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 [-] 35.1
ACCESS-CM2_BARPA [-] 35.1 35.1 35.1 -0.0182 1.23 0.368 0.884 0.824 0.972 0.994 0.900
ACCESS-CM2_CCAM [-] 35.2 35.2 35.1 0.0800 1.56 0.278 0.874 0.774 0.980 0.994 0.879
ACCESS-CM2_CMIP6 [-] 33.7 33.7 35.0 -1.29 1.92 0.344 0.781 0.789 0.972 0.995 0.865
ACCESS-ESM1-5_BARPA [-] 35.8 35.8 35.1 0.732 1.33 0.358 0.842 0.834 0.967 0.995 0.894
ACCESS-ESM1-5_CCAM [-] 35.6 35.6 35.1 0.480 1.43 0.313 0.864 0.803 0.979 0.999 0.890
ACCESS-ESM1-5_CMIP6 [-] 34.3 34.3 35.1 -0.747 1.69 0.536 0.818 0.790 0.963 0.997 0.872
CESM2_BARPA [-] 35.1 35.1 35.1 0.0265 1.37 0.379 0.839 0.826 0.968 0.967 0.885
CESM2_CCAM [-] 34.9 34.9 35.1 -0.159 1.40 0.256 0.832 0.829 0.981 0.998 0.894
CMCC-ESM2_BARPA [-] 35.5 35.5 35.1 0.384 1.52 0.352 0.840 0.795 0.970 0.976 0.875
CMCC-ESM2_CCAM [-] 34.3 34.3 35.1 -0.812 1.29 0.229 0.832 0.864 0.983 1.00 0.909
CMCC-ESM2_CMIP6 [-] 33.2 33.2 35.1 -1.93 2.19 0.461 0.691 0.841 0.953 1.00 0.865
CNRM-ESM2-1_CCAM [-] 33.2 33.2 35.1 -1.91 2.27 0.461 0.685 0.848 0.969 0.964 0.863
CNRM-ESM2-1_CMIP6 [-] 34.3 34.3 35.1 -0.721 1.29 0.529 0.837 0.849 0.964 1.00 0.900
EC-Earth3_BARPA [-] 35.8 35.8 35.1 0.721 1.32 0.316 0.858 0.831 0.977 1.00 0.899
EC-Earth3_CCAM [-] 35.4 35.4 35.1 0.296 1.38 0.182 0.827 0.848 0.987 0.969 0.896
EC-Earth3_CMIP6 [-] 34.8 34.8 35.1 -0.244 1.45 0.304 0.819 0.823 0.979 0.973 0.883
ERA5_BARPA [-] 34.8 34.8 35.1 -0.335 1.05 0.278 0.877 0.870 0.978 0.991 0.917
ERA5_CCAM [-] 34.6 34.6 35.1 -0.470 1.01 0.180 0.861 0.894 0.988 0.998 0.927
MPI-ESM1-2-HR_BARPA [-] 35.8 35.8 35.1 0.697 1.25 0.250 0.848 0.844 0.982 0.998 0.903
MPI-ESM1-2-HR_CMIP6 [-] 35.4 35.4 35.1 0.296 1.30 0.364 0.885 0.811 0.973 1.00 0.896
NorESM2-MM_BARPA [-] 34.3 34.3 35.1 -0.795 2.01 0.331 0.792 0.771 0.975 0.966 0.855
NorESM2-MM_CCAM [-] 32.5 32.5 35.1 -2.54 2.80 0.244 0.631 0.827 0.983 0.998 0.853
NorESM2-MM_CMIP6 [-] 32.6 32.6 35.1 -2.52 2.74 0.283 0.636 0.839 0.980 0.999 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 [-] 31.6
ACCESS-CM2_BARPA [-] 31.1 31.1 31.6 -0.445 1.10 0.00 0.928 0.857 1.00 0.996 0.936
ACCESS-CM2_CCAM [-] 31.8 31.8 31.6 0.240 1.62 0.00 0.942 0.779 1.00 1.00 0.913
ACCESS-CM2_CMIP6 [-] 30.3 30.3 31.6 -1.30 2.08 0.00 0.812 0.792 1.00 0.872 0.861
ACCESS-ESM1-5_BARPA [-] 31.9 31.9 31.6 0.338 1.03 0.0741 0.935 0.865 0.995 0.998 0.939
ACCESS-ESM1-5_CCAM [-] 32.0 32.0 31.6 0.414 1.29 0.0284 0.929 0.830 0.998 1.00 0.927
ACCESS-ESM1-5_CMIP6 [-] 31.0 31.0 31.8 -0.870 1.78 0.957 0.842 0.809 0.936 0.894 0.863
CESM2_BARPA [-] 31.0 31.0 31.6 -0.613 1.10 0.104 0.907 0.868 0.993 0.993 0.932
CESM2_CCAM [-] 32.3 32.3 31.6 0.694 1.31 0.110 0.889 0.848 0.993 0.977 0.918
CMCC-ESM2_BARPA [-] 31.5 31.5 31.6 -0.0460 1.13 0.00 0.962 0.839 1.00 0.993 0.936
CMCC-ESM2_CCAM [-] 30.6 30.6 31.6 -1.02 1.26 0.000701 0.853 0.904 1.00 0.992 0.934
CMCC-ESM2_CMIP6 [-] 29.4 29.4 31.6 -2.13 2.40 0.00 0.703 0.882 1.00 0.872 0.866
CNRM-ESM2-1_CCAM [-] 30.1 30.1 31.6 -1.44 2.13 0.987 0.792 0.791 0.936 0.984 0.866
CNRM-ESM2-1_CMIP6 [-] 30.8 30.8 31.9 -1.05 1.71 0.997 0.842 0.813 0.935 0.998 0.888
EC-Earth3_BARPA [-] 32.5 32.5 31.6 0.913 1.22 0.00 0.867 0.883 1.00 0.999 0.931
EC-Earth3_CCAM [-] 32.9 32.9 31.6 1.33 1.81 0.0491 0.812 0.825 0.996 0.990 0.897
EC-Earth3_CMIP6 [-] 32.3 32.3 31.6 0.714 1.48 0.696 0.891 0.827 0.947 0.922 0.889
ERA5_BARPA [-] 30.9 30.9 31.6 -0.696 0.975 0.00 0.895 0.902 1.00 0.994 0.942
ERA5_CCAM [-] 31.0 31.0 31.6 -0.640 1.03 0.000760 0.901 0.894 1.00 1.00 0.942
MPI-ESM1-2-HR_BARPA [-] 32.6 32.6 31.6 1.04 1.33 0.00273 0.847 0.882 1.00 1.00 0.927
MPI-ESM1-2-HR_CMIP6 [-] 32.5 32.5 31.5 0.993 1.63 0.256 0.857 0.820 0.983 0.962 0.896
NorESM2-MM_BARPA [-] 30.0 30.0 31.6 -1.57 2.34 0.00853 0.779 0.759 0.999 0.991 0.869
NorESM2-MM_CCAM [-] 28.9 28.9 31.6 -2.70 3.04 0.00191 0.650 0.803 1.00 0.997 0.856
NorESM2-MM_CMIP6 [-] 28.7 28.7 31.6 -2.83 2.97 0.00 0.638 0.875 1.00 0.935 0.864
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 [-] 31.1
ACCESS-CM2_BARPA [-] 31.0 31.0 31.1 -0.0949 1.24 0.126 0.870 0.821 0.991 0.990 0.911
ACCESS-CM2_CCAM [-] 32.3 32.3 31.1 1.23 2.10 0.127 0.754 0.733 0.991 0.995 0.857
ACCESS-CM2_CMIP6 [-] 29.7 29.7 31.0 -1.28 1.76 0.0769 0.760 0.794 0.995 0.982 0.876
ACCESS-ESM1-5_BARPA [-] 31.5 31.5 31.1 0.428 1.28 0.262 0.862 0.819 0.982 0.995 0.907
ACCESS-ESM1-5_CCAM [-] 32.3 32.3 31.1 1.18 1.78 0.291 0.763 0.794 0.980 0.992 0.878
ACCESS-ESM1-5_CMIP6 [-] 31.2 31.2 31.2 0.0778 1.56 1.03 0.862 0.784 0.922 0.996 0.875
CESM2_BARPA [-] 31.0 31.0 31.1 -0.110 1.25 0.420 0.850 0.841 0.970 0.965 0.906
CESM2_CCAM [-] 32.5 32.5 31.1 1.39 1.96 0.344 0.737 0.778 0.977 1.00 0.864
CMCC-ESM2_BARPA [-] 31.4 31.4 31.1 0.332 1.42 0.229 0.843 0.807 0.984 0.956 0.898
CMCC-ESM2_CCAM [-] 31.3 31.3 31.1 0.201 1.17 0.111 0.840 0.866 0.993 0.957 0.916
CMCC-ESM2_CMIP6 [-] 29.2 29.2 31.1 -1.93 2.08 0.0814 0.679 0.875 0.995 0.971 0.854
CNRM-ESM2-1_CCAM [-] 30.1 30.1 31.1 -0.971 2.01 0.930 0.793 0.737 0.936 0.988 0.854
CNRM-ESM2-1_CMIP6 [-] 29.9 29.9 31.0 -1.07 1.68 0.688 0.789 0.780 0.955 0.981 0.861
EC-Earth3_BARPA [-] 31.9 31.9 31.1 0.841 1.53 0.356 0.817 0.795 0.966 0.995 0.886
EC-Earth3_CCAM [-] 32.6 32.6 31.1 1.55 2.15 0.400 0.713 0.758 0.963 1.00 0.850
EC-Earth3_CMIP6 [-] 31.5 31.5 31.1 0.374 1.59 0.994 0.851 0.780 0.917 0.915 0.861
ERA5_BARPA [-] 30.7 30.7 31.1 -0.393 1.20 0.158 0.854 0.845 0.989 0.976 0.913
ERA5_CCAM [-] 31.2 31.2 31.1 0.119 1.13 0.214 0.875 0.839 0.986 0.994 0.918
MPI-ESM1-2-HR_BARPA [-] 32.3 32.3 31.1 1.25 1.68 0.433 0.765 0.815 0.971 1.00 0.880
MPI-ESM1-2-HR_CMIP6 [-] 32.1 32.1 31.0 1.12 1.75 0.629 0.778 0.799 0.958 0.962 0.865
NorESM2-MM_BARPA [-] 30.4 30.4 31.1 -0.683 1.83 0.405 0.800 0.765 0.973 0.932 0.865
NorESM2-MM_CCAM [-] 29.8 29.8 31.1 -1.31 1.89 0.197 0.767 0.797 0.987 0.999 0.878
NorESM2-MM_CMIP6 [-] 29.2 29.2 31.1 -1.91 2.21 0.0415 0.677 0.834 0.997 0.978 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 [-] 36.4
ACCESS-CM2_BARPA [-] 37.2 37.2 36.4 0.800 1.54 0.872 0.741 0.708 0.931 0.999 0.836
ACCESS-CM2_CCAM [-] 36.7 36.7 36.4 0.361 1.65 0.550 0.787 0.640 0.962 0.963 0.824
ACCESS-CM2_CMIP6 [-] 35.8 35.8 36.3 -0.508 1.67 0.962 0.782 0.618 0.920 0.987 0.811
ACCESS-ESM1-5_BARPA [-] 37.7 37.7 36.4 1.31 1.84 0.850 0.641 0.718 0.916 0.999 0.813
ACCESS-ESM1-5_CCAM [-] 37.4 37.4 36.4 0.995 1.68 0.481 0.708 0.681 0.967 0.995 0.827
ACCESS-ESM1-5_CMIP6 [-] 36.5 36.5 36.3 0.125 1.66 0.676 0.754 0.663 0.951 0.991 0.829
CESM2_BARPA [-] 37.9 37.9 36.4 1.51 2.14 1.12 0.602 0.666 0.895 1.00 0.784
CESM2_CCAM [-] 37.2 37.2 36.4 0.854 1.74 0.618 0.717 0.657 0.954 0.996 0.820
CMCC-ESM2_BARPA [-] 38.1 38.1 36.4 1.70 2.33 1.03 0.568 0.643 0.903 1.00 0.770
CMCC-ESM2_CCAM [-] 35.8 35.8 36.4 -0.608 1.31 0.530 0.759 0.754 0.955 0.945 0.855
CMCC-ESM2_CMIP6 [-] 34.2 34.2 36.3 -2.13 2.46 1.04 0.524 0.723 0.892 1.00 0.781
CNRM-ESM2-1_CCAM [-] 33.9 33.9 36.4 -2.46 2.67 0.461 0.471 0.759 0.966 0.987 0.792
CNRM-ESM2-1_CMIP6 [-] 36.1 36.1 36.3 -0.162 1.26 0.586 0.793 0.726 0.961 0.961 0.853
EC-Earth3_BARPA [-] 37.2 37.2 36.4 0.802 1.61 0.771 0.753 0.687 0.944 1.00 0.833
EC-Earth3_CCAM [-] 35.4 35.4 36.4 -0.993 1.75 0.280 0.699 0.680 0.981 0.976 0.826
EC-Earth3_CMIP6 [-] 34.7 34.7 36.4 -1.70 2.40 0.376 0.587 0.612 0.975 0.975 0.781
ERA5_BARPA [-] 36.9 36.9 36.4 0.502 1.23 0.705 0.797 0.762 0.943 0.999 0.867
ERA5_CCAM [-] 35.7 35.7 36.4 -0.706 1.27 0.402 0.757 0.774 0.973 0.994 0.867
MPI-ESM1-2-HR_BARPA [-] 37.4 37.4 36.4 1.06 1.75 0.568 0.691 0.679 0.958 1.00 0.821
MPI-ESM1-2-HR_CMIP6 [-] 36.7 36.7 36.4 0.324 1.39 0.477 0.818 0.689 0.968 1.00 0.854
NorESM2-MM_BARPA [-] 37.4 37.4 36.4 1.02 1.82 0.842 0.698 0.679 0.937 0.995 0.817
