0.999 0.878
CMCC-ESM2_CMIP6 [-] 14.9 14.9 12.3 2.65 2.75 0.983 0.427 0.784 0.937 0.999 0.786
CNRM-ESM2-1_CCAM [-] 11.9 11.9 11.6 0.315 0.834 0.817 0.863 0.834 0.948 0.998 0.895
CNRM-ESM2-1_CMIP6 [-] 14.8 14.8 12.6 2.15 2.23 0.983 0.500 0.844 0.937 0.0918 0.643
EC-Earth3_BARPA [-] 13.5 13.5 11.6 1.94 2.01 0.292 0.558 0.856 0.980 0.978 0.846
EC-Earth3_CCAM [-] 13.5 13.5 11.6 1.91 2.06 0.292 0.560 0.795 0.979 0.991 0.824
EC-Earth3_CMIP6 [-] 13.8 13.8 11.7 2.06 2.21 0.331 0.532 0.789 0.979 0.998 0.817
ERA5_BARPA [-] 12.5 12.5 11.6 0.931 1.08 0.135 0.760 0.876 0.991 0.944 0.889
ERA5_CCAM [-] 12.3 12.3 11.6 0.739 0.928 0.178 0.798 0.875 0.989 0.963 0.900
MPI-ESM1-2-HR_BARPA [-] 12.3 12.3 11.6 0.701 1.19 0.394 0.787 0.789 0.973 0.961 0.860
MPI-ESM1-2-HR_CMIP6 [-] 13.6 13.6 11.5 2.03 2.24 0.325 0.531 0.745 0.979 0.919 0.784
NorESM2-MM_BARPA [-] 12.0 12.0 11.6 0.447 0.766 0.708 0.851 0.867 0.955 0.984 0.905
NorESM2-MM_CCAM [-] 10.7 10.7 11.6 -0.868 1.22 0.721 0.755 0.823 0.954 0.926 0.856
NorESM2-MM_CMIP6 [-] 14.0 14.0 12.3 1.70 1.75 0.488 0.591 0.874 0.969 0.756 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 [-] 11.2
ACCESS-CM2_BARPA [-] 12.4 12.4 11.2 1.12 1.32 0.665 0.709 0.814 0.953 0.952 0.848
ACCESS-CM2_CCAM [-] 11.7 11.7 11.2 0.484 1.02 0.413 0.822 0.791 0.973 0.970 0.869
ACCESS-CM2_CMIP6 [-] 13.5 13.5 12.4 1.09 1.39 0.983 0.689 0.745 0.937 1.00 0.823
ACCESS-ESM1-5_BARPA [-] 12.8 12.8 11.2 1.54 1.68 0.717 0.619 0.819 0.954 0.952 0.833
ACCESS-ESM1-5_CCAM [-] 11.8 11.8 11.2 0.613 1.05 0.451 0.813 0.794 0.971 0.968 0.868
ACCESS-ESM1-5_CMIP6 [-] 14.3 14.3 11.4 2.90 2.95 0.487 0.393 0.830 0.969 0.606 0.725
CESM2_BARPA [-] 11.1 11.1 11.2 -0.111 0.952 0.261 0.846 0.793 0.983 0.944 0.872
CESM2_CCAM [-] 10.4 10.4 11.2 -0.761 1.08 0.254 0.766 0.830 0.983 0.974 0.877
CMCC-ESM2_BARPA [-] 12.0 12.0 11.2 0.727 0.954 0.242 0.798 0.843 0.984 0.972 0.888
CMCC-ESM2_CCAM [-] 11.9 11.9 11.2 0.725 1.02 0.231 0.797 0.814 0.985 0.985 0.879
CMCC-ESM2_CMIP6 [-] 13.9 13.9 11.4 2.55 2.63 0.333 0.448 0.821 0.979 0.745 0.763
CNRM-ESM2-1_CCAM [-] 11.3 11.3 11.2 0.114 0.745 0.723 0.862 0.844 0.954 0.997 0.900