NorESM2-MM_CCAM [-] 34.2 34.2 36.4 -2.16 2.45 0.433 0.522 0.730 0.970 0.993 0.797
NorESM2-MM_CMIP6 [-] 34.5 34.5 36.3 -1.78 2.11 0.743 0.578 0.755 0.944 1.00 0.806
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 [-] 30.4
ACCESS-CM2_BARPA [-] 30.0 30.0 30.3 -0.369 1.27 0.0126 0.943 0.872 0.999 0.988 0.942
ACCESS-CM2_CCAM [-] 30.7 30.7 30.4 0.380 1.89 0.00195 0.930 0.805 1.00 0.998 0.919
ACCESS-CM2_CMIP6 [-] 29.2 29.2 30.2 -1.04 2.05 0.00 0.852 0.827 1.00 0.975 0.904
ACCESS-ESM1-5_BARPA [-] 30.9 30.9 30.3 0.546 1.22 0.00103 0.913 0.891 1.00 0.985 0.941
ACCESS-ESM1-5_CCAM [-] 31.0 31.0 30.4 0.653 1.70 0.00323 0.911 0.832 1.00 1.00 0.924
ACCESS-ESM1-5_CMIP6 [-] 29.4 29.4 30.2 -0.861 1.80 0.173 0.860 0.855 0.988 0.987 0.915
CESM2_BARPA [-] 29.3 29.3 30.3 -1.01 1.33 0.00 0.883 0.909 1.00 0.980 0.939
CESM2_CCAM [-] 30.8 30.8 30.4 0.432 1.27 0.00 0.920 0.883 1.00 1.00 0.943
CMCC-ESM2_BARPA [-] 29.7 29.7 30.3 -0.625 1.33 0.00 0.924 0.875 1.00 0.985 0.938
CMCC-ESM2_CCAM [-] 29.3 29.3 30.4 -1.04 1.39 0.00 0.875 0.912 1.00 0.993 0.941
CMCC-ESM2_CMIP6 [-] 28.6 28.6 30.3 -1.66 1.98 0.00 0.805 0.905 1.00 0.999 0.925
CNRM-ESM2-1_CCAM [-] 29.9 29.9 30.4 -0.508 1.45 0.658 0.918 0.862 0.958 0.999 0.926
CNRM-ESM2-1_CMIP6 [-] 30.4 30.4 30.3 0.0555 0.905 0.983 0.948 0.907 0.937 1.00 0.943
EC-Earth3_BARPA [-] 31.4 31.4 30.3 1.10 1.40 0.00 0.863 0.917 1.00 0.993 0.940
EC-Earth3_CCAM [-] 32.0 32.0 30.4 1.63 1.95 0.00 0.813 0.886 1.00 1.00 0.920
EC-Earth3_CMIP6 [-] 31.6 31.6 30.2 1.34 1.74 0.00 0.844 0.875 1.00 0.973 0.918
ERA5_BARPA [-] 29.5 29.5 30.4 -0.908 1.17 0.00 0.892 0.925 1.00 0.987 0.948
ERA5_CCAM [-] 30.1 30.1 30.4 -0.301 1.09 0.00 0.926 0.904 1.00 0.999 0.951
MPI-ESM1-2-HR_BARPA [-] 31.1 31.1 30.3 0.725 1.40 0.00 0.893 0.884 1.00 0.979 0.933
MPI-ESM1-2-HR_CMIP6 [-] 30.9 30.9 30.4 0.485 1.71 0.00 0.906 0.840 1.00 0.998 0.925
NorESM2-MM_BARPA [-] 28.4 28.4 30.3 -1.96 2.50 0.00811 0.783 0.829 0.999 0.992 0.893
NorESM2-MM_CCAM [-] 27.8 27.8 30.4 -2.58 2.90 0.00451 0.726 0.857 1.00 0.998 0.891
NorESM2-MM_CMIP6 [-] 27.4 27.4 30.3 -2.85 3.15 0.00 0.700 0.857 1.00 0.985 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 [-] 36.5
ACCESS-CM2_BARPA [-] 36.3 36.3 36.5 -0.168 1.08 0.292 0.927 0.853 0.980 0.989 0.931
ACCESS-CM2_CCAM [-] 36.2 36.2 36.5 -0.260 1.35 0.250 0.915 0.817 0.983 0.989 0.921
ACCESS-CM2_CMIP6 [-] 35.1 35.1 36.5 -1.42 1.82 0.222 0.790 0.835 0.985 0.995 0.897
ACCESS-ESM1-5_BARPA [-] 37.1 37.1 36.5 0.637 1.17 0.298 0.895 0.860 0.973 0.992 0.924
ACCESS-ESM1-5_CCAM [-] 36.7 36.7 36.5 0.193 1.19 0.334 0.924 0.840 0.978 0.998 0.928
ACCESS-ESM1-5_CMIP6 [-] 35.5 35.5 36.5 -1.01 1.65 0.502 0.836 0.825 0.966 0.998 0.900
CESM2_BARPA [-] 36.4 36.4 36.5 -0.0976 1.07 0.244 0.914 0.859 0.982 0.944 0.921
CESM2_CCAM [-] 35.8 35.8 36.5 -0.729 1.19 0.182 0.869 0.883 0.987 0.999 0.932
CMCC-ESM2_BARPA [-] 36.7 36.7 36.5 0.247 1.30 0.244 0.910 0.823 0.982 0.955 0.913
CMCC-ESM2_CCAM [-] 35.5 35.5 36.5 -0.978 1.26 0.202 0.845 0.891 0.986 1.00 0.929
CMCC-ESM2_CMIP6 [-] 34.6 34.6 36.5 -1.87 2.07 0.429 0.731 0.865 0.956 0.995 0.884
CNRM-ESM2-1_CCAM [-] 34.3 34.3 36.5 -2.18 2.34 0.343 0.690 0.890 0.977 0.961 0.889
CNRM-ESM2-1_CMIP6 [-] 35.7 35.7 36.6 -0.917 1.25 0.395 0.844 0.890 0.974 1.00 0.925
EC-Earth3_BARPA [-] 37.1 37.1 36.5 0.597 1.14 0.239 0.901 0.865 0.983 0.999 0.932
EC-Earth3_CCAM [-] 36.7 36.7 36.5 0.197 0.987 0.168 0.890 0.906 0.989 0.933 0.936
EC-Earth3_CMIP6 [-] 36.3 36.3 36.5 -0.207 1.06 0.269 0.887 0.885 0.982 0.968 0.934
ERA5_BARPA [-] 36.1 36.1 36.5 -0.445 0.930 0.232 0.907 0.894 0.982 0.984 0.939
ERA5_CCAM [-] 36.0 36.0 36.5 -0.559 0.866 0.153 0.884 0.940 0.990 1.00 0.953
MPI-ESM1-2-HR_BARPA [-] 37.1 37.1 36.5 0.607 0.978 0.189 0.900 0.894 0.987 1.00 0.941
MPI-ESM1-2-HR_CMIP6 [-] 36.7 36.7 36.5 0.208 1.12 0.349 0.927 0.847 0.976 0.998 0.928
NorESM2-MM_BARPA [-] 35.5 35.5 36.5 -1.04 1.94 0.243 0.836 0.783 0.982 0.908 0.875
NorESM2-MM_CCAM [-] 33.7 33.7 36.5 -2.82 3.00 0.242 0.626 0.858 0.984 0.988 0.863
NorESM2-MM_CMIP6 [-] 33.8 33.8 36.5 -2.70 2.87 0.212 0.641 0.863 0.986 0.974 0.864
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 [-] 24.7
ACCESS-CM2_BARPA [-] 24.0 24.0 24.7 -0.755 1.61 0.282 0.864 0.859 0.982 0.979 0.909
ACCESS-CM2_CCAM [-] 25.4 25.4 24.7 0.702 2.22 0.0799 0.818 0.791 0.995 0.948 0.885
ACCESS-CM2_CMIP6 [-] 22.4 22.4 25.4 -3.01 3.92 0.215 0.600 0.801 0.986 0.997 0.795
ACCESS-ESM1-5_BARPA [-] 24.8 24.8 24.7 0.0951 1.48 0.0727 0.861 0.868 0.995 0.966 0.913
ACCESS-ESM1-5_CCAM [-] 25.5 25.5 24.7 0.783 2.21 0.0268 0.801 0.810 0.998 0.935 0.889
ACCESS-ESM1-5_CMIP6 [-] 23.4 23.4 24.9 -1.43 1.94 0.00 0.807 0.830 1.00 0.957 0.867
CESM2_BARPA [-] 22.8 22.8 24.7 -1.91 2.19 0.0557 0.760 0.882 0.996 0.977 0.892
CESM2_CCAM [-] 24.7 24.7 24.7 -0.0193 2.25 0.0836 0.794 0.819 0.995 0.889 0.884
CMCC-ESM2_BARPA [-] 23.5 23.5 24.7 -1.26 1.72 0.0109 0.829 0.876 0.999 0.984 0.910
CMCC-ESM2_CCAM [-] 24.1 24.1 24.7 -0.599 1.28 0.00398 0.870 0.896 1.00 0.990 0.931
CMCC-ESM2_CMIP6 [-] 23.4 23.4 24.9 -1.57 2.60 0.119 0.724 0.812 0.992 0.997 0.743
CNRM-ESM2-1_CCAM [-] 24.8 24.8 24.7 0.0232 1.82 0.973 0.851 0.826 0.937 0.958 0.891
CNRM-ESM2-1_CMIP6 [-] 22.8 22.8 23.6 -0.758 1.65 0.989 0.839 0.834 0.936 0.991 0.868
EC-Earth3_BARPA [-] 25.3 25.3 24.7 0.559 1.55 0.0490 0.843 0.868 0.996 0.974 0.911
EC-Earth3_CCAM [-] 26.5 26.5 24.7 1.73 2.34 0.0281 0.749 0.845 0.998 0.964 0.890
EC-Earth3_CMIP6 [-] 26.0 26.0 24.8 1.12 1.99 0.0288 0.797 0.845 0.998 0.982 0.886
ERA5_BARPA [-] 23.5 23.5 24.8 -1.28 1.56 0.0111 0.832 0.905 0.999 0.990 0.920
ERA5_CCAM [-] 24.9 24.9 24.8 0.141 1.31 0.000985 0.870 0.889 1.00 0.982 0.929
MPI-ESM1-2-HR_BARPA [-] 24.5 24.5 24.7 -0.275 1.72 0.0178 0.847 0.844 0.998 0.944 0.901
MPI-ESM1-2-HR_CMIP6 [-] 24.3 24.3 24.5 -0.204 2.27 0.0972 0.810 0.804 0.988 0.874 0.868
NorESM2-MM_BARPA [-] 22.5 22.5 24.7 -2.23 2.51 0.328 0.726 0.861 0.979 0.993 0.878
NorESM2-MM_CCAM [-] 23.1 23.1 24.7 -1.67 2.25 0.224 0.773 0.851 0.986 0.975 0.887
NorESM2-MM_CMIP6 [-] 22.9 22.9 24.9 -2.04 2.51 0.238 0.729 0.835 0.985 0.979 0.822
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 32.2
ACCESS-CM2_BARPA [-] 32.0 32.0 32.2 -0.191 1.46 0.170 0.927 0.842 0.989 0.976 0.920
ACCESS-CM2_CCAM [-] 33.1 33.1 32.2 0.852 2.01 0.0696 0.865 0.808 0.995 0.991 0.897
ACCESS-CM2_CMIP6 [-] 30.7 30.7 32.3 -1.64 2.41 0.00 0.791 0.856 1.00 0.925 0.884
ACCESS-ESM1-5_BARPA [-] 33.1 33.1 32.2 0.861 1.51 0.0798 0.872 0.870 0.995 0.971 0.914
ACCESS-ESM1-5_CCAM [-] 33.0 33.0 32.2 0.748 1.99 0.0648 0.874 0.804 0.996 0.981 0.899
ACCESS-ESM1-5_CMIP6 [-] 31.5 31.5 32.1 -0.623 1.59 0.0644 0.882 0.865 0.996 0.930 0.919
CESM2_BARPA [-] 31.1 31.1 32.2 -1.17 1.73 0.0685 0.849 0.865 0.995 0.926 0.905
CESM2_CCAM [-] 31.9 31.9 32.2 -0.338 1.63 0.0661 0.889 0.847 0.996 0.930 0.907
CMCC-ESM2_BARPA [-] 31.8 31.8 32.2 -0.386 1.41 0.0646 0.916 0.857 0.996 0.940 0.917
CMCC-ESM2_CCAM [-] 31.7 31.7 32.2 -0.505 1.35 0.0520 0.900 0.879 0.997 0.978 0.926
CMCC-ESM2_CMIP6 [-] 29.9 29.9 32.1 -2.28 2.62 0.0927 0.744 0.878 0.994 0.791 0.831
CNRM-ESM2-1_CCAM [-] 31.4 31.4 32.2 -0.830 1.63 0.345 0.870 0.869 0.978 0.999 0.919
CNRM-ESM2-1_CMIP6 [-] 31.8 31.8 32.3 -0.513 1.18 0.195 0.897 0.896 0.987 0.972 0.930
EC-Earth3_BARPA [-] 33.6 33.6 32.2 1.33 1.88 0.203 0.821 0.862 0.986 0.987 0.904
EC-Earth3_CCAM [-] 34.1 34.1 32.2 1.84 2.21 0.0627 0.768 0.881 0.996 0.982 0.897
EC-Earth3_CMIP6 [-] 33.1 33.1 32.2 0.871 1.72 0.0451 0.831 0.879 0.997 0.953 0.887
ERA5_BARPA [-] 31.6 31.6 32.3 -0.655 1.18 0.0565 0.897 0.908 0.996 0.981 0.936
ERA5_CCAM [-] 32.6 32.6 32.2 0.335 1.21 0.0639 0.900 0.892 0.996 0.991 0.932
MPI-ESM1-2-HR_BARPA [-] 32.6 32.6 32.2 0.357 1.49 0.0634 0.908 0.856 0.996 0.930 0.909
MPI-ESM1-2-HR_CMIP6 [-] 32.4 32.4 32.3 0.149 1.14 0.0452 0.923 0.885 0.997 0.997 0.940