CNRM-ESM2-1_CMIP6 [-] 14.4 14.4 12.2 2.20 2.24 0.653 0.493 0.884 0.958 0.568 0.757
EC-Earth3_BARPA [-] 13.3 13.3 11.2 2.04 2.13 0.542 0.521 0.826 0.965 0.986 0.825
EC-Earth3_CCAM [-] 13.0 13.0 11.2 1.83 2.00 0.424 0.559 0.772 0.973 0.991 0.814
EC-Earth3_CMIP6 [-] 13.5 13.5 11.4 2.04 2.22 0.492 0.518 0.763 0.968 0.937 0.790
ERA5_BARPA [-] 12.3 12.3 11.3 1.01 1.16 0.207 0.732 0.852 0.987 0.962 0.877
ERA5_CCAM [-] 11.9 11.9 11.2 0.652 0.824 0.332 0.811 0.886 0.979 0.979 0.908
MPI-ESM1-2-HR_BARPA [-] 11.7 11.7 11.2 0.450 1.15 0.345 0.828 0.748 0.977 0.951 0.851
MPI-ESM1-2-HR_CMIP6 [-] 12.8 12.8 11.6 1.18 1.81 0.784 0.631 0.707 0.950 0.412 0.681
NorESM2-MM_BARPA [-] 11.6 11.6 11.2 0.331 0.706 0.553 0.865 0.863 0.965 0.971 0.905
NorESM2-MM_CCAM [-] 10.3 10.3 11.2 -0.927 1.22 0.723 0.738 0.825 0.954 0.953 0.859
NorESM2-MM_CMIP6 [-] 13.0 13.0 11.4 1.60 1.68 0.651 0.617 0.858 0.958 0.840 0.826
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 [-] 12.7
ACCESS-CM2_BARPA [-] 15.8 15.8 12.8 2.94 3.12 0.129 0.501 0.789 0.990 0.958 0.806
ACCESS-CM2_CCAM [-] 15.2 15.2 12.8 2.41 2.67 0.116 0.569 0.767 0.993 0.989 0.817
ACCESS-CM2_CMIP6 [-] 16.4 16.4 14.1 2.33 2.47 0.336 0.550 0.820 0.978 0.971 0.828
ACCESS-ESM1-5_BARPA [-] 16.3 16.3 12.8 3.47 3.59 0.277 0.441 0.808 0.982 0.962 0.800
ACCESS-ESM1-5_CCAM [-] 15.4 15.4 12.8 2.61 2.80 0.0881 0.541 0.793 0.994 0.973 0.819
ACCESS-ESM1-5_CMIP6 [-] 18.3 18.3 13.8 4.49 4.58 0.328 0.310 0.803 0.979 0.893 0.758
CESM2_BARPA [-] 14.7 14.7 12.8 1.85 2.10 0.101 0.653 0.811 0.994 0.949 0.843
CESM2_CCAM [-] 14.4 14.4 12.8 1.66 2.03 0.0846 0.677 0.783 0.995 0.981 0.844
CMCC-ESM2_BARPA [-] 15.2 15.2 12.8 2.41 2.53 0.0867 0.567 0.841 0.994 0.975 0.844
CMCC-ESM2_CCAM [-] 14.6 14.6 12.8 1.82 1.98 0.0771 0.652 0.847 0.995 0.990 0.866
CMCC-ESM2_CMIP6 [-] 17.0 17.0 13.0 3.95 4.00 0.491 0.356 0.866 0.969 0.989 0.809
CNRM-ESM2-1_CCAM [-] 14.3 14.3 12.8 1.50 1.78 0.853 0.703 0.814 0.938 0.999 0.854
CNRM-ESM2-1_CMIP6 [-] 16.1 16.1 12.6 3.53 3.58 0.324 0.416 0.871 0.979 0.853 0.798
EC-Earth3_BARPA [-] 16.1 16.1 12.8 3.26 3.35 0.193 0.461 0.840 0.986 0.981 0.822
EC-Earth3_CCAM [-] 15.7 15.7 12.8 2.92 3.06 0.0847 0.499 0.810 0.995 0.997 0.822