NorESM2-MM_BARPA [-] 30.1 30.1 32.2 -2.12 2.55 0.120 0.758 0.841 0.992 0.974 0.884
NorESM2-MM_CCAM [-] 29.9 29.9 32.2 -2.28 2.71 0.0593 0.743 0.844 0.996 0.983 0.880
NorESM2-MM_CMIP6 [-] 28.9 28.9 32.1 -3.26 3.47 0.0927 0.662 0.862 0.994 0.805 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 [-] 33.1
ACCESS-CM2_BARPA [-] 34.1 34.1 33.1 1.03 1.79 1.17 0.573 0.738 0.894 0.869 0.765
ACCESS-CM2_CCAM [-] 34.3 34.3 33.1 1.19 2.15 1.28 0.565 0.595 0.881 0.965 0.734
ACCESS-CM2_CMIP6 [-] 31.0 31.0 33.0 -2.07 2.71 2.04 0.488 0.579 0.721 0.990 0.682
ACCESS-ESM1-5_BARPA [-] 34.3 34.3 33.1 1.25 1.87 0.726 0.552 0.758 0.942 0.889 0.782
ACCESS-ESM1-5_CCAM [-] 34.9 34.9 33.1 1.72 2.26 0.776 0.485 0.683 0.940 0.967 0.759
ACCESS-ESM1-5_CMIP6 [-] 33.2 33.2 33.5 -0.292 1.47 1.02 0.639 0.626 0.933 0.940 0.767
CESM2_BARPA [-] 34.8 34.8 33.1 1.71 2.15 0.669 0.498 0.755 0.945 0.921 0.777
CESM2_CCAM [-] 34.7 34.7 33.1 1.54 2.13 0.854 0.521 0.650 0.932 0.967 0.754
CMCC-ESM2_BARPA [-] 34.7 34.7 33.1 1.60 2.19 0.813 0.512 0.702 0.933 0.921 0.760
CMCC-ESM2_CCAM [-] 33.4 33.4 33.1 0.256 1.18 0.491 0.738 0.760 0.964 0.991 0.852
CMCC-ESM2_CMIP6 [-] 31.7 31.7 33.3 -1.68 1.86 0.570 0.502 0.716 0.962 0.973 0.780
CNRM-ESM2-1_CCAM [-] 31.5 31.5 33.1 -1.58 1.95 0.958 0.568 0.702 0.922 0.965 0.780
CNRM-ESM2-1_CMIP6 [-] 32.9 32.9 34.1 -1.15 2.09 1.53 0.572 0.617 0.841 0.394 0.607
EC-Earth3_BARPA [-] 33.6 33.6 33.1 0.554 1.37 0.693 0.718 0.723 0.946 0.992 0.831
EC-Earth3_CCAM [-] 32.8 32.8 33.1 -0.333 1.44 0.569 0.746 0.676 0.960 0.999 0.827
EC-Earth3_CMIP6 [-] 32.1 32.1 33.3 -1.23 1.72 0.278 0.612 0.648 0.982 0.985 0.789
ERA5_BARPA [-] 33.7 33.7 33.1 0.560 1.29 0.460 0.679 0.795 0.964 0.949 0.841
ERA5_CCAM [-] 33.1 33.1 33.1 -0.0163 1.19 0.324 0.762 0.743 0.978 0.997 0.856
MPI-ESM1-2-HR_BARPA [-] 33.8 33.8 33.1 0.680 1.68 0.866 0.617 0.698 0.930 0.888 0.774
MPI-ESM1-2-HR_CMIP6 [-] 33.6 33.6 33.2 0.469 1.85 0.887 0.603 0.638 0.925 0.975 0.769
NorESM2-MM_BARPA [-] 34.4 34.4 33.1 1.36 1.74 0.460 0.572 0.780 0.968 0.972 0.818
NorESM2-MM_CCAM [-] 31.9 31.9 33.1 -1.18 1.60 0.438 0.641 0.728 0.969 0.998 0.822
NorESM2-MM_CMIP6 [-] 31.8 31.8 33.3 -1.49 1.78 1.02 0.541 0.672 0.918 0.994 0.769
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 [-] 30.5
ACCESS-CM2_BARPA [-] 28.7 28.7 30.5 23.3 -1.79 2.92 0.931 0.588 0.661 0.893 0.961 0.753
ACCESS-CM2_CCAM [-] 28.6 28.6 30.5 22.9 -1.86 3.08 0.809 0.579 0.652 0.912 0.959 0.751
ACCESS-CM2_CMIP6 [-] 27.9 28.6 30.9 23.4 -2.30 3.07 0.896 0.551 0.660 0.898 0.989 0.752
ACCESS-ESM1-5_BARPA [-] 29.2 29.3 30.5 23.7 -1.26 2.87 0.959 0.578 0.667 0.885 0.957 0.751
ACCESS-ESM1-5_CCAM [-] 28.9 29.0 30.5 23.3 -1.51 2.92 0.827 0.585 0.667 0.905 0.955 0.756
ACCESS-ESM1-5_CMIP6 [-] 28.3 29.0 30.8 23.9 -1.80 2.83 0.855 0.594 0.674 0.913 0.989 0.769
CESM2_BARPA [-] 28.3 28.4 30.5 22.8 -2.12 3.08 0.914 0.584 0.680 0.896 0.941 0.756
CESM2_CCAM [-] 28.3 28.4 30.5 22.7 -2.10 3.00 0.744 0.588 0.683 0.919 0.951 0.765
CMCC-ESM2_BARPA [-] 28.7 28.8 30.5 23.0 -1.74 3.01 0.891 0.585 0.669 0.885 0.949 0.751
CMCC-ESM2_CCAM [-] 28.1 28.1 30.5 22.8 -2.37 2.95 0.721 0.576 0.703 0.915 0.965 0.772
CMCC-ESM2_CMIP6 [-] 27.4 27.9 30.7 22.9 -2.79 3.22 0.755 0.514 0.709 0.912 0.989 0.767
CNRM-ESM2-1_CCAM [-] 27.4 27.4 30.5 21.9 -3.09 3.72 0.826 0.442 0.719 0.916 0.962 0.752
CNRM-ESM2-1_CMIP6 [-] 28.3 29.2 31.1 22.7 -1.91 2.59 0.917 0.593 0.729 0.906 0.990 0.790
EC-Earth3_BARPA [-] 29.3 29.4 30.5 23.6 -1.16 2.88 0.870 0.574 0.669 0.900 0.963 0.755
EC-Earth3_CCAM [-] 29.0 29.1 30.5 23.3 -1.43 2.94 0.773 0.555 0.686 0.908 0.961 0.759
EC-Earth3_CMIP6 [-] 28.6 29.0 30.7 23.1 -1.65 2.89 0.766 0.556 0.693 0.913 0.981 0.767
ERA5_BARPA [-] 28.4 28.5 30.5 22.9 -2.09 2.84 0.703 0.578 0.723 0.924 0.962 0.782
ERA5_CCAM [-] 28.1 28.2 30.5 22.5 -2.31 2.92 0.638 0.559 0.736 0.933 0.961 0.785
MPI-ESM1-2-HR_BARPA [-] 28.6 28.7 30.5 22.5 -1.79 3.03 0.766 0.578 0.688 0.908 0.940 0.761
MPI-ESM1-2-HR_CMIP6 [-] 28.6 29.2 30.7 23.0 -1.55 2.69 0.694 0.632 0.689 0.926 0.964 0.780
NorESM2-MM_BARPA [-] 28.2 28.3 30.5 23.2 -2.26 3.20 0.806 0.561 0.680 0.914 0.962 0.759
NorESM2-MM_CCAM [-] 26.2 26.2 30.5 21.0 -4.28 4.56 0.710 0.401 0.690 0.925 0.957 0.733
NorESM2-MM_CMIP6 [-] 27.1 27.6 30.7 22.9 -3.17 3.53 0.717 0.490 0.723 0.926 0.988 0.770
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 [-] 32.1
ACCESS-CM2_BARPA [-] 30.1 30.2 32.1 29.5 -1.96 2.91 2.32 0.363 0.478 0.651 0.969 0.588
ACCESS-CM2_CCAM [-] 29.7 29.7 32.1 29.1 -2.37 3.07 1.89 0.347 0.488 0.723 0.986 0.606
ACCESS-CM2_CMIP6 [-] 29.9 30.0 32.1 29.5 -2.07 2.71 2.24 0.383 0.469 0.671 0.997 0.598
ACCESS-ESM1-5_BARPA [-] 30.4 30.4 32.1 29.7 -1.72 2.75 1.91 0.377 0.512 0.706 0.971 0.615
ACCESS-ESM1-5_CCAM [-] 30.2 30.2 32.1 29.5 -1.89 2.80 1.94 0.373 0.506 0.699 0.982 0.613
ACCESS-ESM1-5_CMIP6 [-] 30.4 30.5 32.2 30.0 -1.67 2.52 1.81 0.409 0.504 0.747 0.988 0.631
CESM2_BARPA [-] 30.2 30.3 32.1 29.5 -1.86 2.89 1.88 0.350 0.517 0.743 0.947 0.615
CESM2_CCAM [-] 30.3 30.3 32.1 29.5 -1.80 2.76 1.88 0.368 0.491 0.744 0.981 0.615
CMCC-ESM2_BARPA [-] 30.2 30.2 32.1 29.2 -1.89 2.94 2.26 0.348 0.524 0.632 0.945 0.594
CMCC-ESM2_CCAM [-] 29.5 29.6 32.1 28.9 -2.54 3.03 1.52 0.352 0.533 0.774 0.998 0.638
CMCC-ESM2_CMIP6 [-] 29.3 29.4 32.2 28.9 -2.80 3.09 1.41 0.309 0.560 0.794 0.952 0.635
CNRM-ESM2-1_CCAM [-] 27.5 27.6 32.1 26.8 -4.54 4.70 1.66 0.138 0.569 0.752 0.998 0.606
CNRM-ESM2-1_CMIP6 [-] 29.3 29.8 32.5 28.0 -2.67 3.15 1.96 0.298 0.563 0.708 0.935 0.614
EC-Earth3_BARPA [-] 29.6 29.6 32.1 28.7 -2.51 3.18 2.01 0.332 0.490 0.683 0.977 0.594
EC-Earth3_CCAM [-] 29.0 29.0 32.1 28.4 -3.09 3.50 2.06 0.294 0.493 0.672 0.992 0.589
EC-Earth3_CMIP6 [-] 28.7 28.9 32.1 28.0 -3.28 3.63 1.91 0.248 0.519 0.696 0.992 0.595
ERA5_BARPA [-] 29.7 29.8 32.1 28.9 -2.34 2.87 1.27 0.337 0.610 0.815 0.983 0.671
ERA5_CCAM [-] 29.0 29.1 32.1 28.5 -3.04 3.34 1.42 0.285 0.585 0.809 0.998 0.653
MPI-ESM1-2-HR_BARPA [-] 29.8 29.8 32.1 28.9 -2.33 3.12 2.07 0.329 0.513 0.683 0.953 0.598
MPI-ESM1-2-HR_CMIP6 [-] 30.6 30.7 32.1 29.9 -1.39 2.33 1.21 0.400 0.565 0.837 0.995 0.672
NorESM2-MM_BARPA [-] 30.3 30.4 32.1 29.7 -1.75 2.65 1.83 0.373 0.596 0.722 0.983 0.654
NorESM2-MM_CCAM [-] 27.9 27.9 32.1 27.4 -4.21 4.41 1.55 0.168 0.539 0.779 0.998 0.605
NorESM2-MM_CMIP6 [-] 29.6 29.7 32.2 29.2 -2.47 2.79 1.72 0.340 0.602 0.748 0.968 0.652
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 [-] 31.6
ACCESS-CM2_BARPA [-] 31.1 31.1 31.6 -0.445 1.10 0.00 0.928 0.857 1.00 0.996 0.928
ACCESS-CM2_CCAM [-] 31.8 31.8 31.6 0.240 1.62 0.00 0.942 0.779 1.00 1.00 0.900
ACCESS-CM2_CMIP6 [-] 30.3 30.3 31.6 -1.30 2.08 0.00 0.812 0.792 1.00 0.872 0.854
ACCESS-ESM1-5_BARPA [-] 31.9 31.9 31.6 0.338 1.03 0.0741 0.935 0.865 0.995 0.998 0.931
ACCESS-ESM1-5_CCAM [-] 32.0 32.0 31.6 0.414 1.29 0.0284 0.929 0.830 0.998 1.00 0.917
ACCESS-ESM1-5_CMIP6 [-] 31.0 31.0 31.8 -0.870 1.78 0.957 0.842 0.809 0.936 0.894 0.858
CESM2_BARPA [-] 31.0 31.0 31.6 -0.613 1.10 0.104 0.907 0.868 0.993 0.993 0.926
CESM2_CCAM [-] 32.3 32.3 31.6 0.694 1.31 0.110 0.889 0.848 0.993 0.977 0.911
CMCC-ESM2_BARPA [-] 31.5 31.5 31.6 -0.0460 1.13 0.00 0.962 0.839 1.00 0.993 0.927
CMCC-ESM2_CCAM [-] 30.6 30.6 31.6 -1.02 1.26 0.000701 0.853 0.904 1.00 0.992 0.931
CMCC-ESM2_CMIP6 [-] 29.4 29.4 31.6 -2.13 2.40 0.00 0.703 0.882 1.00 0.872 0.868
CNRM-ESM2-1_CCAM [-] 30.1 30.1 31.6 -1.44 2.13 0.987 0.792 0.791 0.936 0.984 0.859
CNRM-ESM2-1_CMIP6 [-] 30.8 30.8 31.9 -1.05 1.71 0.997 0.842 0.813 0.935 0.998 0.880
EC-Earth3_BARPA [-] 32.5 32.5 31.6 0.913 1.22 0.00 0.867 0.883 1.00 0.999 0.927
EC-Earth3_CCAM [-] 32.9 32.9 31.6 1.33 1.81 0.0491 0.812 0.825 0.996 0.990 0.890
EC-Earth3_CMIP6 [-] 32.3 32.3 31.6 0.714 1.48 0.696 0.891 0.827 0.947 0.922 0.883