EC-Earth3_CMIP6 [-] 16.5 16.5 12.8 3.68 3.93 0.0821 0.410 0.732 0.995 0.999 0.773
ERA5_BARPA [-] 15.0 15.0 12.8 2.21 2.32 0.104 0.597 0.865 0.993 0.955 0.855
ERA5_CCAM [-] 14.6 14.6 12.8 1.84 1.94 0.0629 0.653 0.884 0.996 0.978 0.879
MPI-ESM1-2-HR_BARPA [-] 15.8 15.8 12.8 2.99 3.17 0.146 0.497 0.786 0.991 0.968 0.806
MPI-ESM1-2-HR_CMIP6 [-] 17.7 17.7 12.5 5.18 5.47 0.00 0.288 0.655 1.00 0.767 0.673
NorESM2-MM_BARPA [-] 14.6 14.6 12.8 1.77 1.94 0.205 0.659 0.847 0.987 0.975 0.863
NorESM2-MM_CCAM [-] 13.5 13.5 12.8 0.750 1.33 0.181 0.793 0.827 0.988 0.948 0.877
NorESM2-MM_CMIP6 [-] 15.9 15.9 13.0 2.86 2.93 0.656 0.481 0.855 0.958 0.979 0.826
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.4
ACCESS-CM2_BARPA [-] 16.6 16.6 14.4 2.17 2.39 0.160 0.597 0.796 0.987 0.976 0.830
ACCESS-CM2_CCAM [-] 16.0 16.0 14.4 1.57 2.21 0.205 0.689 0.693 0.987 0.975 0.807
ACCESS-CM2_CMIP6 [-] 16.7 16.7 14.7 1.92 2.10 0.656 0.611 0.813 0.958 0.357 0.710
ACCESS-ESM1-5_BARPA [-] 17.0 17.0 14.4 2.56 2.72 0.256 0.544 0.811 0.983 0.983 0.826
ACCESS-ESM1-5_CCAM [-] 16.4 16.4 14.4 1.92 2.43 0.307 0.638 0.706 0.980 0.934 0.793
ACCESS-ESM1-5_CMIP6 [-] 17.7 17.7 14.4 3.35 3.58 0.00 0.470 0.751 1.00 0.0252 0.600
CESM2_BARPA [-] 15.2 15.2 14.4 0.818 1.31 0.0178 0.813 0.805 0.999 0.989 0.882
CESM2_CCAM [-] 14.8 14.8 14.4 0.312 1.32 0.00543 0.885 0.759 1.00 0.966 0.874
CMCC-ESM2_BARPA [-] 15.9 15.9 14.4 1.45 1.72 0.00 0.709 0.814 1.00 0.988 0.865
CMCC-ESM2_CCAM [-] 16.1 16.1 14.4 1.67 2.11 0.00 0.680 0.743 1.00 0.874 0.808
CMCC-ESM2_CMIP6 [-] 17.0 17.0 14.7 2.27 2.40 0.00 0.574 0.833 1.00 0.851 0.818
CNRM-ESM2-1_CCAM [-] 15.8 15.8 14.4 1.34 1.84 0.861 0.734 0.754 0.945 0.824 0.802
CNRM-ESM2-1_CMIP6 [-] 17.9 17.9 15.1 2.82 2.85 0.983 0.486 0.893 0.937 1.00 0.842
EC-Earth3_BARPA [-] 17.1 17.1 14.4 2.71 2.81 0.329 0.524 0.841 0.978 0.978 0.832
EC-Earth3_CCAM [-] 17.4 17.4 14.4 2.94 3.23 0.0308 0.501 0.729 0.998 0.829 0.757
EC-Earth3_CMIP6 [-] 17.7 17.7 14.5 3.25 3.52 0.0816 0.448 0.719 0.995 0.998 0.776
ERA5_BARPA [-] 16.2 16.2 14.4 1.79 1.93 0.0129 0.655 0.845 0.999 0.974 0.863
ERA5_CCAM [-] 16.4 16.4 14.5 1.96 2.21 0.00543 0.635 0.791 1.00 0.843 0.812