ERA5_BARPA [-] 30.9 30.9 31.6 -0.696 0.975 0.00 0.895 0.902 1.00 0.994 0.938
ERA5_CCAM [-] 31.0 31.0 31.6 -0.640 1.03 0.000760 0.901 0.894 1.00 1.00 0.938
MPI-ESM1-2-HR_BARPA [-] 32.6 32.6 31.6 1.04 1.33 0.00273 0.847 0.882 1.00 1.00 0.922
MPI-ESM1-2-HR_CMIP6 [-] 32.5 32.5 31.5 0.993 1.63 0.256 0.857 0.820 0.983 0.962 0.889
NorESM2-MM_BARPA [-] 30.0 30.0 31.6 -1.57 2.34 0.00853 0.779 0.759 0.999 0.991 0.858
NorESM2-MM_CCAM [-] 28.9 28.9 31.6 -2.70 3.04 0.00191 0.650 0.803 1.00 0.997 0.850
NorESM2-MM_CMIP6 [-] 28.7 28.7 31.6 -2.83 2.97 0.00 0.638 0.875 1.00 0.935 0.865
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 32.3
ACCESS-CM2_BARPA [-] 32.4 32.4 32.3 0.0434 1.13 0.173 0.866 0.829 0.988 0.998 0.902
ACCESS-CM2_CCAM [-] 33.6 33.6 32.3 1.27 2.02 0.173 0.741 0.734 0.988 0.999 0.839
ACCESS-CM2_CMIP6 [-] 30.7 30.7 31.8 -1.17 1.62 0.106 0.767 0.797 0.993 0.974 0.866
ACCESS-ESM1-5_BARPA [-] 32.8 32.8 32.3 0.504 1.20 0.274 0.855 0.824 0.981 0.997 0.896
ACCESS-ESM1-5_CCAM [-] 33.6 33.6 32.3 1.29 1.79 0.414 0.739 0.793 0.972 0.997 0.859
ACCESS-ESM1-5_CMIP6 [-] 32.5 32.5 32.5 0.0160 1.21 1.03 0.905 0.787 0.918 0.992 0.878
CESM2_BARPA [-] 32.6 32.6 32.3 0.254 1.16 0.509 0.851 0.839 0.964 0.993 0.897
CESM2_CCAM [-] 33.7 33.7 32.3 1.37 1.83 0.431 0.729 0.786 0.971 0.994 0.853
CMCC-ESM2_BARPA [-] 33.1 33.1 32.3 0.740 1.43 0.321 0.826 0.800 0.978 0.981 0.877
CMCC-ESM2_CCAM [-] 33.0 33.0 32.3 0.623 1.10 0.136 0.830 0.871 0.991 0.997 0.912
CMCC-ESM2_CMIP6 [-] 30.3 30.3 32.4 -2.10 2.19 0.122 0.640 0.886 0.992 0.978 0.876
CNRM-ESM2-1_CCAM [-] 31.1 31.1 32.3 -1.27 1.99 0.888 0.761 0.740 0.938 0.972 0.830
CNRM-ESM2-1_CMIP6 [-] 31.1 31.1 32.4 -1.26 1.73 0.562 0.753 0.774 0.962 0.999 0.853
EC-Earth3_BARPA [-] 33.3 33.3 32.3 0.952 1.45 0.264 0.800 0.802 0.978 0.999 0.876
EC-Earth3_CCAM [-] 33.8 33.8 32.3 1.47 2.00 0.455 0.710 0.760 0.956 0.996 0.836
EC-Earth3_CMIP6 [-] 32.4 32.4 32.4 -0.0467 1.16 0.928 0.913 0.791 0.924 0.979 0.880
ERA5_BARPA [-] 32.2 32.2 32.3 -0.112 1.08 0.216 0.863 0.842 0.985 0.995 0.905
ERA5_CCAM [-] 32.6 32.6 32.4 0.243 1.11 0.287 0.868 0.831 0.981 0.999 0.902
MPI-ESM1-2-HR_BARPA [-] 33.5 33.5 32.3 1.19 1.49 0.604 0.762 0.833 0.959 0.995 0.876
MPI-ESM1-2-HR_CMIP6 [-] 33.2 33.2 32.3 0.894 1.34 0.851 0.815 0.818 0.943 0.951 0.869
NorESM2-MM_BARPA [-] 32.2 32.2 32.3 -0.138 1.59 0.425 0.835 0.757 0.971 0.972 0.858
NorESM2-MM_CCAM [-] 31.0 31.0 32.3 -1.32 1.81 0.272 0.752 0.803 0.982 0.980 0.864
NorESM2-MM_CMIP6 [-] 30.4 30.4 32.4 -2.01 2.24 0.0620 0.646 0.850 0.996 0.917 0.852
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 28.4
ACCESS-CM2_BARPA [-] 28.1 28.1 28.5 -0.387 1.46 0.0291 0.880 0.805 0.998 0.982 0.894
ACCESS-CM2_CCAM [-] 29.6 29.6 28.4 1.15 2.26 0.0285 0.783 0.732 0.998 0.959 0.841
ACCESS-CM2_CMIP6 [-] 27.1 27.1 28.6 -1.58 2.14 0.00 0.741 0.788 1.00 0.998 0.863
ACCESS-ESM1-5_BARPA [-] 28.7 28.7 28.5 0.267 1.43 0.237 0.877 0.809 0.984 0.987 0.893
ACCESS-ESM1-5_CCAM [-] 29.4 29.4 28.4 0.935 1.76 0.0285 0.814 0.795 0.998 0.982 0.877
ACCESS-ESM1-5_CMIP6 [-] 28.2 28.2 27.9 0.226 2.39 1.03 0.760 0.775 0.930 0.963 0.841
CESM2_BARPA [-] 27.6 27.6 28.5 -0.878 1.43 0.233 0.848 0.844 0.984 0.987 0.901
CESM2_CCAM [-] 29.9 29.9 28.4 1.44 2.23 0.161 0.754 0.761 0.989 0.982 0.849
CMCC-ESM2_BARPA [-] 27.9 27.9 28.5 -0.530 1.40 0.0339 0.879 0.822 0.998 0.990 0.902
CMCC-ESM2_CCAM [-] 27.7 27.7 28.4 -0.693 1.31 0.0593 0.863 0.855 0.996 0.980 0.910
CMCC-ESM2_CMIP6 [-] 26.8 26.8 28.4 -1.58 1.87 0.00 0.758 0.852 1.00 0.597 0.812
CNRM-ESM2-1_CCAM [-] 28.1 28.1 28.4 -0.346 2.04 1.02 0.861 0.730 0.930 0.975 0.845
CNRM-ESM2-1_CMIP6 [-] 27.2 27.2 27.8 -0.610 1.55 0.983 0.872 0.792 0.937 0.816 0.842
EC-Earth3_BARPA [-] 29.1 29.1 28.5 0.605 1.71 0.549 0.853 0.780 0.941 0.994 0.870
EC-Earth3_CCAM [-] 30.1 30.1 28.4 1.71 2.47 0.286 0.721 0.754 0.978 0.979 0.837
EC-Earth3_CMIP6 [-] 29.7 29.7 28.4 1.27 2.50 1.13 0.719 0.757 0.901 0.970 0.821
ERA5_BARPA [-] 27.5 27.5 28.5 -0.989 1.47 0.0361 0.835 0.852 0.998 0.987 0.905
ERA5_CCAM [-] 28.3 28.3 28.4 -0.146 1.16 0.0613 0.891 0.856 0.996 0.982 0.916
MPI-ESM1-2-HR_BARPA [-] 29.8 29.8 28.5 1.38 2.06 0.0718 0.771 0.778 0.995 0.981 0.861
MPI-ESM1-2-HR_CMIP6 [-] 30.0 30.0 28.4 1.57 2.59 0.175 0.701 0.760 0.988 0.969 0.836
NorESM2-MM_BARPA [-] 26.6 26.6 28.5 -1.83 2.34 0.364 0.726 0.781 0.976 0.992 0.851
NorESM2-MM_CCAM [-] 27.1 27.1 28.4 -1.30 2.04 0.0402 0.798 0.784 0.997 0.974 0.867
NorESM2-MM_CMIP6 [-] 26.7 26.7 28.4 -1.70 2.14 0.00 0.742 0.802 1.00 0.675 0.804
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 [-] 35.5
ACCESS-CM2_BARPA [-] 36.1 36.1 35.5 0.611 1.35 0.849 0.816 0.744 0.941 0.984 0.846
ACCESS-CM2_CCAM [-] 36.1 36.1 35.5 0.644 1.63 0.582 0.795 0.690 0.960 0.928 0.812
ACCESS-CM2_CMIP6 [-] 34.6 34.6 35.5 -0.869 1.73 0.868 0.765 0.661 0.936 0.994 0.803
ACCESS-ESM1-5_BARPA [-] 36.6 36.6 35.5 1.05 1.59 0.846 0.737 0.741 0.916 0.991 0.825
ACCESS-ESM1-5_CCAM [-] 36.4 36.4 35.5 0.918 1.40 0.275 0.759 0.773 0.982 0.953 0.848
ACCESS-ESM1-5_CMIP6 [-] 35.0 35.0 35.3 -0.287 1.58 0.411 0.794 0.709 0.967 0.998 0.835
CESM2_BARPA [-] 36.7 36.7 35.5 1.22 1.82 0.991 0.701 0.712 0.928 0.981 0.807
CESM2_CCAM [-] 36.3 36.3 35.5 0.757 1.52 0.363 0.758 0.734 0.976 0.974 0.835
CMCC-ESM2_BARPA [-] 37.0 37.0 35.5 1.52 2.11 0.810 0.648 0.681 0.938 0.979 0.785
CMCC-ESM2_CCAM [-] 35.3 35.3 35.5 -0.180 0.805 0.106 0.848 0.879 0.993 0.938 0.907
CMCC-ESM2_CMIP6 [-] 33.3 33.3 35.5 -2.15 2.30 0.652 0.550 0.835 0.945 0.982 0.830
CNRM-ESM2-1_CCAM [-] 33.1 33.1 35.5 -2.39 2.62 0.206 0.516 0.763 0.986 0.934 0.793
CNRM-ESM2-1_CMIP6 [-] 34.5 34.5 35.2 -0.631 1.51 0.488 0.804 0.703 0.967 0.987 0.833
EC-Earth3_BARPA [-] 36.2 36.2 35.5 0.734 1.58 0.831 0.815 0.701 0.943 0.972 0.826
EC-Earth3_CCAM [-] 35.0 35.0 35.5 -0.472 1.25 0.241 0.800 0.776 0.984 0.938 0.855
EC-Earth3_CMIP6 [-] 34.1 34.1 35.5 -1.34 1.79 0.336 0.680 0.735 0.978 0.967 0.819
ERA5_BARPA [-] 35.9 35.9 35.5 0.341 1.10 0.741 0.854 0.791 0.949 0.978 0.873
ERA5_CCAM [-] 34.9 34.9 35.5 -0.594 1.03 0.350 0.805 0.853 0.977 0.958 0.889
MPI-ESM1-2-HR_BARPA [-] 36.4 36.4 35.5 0.897 1.57 0.307 0.770 0.714 0.978 0.977 0.831
MPI-ESM1-2-HR_CMIP6 [-] 35.6 35.6 35.4 0.147 1.55 0.310 0.854 0.673 0.977 0.986 0.832
NorESM2-MM_BARPA [-] 36.4 36.4 35.5 0.927 1.67 0.892 0.762 0.716 0.937 0.979 0.822
NorESM2-MM_CCAM [-] 33.2 33.2 35.5 -2.30 2.48 0.202 0.528 0.796 0.987 0.944 0.810
NorESM2-MM_CMIP6 [-] 33.2 33.2 35.5 -2.30 2.44 0.712 0.535 0.802 0.952 0.897 0.798
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 [-] 37.0
ACCESS-CM2_BARPA [-] 37.9 37.9 37.0 0.926 1.67 0.887 0.691 0.683 0.924 0.999 0.796
ACCESS-CM2_CCAM [-] 37.1 37.1 37.0 0.171 1.66 0.528 0.782 0.607 0.964 0.999 0.792
ACCESS-CM2_CMIP6 [-] 36.6 36.6 36.9 -0.276 1.63 1.02 0.792 0.590 0.909 0.975 0.771
ACCESS-ESM1-5_BARPA [-] 38.4 38.4 37.0 1.48 2.01 0.853 0.578 0.703 0.915 0.997 0.779
ACCESS-ESM1-5_CCAM [-] 38.0 38.0 37.0 1.05 1.86 0.620 0.675 0.619 0.957 0.999 0.774
ACCESS-ESM1-5_CMIP6 [-] 37.4 37.4 37.1 0.395 1.71 0.850 0.728 0.633 0.940 0.991 0.785
CESM2_BARPA [-] 38.7 38.7 37.0 1.69 2.35 1.21 0.536 0.636 0.874 1.00 0.736
CESM2_CCAM [-] 37.9 37.9 37.0 0.918 1.90 0.789 0.690 0.605 0.939 0.999 0.768
CMCC-ESM2_BARPA [-] 38.8 38.8 37.0 1.81 2.49 1.18 0.514 0.618 0.879 0.997 0.726
CMCC-ESM2_CCAM [-] 36.1 36.1 37.0 -0.895 1.66 0.814 0.700 0.671 0.929 0.991 0.792
CMCC-ESM2_CMIP6 [-] 34.8 34.8 36.9 -2.11 2.57 1.30 0.505 0.646 0.857 0.964 0.724
CNRM-ESM2-1_CCAM [-] 34.4 34.4 37.0 -2.50 2.71 0.632 0.442 0.756 0.952 0.998 0.781
CNRM-ESM2-1_CMIP6 [-] 37.1 37.1 37.0 0.132 1.10 0.647 0.786 0.741 0.957 0.974 0.840
EC-Earth3_BARPA [-] 37.8 37.8 37.0 0.847 1.64 0.731 0.712 0.677 0.945 0.987 0.800
EC-Earth3_CCAM [-] 35.6 35.6 37.0 -1.34 2.09 0.306 0.631 0.616 0.980 0.991 0.767
EC-Earth3_CMIP6 [-] 35.0 35.0 36.9 -1.93 2.78 0.400 0.529 0.535 0.973 0.999 0.714
ERA5_BARPA [-] 37.6 37.6 37.0 0.609 1.33 0.680 0.759 0.742 0.940 0.999 0.836
ERA5_CCAM [-] 36.2 36.2 37.0 -0.781 1.43 0.437 0.725 0.721 0.970 0.991 0.826
MPI-ESM1-2-HR_BARPA [-] 38.1 38.1 37.0 1.17 1.87 0.741 0.637 0.656 0.944 0.994 0.777
MPI-ESM1-2-HR_CMIP6 [-] 37.4 37.4 37.0 0.443 1.29 0.589 0.794 0.700 0.961 0.999 0.831
NorESM2-MM_BARPA [-] 38.0 38.0 37.0 1.08 1.92 0.809 0.656 0.654 0.936 0.997 0.779
NorESM2-MM_CCAM [-] 34.9 34.9 37.0 -2.07 2.42 0.588 0.518 0.686 0.960 0.999 0.770
NorESM2-MM_CMIP6 [-] 35.5 35.5 36.9 -1.43 1.88 0.764 0.607 0.722 0.939 0.999 0.798
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 [-] 30.4
ACCESS-CM2_BARPA [-] 30.0 30.0 30.3 -0.369 1.27 0.0126 0.943 0.872 0.999 0.988 0.935
ACCESS-CM2_CCAM [-] 30.7 30.7 30.4 0.380 1.89 0.00195 0.930 0.805 1.00 0.998 0.907
ACCESS-CM2_CMIP6 [-] 29.2 29.2 30.2 -1.04 2.05 0.00 0.852 0.827 1.00 0.975 0.896
ACCESS-ESM1-5_BARPA [-] 30.9 30.9 30.3 0.546 1.22 0.00103 0.913 0.891 1.00 0.985 0.936
ACCESS-ESM1-5_CCAM [-] 31.0 31.0 30.4 0.653 1.70 0.00323 0.911 0.832 1.00 1.00 0.915
ACCESS-ESM1-5_CMIP6 [-] 29.4 29.4 30.2 -0.861 1.80 0.173 0.860 0.855 0.988 0.987 0.909
CESM2_BARPA [-] 29.3 29.3 30.3 -1.01 1.33 0.00 0.883 0.909 1.00 0.980 0.936
CESM2_CCAM [-] 30.8 30.8 30.4 0.432 1.27 0.00 0.920 0.883 1.00 1.00 0.937
CMCC-ESM2_BARPA [-] 29.7 29.7 30.3 -0.625 1.33 0.00 0.924 0.875 1.00 0.985 0.932
CMCC-ESM2_CCAM [-] 29.3 29.3 30.4 -1.04 1.39 0.00 0.875 0.912 1.00 0.993 0.938
CMCC-ESM2_CMIP6 [-] 28.6 28.6 30.3 -1.66 1.98 0.00 0.805 0.905 1.00 0.999 0.923
CNRM-ESM2-1_CCAM [-] 29.9 29.9 30.4 -0.508 1.45 0.658 0.918 0.862 0.958 0.999 0.920
CNRM-ESM2-1_CMIP6 [-] 30.4 30.4 30.3 0.0555 0.905 0.983 0.948 0.907 0.937 1.00 0.940
EC-Earth3_BARPA [-] 31.4 31.4 30.3 1.10 1.40 0.00 0.863 0.917 1.00 0.993 0.938
EC-Earth3_CCAM [-] 32.0 32.0 30.4 1.63 1.95 0.00 0.813 0.886 1.00 1.00 0.917
EC-Earth3_CMIP6 [-] 31.6 31.6 30.2 1.34 1.74 0.00 0.844 0.875 1.00 0.973 0.914
ERA5_BARPA [-] 29.5 29.5 30.4 -0.908 1.17 0.00 0.892 0.925 1.00 0.987 0.946
ERA5_CCAM [-] 30.1 30.1 30.4 -0.301 1.09 0.00 0.926 0.904 1.00 0.999 0.947
MPI-ESM1-2-HR_BARPA [-] 31.1 31.1 30.3 0.725 1.40 0.00 0.893 0.884 1.00 0.979 0.928
MPI-ESM1-2-HR_CMIP6 [-] 30.9 30.9 30.4 0.485 1.71 0.00 0.906 0.840 1.00 0.998 0.917
NorESM2-MM_BARPA [-] 28.4 28.4 30.3 -1.96 2.50 0.00811 0.783 0.829 0.999 0.992 0.887
NorESM2-MM_CCAM [-] 27.8 27.8 30.4 -2.58 2.90 0.00451 0.726 0.857 1.00 0.998 0.887
NorESM2-MM_CMIP6 [-] 27.4 27.4 30.3 -2.85 3.15 0.00 0.700 0.857 1.00 0.985 0.880
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 [-] 37.1
ACCESS-CM2_BARPA [-] 36.9 36.9 37.1 -0.197 1.12 0.385 0.922 0.831 0.973 0.975 0.906
ACCESS-CM2_CCAM [-] 36.7 36.7 37.1 -0.436 1.37 0.386 0.907 0.799 0.974 0.998 0.895
ACCESS-CM2_CMIP6 [-] 35.7 35.7 37.1 -1.44 1.89 0.348 0.769 0.810 0.977 0.990 0.871
ACCESS-ESM1-5_BARPA [-] 37.6 37.6 37.1 0.523 1.16 0.465 0.901 0.834 0.958 0.969 0.899
ACCESS-ESM1-5_CCAM [-] 37.3 37.3 37.1 0.174 1.13 0.513 0.923 0.832 0.966 0.993 0.909
ACCESS-ESM1-5_CMIP6 [-] 36.0 36.0 37.1 -1.14 1.75 0.616 0.808 0.802 0.959 0.975 0.869
CESM2_BARPA [-] 37.2 37.2 37.1 0.0721 1.08 0.382 0.915 0.838 0.971 0.947 0.902
CESM2_CCAM [-] 36.3 36.3 37.1 -0.799 1.24 0.287 0.855 0.865 0.980 0.997 0.912
CMCC-ESM2_BARPA [-] 37.5 37.5 37.1 0.410 1.32 0.379 0.896 0.804 0.971 0.957 0.887
CMCC-ESM2_CCAM [-] 36.1 36.1 37.1 -1.03 1.27 0.308 0.828 0.882 0.979 1.00 0.914
CMCC-ESM2_CMIP6 [-] 35.2 35.2 37.1 -1.91 2.15 0.680 0.703 0.841 0.930 1.00 0.863
CNRM-ESM2-1_CCAM [-] 34.6 34.6 37.1 -2.55 2.67 0.462 0.624 0.878 0.969 0.998 0.869
CNRM-ESM2-1_CMIP6 [-] 36.1 36.1 37.2 -1.08 1.35 0.533 0.813 0.879 0.965 0.982 0.904
EC-Earth3_BARPA [-] 37.5 37.5 37.1 0.374 1.09 0.369 0.921 0.836 0.973 0.993 0.912
EC-Earth3_CCAM [-] 36.8 36.8 37.1 -0.275 0.854 0.257 0.904 0.895 0.983 0.982 0.932
EC-Earth3_CMIP6 [-] 36.5 36.5 37.1 -0.622 1.12 0.383 0.872 0.867 0.974 0.998 0.915
ERA5_BARPA [-] 36.7 36.7 37.1 -0.412 0.942 0.361 0.907 0.875 0.973 0.978 0.921
ERA5_CCAM [-] 36.4 36.4 37.1 -0.752 0.927 0.236 0.861 0.939 0.984 0.994 0.944
MPI-ESM1-2-HR_BARPA [-] 37.6 37.6 37.1 0.458 0.890 0.290 0.912 0.879 0.980 0.997 0.930
MPI-ESM1-2-HR_CMIP6 [-] 37.3 37.3 37.1 0.162 1.18 0.483 0.927 0.819 0.967 0.998 0.906
NorESM2-MM_BARPA [-] 36.4 36.4 37.1 -0.726 1.81 0.372 0.859 0.756 0.972 0.919 0.853
NorESM2-MM_CCAM [-] 34.3 34.3 37.1 -2.86 2.98 0.374 0.594 0.867 0.975 0.972 0.855
NorESM2-MM_CMIP6 [-] 34.4 34.4 37.1 -2.69 2.82 0.330 0.615 0.867 0.978 0.959 0.857
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 [-] 35.5
ACCESS-CM2_BARPA [-] 35.4 35.4 35.5 -0.120 1.01 0.138 0.935 0.888 0.991 0.982 0.937
ACCESS-CM2_CCAM [-] 35.5 35.5 35.5 0.0313 1.33 0.0243 0.927 0.847 0.998 0.999 0.924
ACCESS-CM2_CMIP6 [-] 34.1 34.1 35.5 -1.38 1.73 0.0156 0.824 0.877 0.999 0.982 0.912
ACCESS-ESM1-5_BARPA [-] 36.3 36.3 35.5 0.824 1.17 0.0227 0.884 0.904 0.998 0.979 0.934
ACCESS-ESM1-5_CCAM [-] 35.7 35.7 35.5 0.225 1.30 0.0394 0.926 0.854 0.997 0.997 0.926
ACCESS-ESM1-5_CMIP6 [-] 34.6 34.6 35.5 -0.821 1.51 0.326 0.878 0.859 0.978 0.995 0.914
CESM2_BARPA [-] 35.1 35.1 35.5 -0.378 1.07 0.0161 0.914 0.894 0.999 0.942 0.928
CESM2_CCAM [-] 34.9 34.9 35.5 -0.614 1.10 0.00974 0.892 0.912 0.999 0.995 0.942
CMCC-ESM2_BARPA [-] 35.5 35.5 35.5 -0.0231 1.27 0.0218 0.932 0.853 0.999 0.963 0.920
CMCC-ESM2_CCAM [-] 34.6 34.6 35.5 -0.886 1.25 0.0277 0.872 0.904 0.998 0.997 0.935
CMCC-ESM2_CMIP6 [-] 33.6 33.6 35.4 -1.79 1.95 0.0307 0.778 0.904 0.998 0.926 0.902
CNRM-ESM2-1_CCAM [-] 33.9 33.9 35.5 -1.58 1.79 0.147 0.798 0.909 0.991 0.981 0.918
CNRM-ESM2-1_CMIP6 [-] 35.0 35.0 35.6 -0.638 1.08 0.154 0.899 0.910 0.990 0.994 0.941
EC-Earth3_BARPA [-] 36.5 36.5 35.5 0.965 1.22 0.0243 0.868 0.913 0.998 0.996 0.938
EC-Earth3_CCAM [-] 36.5 36.5 35.5 0.975 1.21 0.0197 0.868 0.923 0.999 0.993 0.941
EC-Earth3_CMIP6 [-] 36.0 36.0 35.5 0.472 0.955 0.0846 0.912 0.915 0.994 1.00 0.947
ERA5_BARPA [-] 35.0 35.0 35.5 -0.499 0.911 0.0208 0.907 0.927 0.999 0.977 0.947
ERA5_CCAM [-] 35.3 35.3 35.5 -0.240 0.767 0.0183 0.921 0.942 0.999 0.992 0.959
MPI-ESM1-2-HR_BARPA [-] 36.3 36.3 35.5 0.853 1.12 0.0212 0.882 0.917 0.999 0.993 0.942
MPI-ESM1-2-HR_CMIP6 [-] 35.8 35.8 35.5 0.284 1.03 0.129 0.928 0.891 0.991 0.945 0.929
NorESM2-MM_BARPA [-] 33.9 33.9 35.5 -1.56 2.14 0.0290 0.798 0.828 0.998 0.952 0.881
NorESM2-MM_CCAM [-] 32.7 32.7 35.5 -2.75 3.03 0.0248 0.680 0.844 0.998 0.976 0.868
NorESM2-MM_CMIP6 [-] 32.7 32.7 35.4 -2.73 2.96 0.0222 0.682 0.858 0.999 0.948 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 [-] 21.9
ACCESS-CM2_BARPA [-] 21.0 21.0 21.8 -0.868 1.29 0.187 0.855 0.886 0.986 0.971 0.917
ACCESS-CM2_CCAM [-] 22.3 22.3 21.9 0.363 1.77 0.259 0.866 0.792 0.983 0.971 0.881
ACCESS-CM2_CMIP6 [-] 20.5 20.5 22.1 -1.64 2.84 0.00 0.692 0.821 1.00 0.876 0.842
ACCESS-ESM1-5_BARPA [-] 21.8 21.8 21.8 -0.0370 1.13 0.0950 0.883 0.883 0.993 0.940 0.916
ACCESS-ESM1-5_CCAM [-] 22.3 22.3 21.9 0.417 1.65 0.125 0.864 0.812 0.992 0.977 0.891
ACCESS-ESM1-5_CMIP6 [-] 19.1 19.1 22.2 -3.08 3.33 0.00 0.545 0.779 1.00 1.00 0.821
CESM2_BARPA [-] 19.7 19.7 21.8 -2.16 2.30 0.164 0.703 0.889 0.988 0.972 0.888
CESM2_CCAM [-] 20.8 20.8 21.9 -1.08 1.82 0.0641 0.820 0.831 0.996 0.967 0.889
CMCC-ESM2_BARPA [-] 20.5 20.5 21.8 -1.33 1.57 0.0558 0.805 0.889 0.994 0.970 0.909
CMCC-ESM2_CCAM [-] 21.4 21.4 21.9 -0.524 1.05 0.00652 0.887 0.900 0.999 0.999 0.937
CMCC-ESM2_CMIP6 [-] 20.0 20.0 21.6 -1.67 2.31 0.495 0.741 0.756 0.968 0.0944 0.663
CNRM-ESM2-1_CCAM [-] 21.9 21.9 21.9 -0.00504 1.36 0.986 0.885 0.842 0.937 0.986 0.898