MPI-ESM1-2-HR_BARPA [-] 16.1 16.1 14.4 1.68 1.96 0.330 0.672 0.795 0.979 0.972 0.843
MPI-ESM1-2-HR_CMIP6 [-] 17.9 17.9 14.5 3.36 3.81 0.00 0.440 0.650 1.00 0.917 0.731
NorESM2-MM_BARPA [-] 15.3 15.3 14.4 0.847 1.12 0.373 0.813 0.863 0.976 0.988 0.901
NorESM2-MM_CCAM [-] 14.8 14.8 14.4 0.335 1.39 0.358 0.858 0.758 0.977 0.914 0.853
NorESM2-MM_CMIP6 [-] 16.1 16.1 14.7 1.36 1.57 0.983 0.718 0.827 0.937 0.924 0.846
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 [-] 17.6
ACCESS-CM2_BARPA [-] 19.2 19.2 17.6 1.56 1.80 0.328 0.738 0.861 0.977 0.984 0.884
ACCESS-CM2_CCAM [-] 18.7 18.7 17.6 1.06 1.72 0.285 0.811 0.785 0.982 0.884 0.849
ACCESS-CM2_CMIP6 [-] 20.2 20.2 18.0 2.18 2.42 0.243 0.635 0.807 0.984 0.999 0.847
ACCESS-ESM1-5_BARPA [-] 19.5 19.5 17.6 1.88 2.07 0.113 0.695 0.867 0.992 0.994 0.883
ACCESS-ESM1-5_CCAM [-] 18.9 18.9 17.6 1.32 1.89 0.126 0.777 0.799 0.992 0.961 0.865
ACCESS-ESM1-5_CMIP6 [-] 20.1 20.1 17.1 3.09 3.32 0.00 0.560 0.792 1.00 0.382 0.705
CESM2_BARPA [-] 17.8 17.8 17.6 0.176 1.11 0.216 0.889 0.844 0.985 0.987 0.910
CESM2_CCAM [-] 17.4 17.4 17.6 -0.194 1.02 0.00858 0.882 0.870 0.999 0.877 0.900
CMCC-ESM2_BARPA [-] 18.3 18.3 17.6 0.640 1.32 0.0438 0.861 0.827 0.997 0.990 0.901
CMCC-ESM2_CCAM [-] 18.7 18.7 17.6 1.06 1.69 0.00 0.801 0.824 1.00 0.997 0.889
CMCC-ESM2_CMIP6 [-] 20.5 20.5 17.6 2.96 3.06 0.00 0.574 0.872 1.00 0.790 0.822
CNRM-ESM2-1_CCAM [-] 18.4 18.4 17.6 0.770 1.63 0.863 0.798 0.828 0.945 0.998 0.879
CNRM-ESM2-1_CMIP6 [-] 20.7 20.7 18.0 2.69 2.79 0.403 0.594 0.872 0.973 0.984 0.859
EC-Earth3_BARPA [-] 19.4 19.4 17.6 1.73 2.00 0.258 0.716 0.851 0.983 0.994 0.879
EC-Earth3_CCAM [-] 20.1 20.1 17.6 2.45 2.68 0.0309 0.637 0.824 0.998 0.998 0.856
EC-Earth3_CMIP6 [-] 20.7 20.7 17.8 2.98 3.17 0.00 0.555 0.815 1.00 0.990 0.835
ERA5_BARPA [-] 18.7 18.7 17.7 1.01 1.28 0.0130 0.816 0.889 0.999 0.985 0.916
ERA5_CCAM [-] 19.1 19.1 17.6 1.41 1.77 0.00967 0.765 0.848 0.999 0.998 0.892
MPI-ESM1-2-HR_BARPA [-] 19.2 19.2 17.6 1.53 1.74 0.0104 0.743 0.878 0.999 0.994 0.898
MPI-ESM1-2-HR_CMIP6 [-] 21.7 21.7 17.7 4.01 4.24 0.00 0.450 0.764 1.00 0.998 0.795