CNRM-ESM2-1_CMIP6 [-] 21.5 21.5 22.6 -1.09 1.76 0.983 0.839 0.819 0.937 0.492 0.781
EC-Earth3_BARPA [-] 22.2 22.2 21.8 0.421 1.17 0.0477 0.872 0.882 0.995 0.957 0.918
EC-Earth3_CCAM [-] 23.4 23.4 21.9 1.50 1.96 0.00652 0.758 0.857 1.00 0.989 0.892
EC-Earth3_CMIP6 [-] 22.2 22.2 21.7 0.440 1.02 0.00 0.865 0.915 1.00 0.945 0.928
ERA5_BARPA [-] 20.5 20.5 21.9 -1.35 1.49 0.0240 0.802 0.917 0.998 0.977 0.922
ERA5_CCAM [-] 22.1 22.1 22.0 0.132 1.13 0.00644 0.877 0.896 1.00 0.979 0.930
MPI-ESM1-2-HR_BARPA [-] 21.0 21.0 21.8 -0.843 1.50 0.0632 0.848 0.849 0.993 0.944 0.896
MPI-ESM1-2-HR_CMIP6 [-] 21.4 21.4 22.2 -0.772 1.39 0.00 0.894 0.854 1.00 0.991 0.919
NorESM2-MM_BARPA [-] 19.6 19.6 21.8 -2.21 2.36 0.875 0.697 0.879 0.944 0.985 0.877
NorESM2-MM_CCAM [-] 20.1 20.1 21.9 -1.81 2.23 0.380 0.747 0.841 0.976 0.977 0.876
NorESM2-MM_CMIP6 [-] 20.1 20.1 21.6 -1.53 1.69 0.00 0.755 0.886 1.00 0.765 0.859
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 [-] 21.0
ACCESS-CM2_BARPA [-] 19.5 19.5 21.0 -1.57 1.88 0.456 0.783 0.873 0.971 0.950 0.890
ACCESS-CM2_CCAM [-] 20.1 20.1 21.0 -0.893 1.76 0.203 0.812 0.843 0.987 0.972 0.891
ACCESS-CM2_CMIP6 [-] 17.1 17.1 21.4 -4.28 4.80 0.983 0.464 0.676 0.937 1.00 0.751
ACCESS-ESM1-5_BARPA [-] 20.0 20.0 21.0 -1.00 1.51 0.136 0.818 0.890 0.991 0.961 0.910
ACCESS-ESM1-5_CCAM [-] 19.8 19.8 21.0 -1.20 1.84 0.0302 0.792 0.866 0.998 0.961 0.896
ACCESS-ESM1-5_CMIP6 [-] 19.2 19.2 21.0 -1.83 2.62 0.00 0.783 0.768 1.00 0.900 0.844
CESM2_BARPA [-] 18.2 18.2 21.0 -2.80 2.95 0.140 0.632 0.865 0.991 0.952 0.861
CESM2_CCAM [-] 18.5 18.5 21.0 -2.49 2.72 0.376 0.679 0.855 0.976 0.980 0.869
CMCC-ESM2_BARPA [-] 19.1 19.1 21.0 -1.95 2.13 0.0119 0.737 0.882 0.999 0.966 0.893
CMCC-ESM2_CCAM [-] 19.8 19.8 21.0 -1.20 1.76 0.0152 0.788 0.876 0.999 0.968 0.901
CMCC-ESM2_CMIP6 [-] 19.4 19.4 20.8 -1.38 3.53 0.333 0.582 0.750 0.979 0.868 0.786
CNRM-ESM2-1_CCAM [-] 19.4 19.4 21.0 -1.58 2.17 0.982 0.755 0.846 0.937 0.974 0.872
CNRM-ESM2-1_CMIP6 [-] 20.6 20.6 21.1 -0.463 1.93 0.983 0.761 0.816 0.937 0.976 0.861
EC-Earth3_BARPA [-] 20.8 20.8 21.0 -0.245 1.33 0.0524 0.836 0.874 0.996 0.974 0.911
EC-Earth3_CCAM [-] 21.3 21.3 21.0 0.367 1.54 0.138 0.818 0.864 0.991 0.981 0.904
EC-Earth3_CMIP6 [-] 21.4 21.4 21.1 0.367 1.84 0.00 0.790 0.835 1.00 0.832 0.858
ERA5_BARPA [-] 19.4 19.4 21.0 -1.65 1.80 0.0177 0.772 0.902 0.999 0.969 0.909
ERA5_CCAM [-] 20.3 20.3 21.0 -0.696 1.38 0.00 0.829 0.894 1.00 0.979 0.919
MPI-ESM1-2-HR_BARPA [-] 19.3 19.3 21.0 -1.69 2.01 0.0347 0.766 0.861 0.997 0.965 0.890
MPI-ESM1-2-HR_CMIP6 [-] 18.8 18.8 21.5 -2.67 3.24 0.386 0.650 0.809 0.954 0.859 0.816
NorESM2-MM_BARPA [-] 18.4 18.4 21.0 -2.66 2.81 0.675 0.650 0.865 0.957 0.961 0.860
NorESM2-MM_CCAM [-] 18.1 18.1 21.0 -2.83 3.02 0.673 0.636 0.850 0.957 0.975 0.854
NorESM2-MM_CMIP6 [-] 19.0 19.0 20.8 -1.80 2.45 0.983 0.692 0.824 0.937 0.976 0.851
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 [-] 25.7
ACCESS-CM2_BARPA [-] 25.3 25.3 25.8 -0.525 1.70 0.00699 0.860 0.839 1.00 0.962 0.900
ACCESS-CM2_CCAM [-] 27.3 27.3 25.7 1.59 2.63 0.00 0.759 0.761 1.00 0.941 0.844
ACCESS-CM2_CMIP6 [-] 24.9 24.9 26.8 -1.88 3.41 0.00 0.630 0.806 1.00 0.883 0.825
ACCESS-ESM1-5_BARPA [-] 26.3 26.3 25.8 0.486 1.73 0.0832 0.833 0.838 0.994 0.947 0.890
ACCESS-ESM1-5_CCAM [-] 27.6 27.6 25.7 1.87 2.71 0.00461 0.729 0.779 1.00 0.956 0.849
ACCESS-ESM1-5_CMIP6 [-] 25.2 25.2 26.2 -1.01 1.39 0.00 0.844 0.856 1.00 0.827 0.876
CESM2_BARPA [-] 24.4 24.4 25.8 -1.48 1.93 0.00 0.811 0.873 1.00 0.971 0.906
CESM2_CCAM [-] 27.4 27.4 25.7 1.67 2.65 0.00 0.743 0.776 1.00 0.943 0.848
CMCC-ESM2_BARPA [-] 24.8 24.8 25.8 -1.06 1.73 0.00 0.842 0.861 1.00 0.972 0.907
CMCC-ESM2_CCAM [-] 25.4 25.4 25.7 -0.365 1.31 0.00 0.866 0.889 1.00 0.961 0.921
CMCC-ESM2_CMIP6 [-] 24.5 24.5 25.2 -0.740 1.95 0.00 0.779 0.829 1.00 0.0985 0.707
CNRM-ESM2-1_CCAM [-] 26.5 26.5 25.7 0.812 2.05 0.979 0.828 0.792 0.936 0.951 0.860
CNRM-ESM2-1_CMIP6 [-] 24.7 24.7 25.3 -0.584 1.18 1.00 0.917 0.864 0.935 0.919 0.900
EC-Earth3_BARPA [-] 26.4 26.4 25.8 0.565 1.69 0.0876 0.835 0.842 0.994 0.968 0.896
EC-Earth3_CCAM [-] 28.0 28.0 25.7 2.30 2.84 0.00 0.693 0.810 1.00 0.971 0.857
EC-Earth3_CMIP6 [-] 27.9 27.9 25.9 1.96 2.74 0.0886 0.717 0.794 0.994 0.978 0.856
ERA5_BARPA [-] 24.5 24.5 25.9 -1.39 1.73 0.0108 0.823 0.890 0.999 0.983 0.917
ERA5_CCAM [-] 26.2 26.2 25.8 0.408 1.38 0.00 0.856 0.881 1.00 0.968 0.917
MPI-ESM1-2-HR_BARPA [-] 26.3 26.3 25.8 0.481 1.92 0.00 0.824 0.816 1.00 0.938 0.879
MPI-ESM1-2-HR_CMIP6 [-] 27.2 27.2 25.5 1.67 2.83 0.00 0.761 0.727 1.00 0.948 0.833
NorESM2-MM_BARPA [-] 23.7 23.7 25.8 -2.14 2.52 0.166 0.738 0.842 0.989 0.980 0.878
NorESM2-MM_CCAM [-] 25.0 25.0 25.7 -0.743 1.84 0.0228 0.846 0.826 0.998 0.966 0.893
NorESM2-MM_CMIP6 [-] 23.9 23.9 25.2 -1.36 2.00 0.00 0.778 0.817 1.00 0.628 0.808
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 27.6
ACCESS-CM2_BARPA [-] 27.1 27.1 27.5 -0.414 1.47 0.548 0.931 0.859 0.965 0.856 0.894
ACCESS-CM2_CCAM [-] 28.4 28.4 27.6 0.851 2.25 0.00181 0.873 0.793 1.00 0.881 0.868
ACCESS-CM2_CMIP6 [-] 22.8 22.8 27.4 -4.61 4.85 0.328 0.555 0.823 0.979 0.366 0.709
ACCESS-ESM1-5_BARPA [-] 28.0 28.0 27.5 0.450 1.34 0.00432 0.912 0.881 1.00 0.844 0.903
ACCESS-ESM1-5_CCAM [-] 28.5 28.5 27.6 0.951 2.14 0.00 0.865 0.809 1.00 0.921 0.881
ACCESS-ESM1-5_CMIP6 [-] 26.7 26.7 27.6 -0.925 1.48 0.00 0.895 0.875 1.00 0.720 0.873
CESM2_BARPA [-] 25.8 25.8 27.5 -1.69 1.93 0.00861 0.817 0.899 0.999 0.866 0.896
CESM2_CCAM [-] 27.7 27.7 27.6 0.0901 1.66 0.00 0.922 0.841 1.00 0.913 0.904
CMCC-ESM2_BARPA [-] 26.5 26.5 27.5 -0.975 1.48 0.00 0.888 0.884 1.00 0.862 0.904
CMCC-ESM2_CCAM [-] 27.0 27.0 27.6 -0.527 1.04 0.00 0.924 0.918 1.00 0.920 0.936
CMCC-ESM2_CMIP6 [-] 25.5 25.5 28.1 -2.65 2.98 0.00 0.729 0.846 1.00 0.244 0.733
CNRM-ESM2-1_CCAM [-] 27.7 27.7 27.6 0.134 1.55 0.953 0.927 0.847 0.939 0.936 0.899
CNRM-ESM2-1_CMIP6 [-] 25.9 25.9 27.3 -1.49 2.08 0.983 0.823 0.827 0.937 1.00 0.883
EC-Earth3_BARPA [-] 28.7 28.7 27.5 1.19 1.71 0.00 0.842 0.889 1.00 0.819 0.888
EC-Earth3_CCAM [-] 29.6 29.6 27.6 2.05 2.45 0.00 0.766 0.872 1.00 0.925 0.887
EC-Earth3_CMIP6 [-] 28.7 28.7 27.6 1.07 1.77 0.00 0.850 0.871 1.00 0.742 0.867
ERA5_BARPA [-] 26.7 26.7 27.6 -0.874 1.22 0.00 0.901 0.918 1.00 0.830 0.913
ERA5_CCAM [-] 28.0 28.0 27.6 0.380 1.26 0.00 0.913 0.891 1.00 0.907 0.921
MPI-ESM1-2-HR_BARPA [-] 27.6 27.6 27.5 0.0819 1.38 0.00430 0.933 0.866 1.00 0.834 0.900
MPI-ESM1-2-HR_CMIP6 [-] 27.7 27.7 27.6 0.147 1.19 0.00 0.971 0.866 1.00 0.655 0.871
NorESM2-MM_BARPA [-] 25.5 25.5 27.5 -2.05 2.36 0.00 0.780 0.872 1.00 0.888 0.883
NorESM2-MM_CCAM [-] 25.6 25.6 27.6 -1.99 2.27 0.0904 0.786 0.889 0.994 0.936 0.899
NorESM2-MM_CMIP6 [-] 24.9 24.9 28.1 -3.18 3.48 0.196 0.679 0.843 0.987 0.336 0.738
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 [-] 32.1
ACCESS-CM2_BARPA [-] 32.2 32.2 32.2 0.0537 1.54 0.0130 0.918 0.847 0.999 0.874 0.897
ACCESS-CM2_CCAM [-] 33.0 33.0 32.1 0.851 2.27 0.00 0.836 0.807 1.00 0.873 0.865
ACCESS-CM2_CMIP6 [-] 29.5 29.5 32.2 -2.78 3.03 0.00 0.693 0.892 1.00 0.837 0.863
ACCESS-ESM1-5_BARPA [-] 33.2 33.2 32.2 1.01 1.72 0.0160 0.839 0.883 0.999 0.860 0.893
ACCESS-ESM1-5_CCAM [-] 32.8 32.8 32.1 0.688 2.06 0.00 0.856 0.818 1.00 0.882 0.875
ACCESS-ESM1-5_CMIP6 [-] 31.3 31.3 31.4 -0.0829 1.18 0.00 0.973 0.861 1.00 0.939 0.927
CESM2_BARPA [-] 31.5 31.5 32.2 -0.639 1.23 0.00 0.909 0.900 1.00 0.831 0.908
CESM2_CCAM [-] 32.4 32.4 32.1 0.335 1.42 0.00 0.874 0.900 1.00 0.842 0.903
CMCC-ESM2_BARPA [-] 31.9 31.9 32.2 -0.294 1.55 0.00 0.922 0.845 1.00 0.861 0.895
CMCC-ESM2_CCAM [-] 31.6 31.6 32.1 -0.533 1.47 0.00 0.888 0.887 1.00 0.866 0.905
CMCC-ESM2_CMIP6 [-] 29.4 29.4 32.0 -2.67 3.26 0.00 0.705 0.862 1.00 0.463 0.779
CNRM-ESM2-1_CCAM [-] 31.7 31.7 32.1 -0.424 1.41 0.612 0.892 0.885 0.961 0.920 0.909
CNRM-ESM2-1_CMIP6 [-] 32.7 32.7 32.7 0.00983 1.02 0.587 0.903 0.916 0.962 0.893 0.918
EC-Earth3_BARPA [-] 33.6 33.6 32.2 1.45 1.94 0.0167 0.793 0.914 0.999 0.866 0.897
EC-Earth3_CCAM [-] 33.8 33.8 32.1 1.66 2.24 0.00 0.770 0.892 1.00 0.858 0.882
EC-Earth3_CMIP6 [-] 32.2 32.2 32.0 0.199 2.14 0.00 0.789 0.870 1.00 0.618 0.829
ERA5_BARPA [-] 31.9 31.9 32.2 -0.288 1.15 0.00261 0.918 0.898 1.00 0.874 0.918
ERA5_CCAM [-] 32.3 32.3 32.1 0.156 1.35 0.00 0.885 0.896 1.00 0.875 0.910
MPI-ESM1-2-HR_BARPA [-] 33.3 33.3 32.2 1.19 1.82 0.00 0.820 0.892 1.00 0.829 0.887
MPI-ESM1-2-HR_CMIP6 [-] 33.3 33.3 32.3 1.03 1.45 0.00 0.876 0.878 1.00 0.966 0.920
NorESM2-MM_BARPA [-] 30.5 30.5 32.2 -1.67 2.33 0.00 0.814 0.818 1.00 0.894 0.869
NorESM2-MM_CCAM [-] 29.4 29.4 32.1 -2.68 3.06 0.0215 0.714 0.843 0.999 0.896 0.859
NorESM2-MM_CMIP6 [-] 28.3 28.3 32.0 -3.76 4.08 0.00 0.638 0.821 1.00 0.430 0.742
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 [-] 32.2
ACCESS-CM2_BARPA [-] 32.0 32.0 32.2 -0.255 1.44 0.211 0.930 0.841 0.986 0.989 0.917
ACCESS-CM2_CCAM [-] 33.1 33.1 32.2 0.852 1.94 0.0880 0.872 0.809 0.994 0.999 0.897
ACCESS-CM2_CMIP6 [-] 31.0 31.0 32.3 -1.29 2.22 0.00 0.821 0.846 1.00 0.974 0.897
ACCESS-ESM1-5_BARPA [-] 33.1 33.1 32.2 0.821 1.45 0.0964 0.881 0.867 0.994 0.985 0.919
ACCESS-ESM1-5_CCAM [-] 33.0 33.0 32.2 0.764 1.97 0.0819 0.879 0.801 0.994 0.993 0.894
ACCESS-ESM1-5_CMIP6 [-] 31.5 31.5 32.3 -0.745 1.68 0.0790 0.861 0.866 0.995 0.915 0.901
CESM2_BARPA [-] 30.9 30.9 32.2 -1.31 1.86 0.0864 0.834 0.856 0.994 0.945 0.897
CESM2_CCAM [-] 31.7 31.7 32.2 -0.515 1.69 0.0836 0.893 0.833 0.994 0.950 0.901
CMCC-ESM2_BARPA [-] 31.8 31.8 32.2 -0.410 1.37 0.0814 0.914 0.861 0.994 0.953 0.917
CMCC-ESM2_CCAM [-] 31.7 31.7 32.2 -0.498 1.32 0.0657 0.903 0.877 0.996 0.992 0.929
CMCC-ESM2_CMIP6 [-] 30.0 30.0 32.2 -2.17 2.45 0.117 0.755 0.882 0.992 0.857 0.874
CNRM-ESM2-1_CCAM [-] 31.3 31.3 32.2 -0.937 1.69 0.274 0.864 0.865 0.982 0.998 0.915
CNRM-ESM2-1_CMIP6 [-] 31.6 31.6 32.3 -0.642 1.22 0.0979 0.896 0.891 0.994 0.983 0.931
EC-Earth3_BARPA [-] 33.5 33.5 32.2 1.30 1.87 0.251 0.828 0.849 0.983 0.997 0.901
EC-Earth3_CCAM [-] 34.1 34.1 32.2 1.89 2.20 0.0793 0.768 0.878 0.995 0.996 0.903
EC-Earth3_CMIP6 [-] 33.3 33.3 32.2 1.07 1.60 0.0582 0.843 0.881 0.996 1.00 0.920
ERA5_BARPA [-] 31.5 31.5 32.3 -0.751 1.18 0.0706 0.891 0.910 0.995 0.993 0.940
ERA5_CCAM [-] 32.7 32.7 32.3 0.382 1.18 0.0808 0.904 0.891 0.995 0.999 0.936
MPI-ESM1-2-HR_BARPA [-] 32.4 32.4 32.2 0.139 1.41 0.0799 0.930 0.847 0.994 0.955 0.915
MPI-ESM1-2-HR_CMIP6 [-] 32.2 32.2 32.3 -0.0725 1.06 0.0567 0.934 0.887 0.996 0.998 0.940
NorESM2-MM_BARPA [-] 30.0 30.0 32.2 -2.24 2.61 0.151 0.743 0.847 0.990 0.986 0.883
NorESM2-MM_CCAM [-] 30.1 30.1 32.2 -2.18 2.61 0.0693 0.750 0.844 0.995 0.995 0.886
NorESM2-MM_CMIP6 [-] 29.0 29.0 32.2 -3.13 3.31 0.117 0.669 0.873 0.992 0.887 0.859
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 [-] 33.1
ACCESS-CM2_BARPA [-] 34.1 34.1 33.1 1.03 1.79 1.17 0.573 0.738 0.894 0.869 0.762
ACCESS-CM2_CCAM [-] 34.3 34.3 33.1 1.19 2.15 1.28 0.565 0.595 0.881 0.965 0.720
ACCESS-CM2_CMIP6 [-] 31.0 31.0 33.0 -2.07 2.71 2.04 0.488 0.579 0.721 0.990 0.671
ACCESS-ESM1-5_BARPA [-] 34.3 34.3 33.1 1.25 1.87 0.726 0.552 0.758 0.942 0.889 0.780
ACCESS-ESM1-5_CCAM [-] 34.9 34.9 33.1 1.72 2.26 0.776 0.485 0.683 0.940 0.967 0.751
ACCESS-ESM1-5_CMIP6 [-] 33.2 33.2 33.5 -0.292 1.47 1.02 0.639 0.626 0.933 0.940 0.753
CESM2_BARPA [-] 34.8 34.8 33.1 1.71 2.15 0.669 0.498 0.755 0.945 0.921 0.775
CESM2_CCAM [-] 34.7 34.7 33.1 1.54 2.13 0.854 0.521 0.650 0.932 0.967 0.744
CMCC-ESM2_BARPA [-] 34.7 34.7 33.1 1.60 2.19 0.813 0.512 0.702 0.933 0.921 0.754
CMCC-ESM2_CCAM [-] 33.4 33.4 33.1 0.256 1.18 0.491 0.738 0.760 0.964 0.991 0.843
CMCC-ESM2_CMIP6 [-] 31.7 31.7 33.3 -1.68 1.86 0.570 0.502 0.716 0.962 0.973 0.774
CNRM-ESM2-1_CCAM [-] 31.5 31.5 33.1 -1.58 1.95 0.958 0.568 0.702 0.922 0.965 0.772
CNRM-ESM2-1_CMIP6 [-] 32.9 32.9 34.1 -1.15 2.09 1.53 0.572 0.617 0.841 0.394 0.608
EC-Earth3_BARPA [-] 33.6 33.6 33.1 0.554 1.37 0.693 0.718 0.723 0.946 0.992 0.821
EC-Earth3_CCAM [-] 32.8 32.8 33.1 -0.333 1.44 0.569 0.746 0.676 0.960 0.999 0.812
EC-Earth3_CMIP6 [-] 32.1 32.1 33.3 -1.23 1.72 0.278 0.612 0.648 0.982 0.985 0.775
ERA5_BARPA [-] 33.7 33.7 33.1 0.560 1.29 0.460 0.679 0.795 0.964 0.949 0.836
ERA5_CCAM [-] 33.1 33.1 33.1 -0.0163 1.19 0.324 0.762 0.743 0.978 0.997 0.845
MPI-ESM1-2-HR_BARPA [-] 33.8 33.8 33.1 0.680 1.68 0.866 0.617 0.698 0.930 0.888 0.766
MPI-ESM1-2-HR_CMIP6 [-] 33.6 33.6 33.2 0.469 1.85 0.887 0.603 0.638 0.925 0.975 0.756
NorESM2-MM_BARPA [-] 34.4 34.4 33.1 1.36 1.74 0.460 0.572 0.780 0.968 0.972 0.814
NorESM2-MM_CCAM [-] 31.9 31.9 33.1 -1.18 1.60 0.438 0.641 0.728 0.969 0.998 0.813
NorESM2-MM_CMIP6 [-] 31.8 31.8 33.3 -1.49 1.78 1.02 0.541 0.672 0.918 0.994 0.760

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 Maximum Temperature

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

  History:
Thu Sep 19 19:26:22 2024: ncatted -a missing_value,TXx,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TXx/v20240411/TXx_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 14:04:20 2024: cdo -f nc4c -b f32 -z zip_1 --shuffle setmissval,1.e+20 /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TXx/v20240411/TXx_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TXx/v20240411/TXx_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_compressed.nc Wed May 15 14:02:53 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/tmax/daily/tmax_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19110101-19111231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19130101-19131231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19140101-19141231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19150101-19151231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19160101-19161231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19170101-19171231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19180101-19181231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19190101-19191231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19200101-19201231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19210101-19211231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19220101-19221231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19230101-19231231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19240101-19241231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19250101-19251231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19260101-19261231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19270101-19271231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19280101-19281231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19290101-19291231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19300101-19301231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19310101-19311231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19320101-19321231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19330101-19331231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19340101-19341231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19350101-19351231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19360101-19361231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19370101-19371231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19380101-19381231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19390101-19391231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19400101-19401231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