NorESM2-MM_BARPA [-] 17.7 17.7 17.6 0.0922 0.913 0.0875 0.908 0.873 0.994 0.963 0.922
NorESM2-MM_CCAM [-] 17.1 17.1 17.6 -0.533 1.58 0.262 0.791 0.839 0.983 0.979 0.886
NorESM2-MM_CMIP6 [-] 18.9 18.9 17.6 1.33 1.84 0.701 0.786 0.802 0.955 0.653 0.800
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 17.2
ACCESS-CM2_BARPA [-] 17.8 17.8 17.2 0.595 0.974 0.301 0.867 0.851 0.981 0.994 0.909
ACCESS-CM2_CCAM [-] 17.2 17.2 17.2 -0.0419 1.18 0.457 0.907 0.785 0.971 0.992 0.888
ACCESS-CM2_CMIP6 [-] 19.2 19.2 17.3 1.96 2.34 0.529 0.633 0.761 0.966 0.977 0.819
ACCESS-ESM1-5_BARPA [-] 18.2 18.2 17.2 0.981 1.31 0.350 0.801 0.830 0.978 0.987 0.885
ACCESS-ESM1-5_CCAM [-] 17.1 17.1 17.2 -0.0911 1.42 0.478 0.879 0.755 0.969 1.00 0.871
ACCESS-ESM1-5_CMIP6 [-] 19.6 19.6 17.3 2.22 2.62 0.303 0.600 0.755 0.981 1.00 0.818
CESM2_BARPA [-] 16.4 16.4 17.2 -0.751 1.19 0.448 0.819 0.853 0.971 0.954 0.890
CESM2_CCAM [-] 15.9 15.9 17.2 -1.30 1.46 0.370 0.748 0.881 0.976 1.00 0.897
CMCC-ESM2_BARPA [-] 17.0 17.0 17.2 -0.173 0.974 0.560 0.887 0.840 0.964 0.946 0.895
CMCC-ESM2_CCAM [-] 16.8 16.8 17.2 -0.454 1.24 0.524 0.849 0.814 0.966 0.996 0.888
CMCC-ESM2_CMIP6 [-] 19.0 19.0 17.1 1.89 2.15 0.564 0.652 0.808 0.964 0.912 0.829
CNRM-ESM2-1_CCAM [-] 16.2 16.2 17.2 -1.05 1.61 0.403 0.790 0.806 0.974 0.953 0.866
CNRM-ESM2-1_CMIP6 [-] 19.0 19.0 17.3 1.74 2.14 0.297 0.664 0.766 0.981 0.994 0.834
EC-Earth3_BARPA [-] 18.7 18.7 17.2 1.50 1.69 0.566 0.708 0.846 0.964 0.998 0.872
EC-Earth3_CCAM [-] 18.6 18.6 17.2 1.39 1.81 0.446 0.728 0.777 0.971 0.996 0.850
EC-Earth3_CMIP6 [-] 19.2 19.2 17.2 2.00 2.57 0.463 0.632 0.700 0.970 0.997 0.800
ERA5_BARPA [-] 17.3 17.3 17.2 0.0717 0.602 0.242 0.928 0.900 0.984 0.997 0.942
ERA5_CCAM [-] 17.1 17.1 17.2 -0.166 0.999 0.423 0.879 0.852 0.973 0.998 0.911
MPI-ESM1-2-HR_BARPA [-] 17.1 17.1 17.2 -0.0704 0.792 0.541 0.920 0.858 0.965 0.977 0.916
MPI-ESM1-2-HR_CMIP6 [-] 19.7 19.7 17.2 2.50 2.96 0.587 0.573 0.704 0.962 0.921 0.773
NorESM2-MM_BARPA [-] 16.6 16.6 17.2 -0.640 1.00 0.542 0.851 0.877 0.965 0.993 0.913
NorESM2-MM_CCAM [-] 15.4 15.4 17.2 -1.85 2.10 0.519 0.658 0.835 0.967 0.996 0.858
NorESM2-MM_CMIP6 [-] 18.2 18.2 17.1 1.08 1.33 0.602 0.783 0.854 0.961 0.957 0.882