19410101-19411231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19420101-19421231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19430101-19431231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19440101-19441231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19450101-19451231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19460101-19461231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19470101-19471231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19480101-19481231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19490101-19491231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19500101-19501231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19510101-19511231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19520101-19521231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19530101-19531231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19540101-19541231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19550101-19551231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19560101-19561231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19570101-19571231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19580101-19581231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19590101-19591231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19600101-19601231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19610101-19611231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19620101-19621231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19630101-19631231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19640101-19641231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19650101-19651231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19660101-19661231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19670101-19671231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19680101-19681231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19690101-19691231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19700101-19701231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19710101-19711231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19720101-19721231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19730101-19731231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19740101-19741231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19750101-19751231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19760101-19761231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19770101-19771231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19780101-19781231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19790101-19791231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19800101-19801231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19810101-19811231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19820101-19821231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19830101-19831231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19840101-19841231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19850101-19851231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19860101-19861231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19870101-19871231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19880101-19881231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19890101-19891231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19900101-19901231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19910101-19911231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19920101-19921231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19930101-19931231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19940101-19941231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19950101-19951231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19960101-19961231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19970101-19971231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19980101-19981231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19990101-19991231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20000101-20001231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20010101-20011231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20020101-20021231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20030101-20031231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20040101-20041231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20050101-20051231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20060101-20061231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20070101-20071231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20080101-20081231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20090101-20091231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20100101-20101231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20110101-20111231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20120101-20121231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20130101-20131231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20140101-20141231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20150101-20151231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20160101-20161231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20170101-20171231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20180101-20181231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20190101-20191231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20200101-20201231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20210101-20211231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20220101-20221231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20230101-20231231_daily.nc --variable tmax --drop_time_bounds TXx /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TXx/v20240411/TXx_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 2.4.0 (https://mpimet.mpg.de/cdi)

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

  Time_coverage_start:
1910-01-01T09:00:00

  Time_coverage_end:
1910-01-02T09:00:00

  Original_aifs_header:
SOUTHWEST_LATITUDE: 44.5, SOUTHWEST_LONGITUDE: 112.0, NUMBER_OF_LONGITUDES_IN_GRID: 886, MAX_TEMP_MEAN: 1910010119100101, 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, ANALYSIS_TIME: 2018-08-16 23:45:40 UTC, COLUMN_NUMBER_AT_SOUTHWEST_CORNER: 1, ROW_NUMBER_AT_SOUTHWEST_CORNER: 1, ANALYSIS_VERSION_NUMBER: 2.01, LATITUDE_-_LONGITUDE_GRID

  Date_created:
2018-08-16T23:46:11.477864

  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:
91a1ecc4-e45e-47b7-8309-a9794abef032

  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 maximum temperature station data represents the highest temperature recorded by a liquid in glass or platinum-resistance digital thermometer over a defined period. Maximum temperature for the previous 24 hours is recorded at 9am local clock time and then recorded against the previous 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 maximum temperature grids are calculated from the average of the daily grids. Monthly mean maximum temperature grids are analysed from the monthly average of daily maximum temperature station data. Mean maximum temperature grids for periods longer than one month are calculated from the average of the monthly maximum temperature grids.

  Naming_authority:
au.gov.bom

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
TXx

  Cdo:
Climate Data Operators version 2.4.0 (https://mpimet.mpg.de/cdo)

  Nco:
netCDF Operators version 5.2.1 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco, Citation = 10.1016/j.envsoft.2008.03.004)