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.4
ACCESS-CM2_BARPA [-] 23.3 23.3 23.3 -0.00329 1.05 1.74 0.850 0.624 0.801 1.00 0.780
ACCESS-CM2_CCAM [-] 23.1 23.1 23.4 -0.276 0.857 1.18 0.796 0.725 0.894 0.995 0.827
ACCESS-CM2_CMIP6 [-] 25.6 25.6 23.4 2.25 2.49 1.43 0.325 0.593 0.859 0.997 0.674
ACCESS-ESM1-5_BARPA [-] 23.9 23.9 23.3 0.526 1.17 1.78 0.768 0.621 0.790 0.999 0.760
ACCESS-ESM1-5_CCAM [-] 24.3 24.3 23.4 0.895 1.20 1.33 0.659 0.691 0.867 0.989 0.780
ACCESS-ESM1-5_CMIP6 [-] 26.7 26.7 24.5 2.22 2.37 1.03 0.283 0.631 0.930 0.998 0.695
CESM2_BARPA [-] 23.5 23.5 23.3 0.114 0.940 1.49 0.848 0.664 0.839 1.00 0.803
CESM2_CCAM [-] 23.4 23.4 23.4 0.0416 0.844 1.11 0.839 0.710 0.898 1.00 0.831
CMCC-ESM2_BARPA [-] 23.2 23.2 23.3 -0.127 0.873 1.08 0.842 0.688 0.906 0.999 0.824
CMCC-ESM2_CCAM [-] 22.8 22.8 23.4 -0.528 0.895 1.24 0.724 0.782 0.863 0.984 0.827
CMCC-ESM2_CMIP6 [-] 25.9 25.9 23.8 2.13 2.20 0.787 0.363 0.781 0.922 0.973 0.764
CNRM-ESM2-1_CCAM [-] 20.6 20.6 23.4 -2.79 2.87 0.972 0.268 0.737 0.921 0.998 0.732
CNRM-ESM2-1_CMIP6 [-] 24.1 24.1 24.3 -0.226 1.06 1.03 0.751 0.598 0.912 0.963 0.765
EC-Earth3_BARPA [-] 22.5 22.5 23.3 -0.798 1.50 0.840 0.659 0.561 0.944 0.996 0.744
EC-Earth3_CCAM [-] 22.5 22.5 23.4 -0.921 1.21 0.833 0.624 0.746 0.941 0.983 0.808
EC-Earth3_CMIP6 [-] 22.6 22.6 23.4 -0.795 1.01 0.280 0.679 0.768 0.981 0.998 0.839
ERA5_BARPA [-] 23.1 23.1 23.3 -0.225 0.683 0.978 0.826 0.781 0.915 0.998 0.860
ERA5_CCAM [-] 22.9 22.9 23.4 -0.481 0.863 0.522 0.737 0.788 0.950 0.984 0.849
MPI-ESM1-2-HR_BARPA [-] 22.7 22.7 23.3 -0.672 1.27 1.71 0.707 0.616 0.805 0.999 0.748
MPI-ESM1-2-HR_CMIP6 [-] 25.1 25.1 23.7 1.37 1.72 1.09 0.537 0.635 0.912 0.950 0.734
NorESM2-MM_BARPA [-] 23.7 23.7 23.3 0.326 0.720 1.02 0.822 0.774 0.913 0.999 0.856
NorESM2-MM_CCAM [-] 22.4 22.4 23.4 -1.00 1.21 1.03 0.610 0.754 0.910 0.986 0.803
NorESM2-MM_CMIP6 [-] 25.7 25.7 23.8 1.93 2.03 0.462 0.382 0.737 0.969 0.911 0.747

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 TNx /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TNx/v20240411/TNx_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:
TNx