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 [-] 29.1
ACCESS-CM2_BARPA [-] 28.9 28.9 29.1 -0.256 1.21 0.390 0.885 0.815 0.972 0.996 0.897
ACCESS-CM2_CCAM [-] 28.9 28.9 29.1 -0.248 1.46 0.259 0.866 0.776 0.982 0.993 0.879
ACCESS-CM2_CMIP6 [-] 27.7 27.7 29.1 -1.37 1.84 0.327 0.757 0.788 0.977 1.00 0.862
ACCESS-ESM1-5_BARPA [-] 29.9 29.9 29.1 0.767 1.29 0.310 0.835 0.833 0.976 0.997 0.895
ACCESS-ESM1-5_CCAM [-] 29.3 29.3 29.1 0.212 1.25 0.320 0.897 0.800 0.978 0.999 0.895
ACCESS-ESM1-5_CMIP6 [-] 28.2 28.2 29.2 -0.971 1.57 0.486 0.804 0.808 0.966 0.998 0.877
CESM2_BARPA [-] 28.7 28.7 29.1 -0.464 1.51 0.397 0.814 0.816 0.960 0.966 0.875
CESM2_CCAM [-] 29.0 29.0 29.1 -0.0905 1.23 0.290 0.882 0.808 0.980 0.998 0.895
CMCC-ESM2_BARPA [-] 29.2 29.2 29.1 0.0571 1.56 0.474 0.840 0.779 0.944 0.973 0.863
CMCC-ESM2_CCAM [-] 28.2 28.2 29.1 -0.962 1.46 0.307 0.811 0.822 0.977 0.998 0.886
CMCC-ESM2_CMIP6 [-] 27.5 27.5 29.1 -1.62 2.01 0.608 0.714 0.806 0.935 0.997 0.851
CNRM-ESM2-1_CCAM [-] 27.3 27.3 29.1 -1.84 2.20 0.585 0.679 0.833 0.960 0.960 0.853
CNRM-ESM2-1_CMIP6 [-] 28.8 28.8 29.1 -0.342 1.12 0.510 0.855 0.859 0.966 0.995 0.907
EC-Earth3_BARPA [-] 30.2 30.2 29.1 1.05 1.39 0.223 0.807 0.857 0.982 0.999 0.900
EC-Earth3_CCAM [-] 29.8 29.8 29.1 0.678 1.66 0.279 0.765 0.838 0.978 0.945 0.873
EC-Earth3_CMIP6 [-] 29.3 29.3 29.1 0.166 1.52 0.408 0.793 0.817 0.968 0.960 0.871
ERA5_BARPA [-] 28.6 28.6 29.1 -0.487 1.00 0.296 0.877 0.870 0.973 0.993 0.917
ERA5_CCAM [-] 28.5 28.5 29.1 -0.610 1.05 0.221 0.841 0.879 0.983 0.994 0.915
MPI-ESM1-2-HR_BARPA [-] 29.3 29.3 29.1 0.188 1.08 0.344 0.883 0.834 0.976 0.988 0.903
MPI-ESM1-2-HR_CMIP6 [-] 29.3 29.3 29.2 0.163 1.16 0.416 0.891 0.817 0.970 0.997 0.898
NorESM2-MM_BARPA [-] 27.9 27.9 29.1 -1.22 2.02 0.390 0.772 0.769 0.968 0.986 0.853
NorESM2-MM_CCAM [-] 26.2 26.2 29.1 -2.96 3.13 0.357 0.556 0.828 0.975 0.994 0.836
NorESM2-MM_CMIP6 [-] 26.8 26.8 29.1 -2.31 2.47 0.292 0.631 0.859 0.980 1.00 0.866
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 [-] 25.0 25.0 25.6 -0.603 1.15 0.00 0.899 0.848 1.00 0.995 0.926
ACCESS-CM2_CCAM [-] 25.3 25.3 25.6 -0.379 1.31 0.00 0.918 0.813 1.00 1.00 0.919
ACCESS-CM2_CMIP6 [-] 23.9 23.9 25.6 -1.66 1.97 0.00 0.753 0.836 1.00 0.975 0.885
ACCESS-ESM1-5_BARPA [-] 26.1 26.1 25.6 0.457 1.00 0.0848 0.915 0.863 0.995 0.996 0.934
ACCESS-ESM1-5_CCAM [-] 25.7 25.7 25.6 0.0630 0.921 0.0574 0.947 0.864 0.996 0.998 0.942
ACCESS-ESM1-5_CMIP6 [-] 24.8 24.8 25.8 -1.06 1.62 0.636 0.806 0.844 0.958 0.911 0.876
CESM2_BARPA [-] 24.7 24.7 25.6 -0.957 1.43 0.0179 0.847 0.836 0.999 0.989 0.909
CESM2_CCAM [-] 26.0 26.0 25.6 0.348 1.25 0.0834 0.922 0.819 0.994 0.996 0.920
CMCC-ESM2_BARPA [-] 25.3 25.3 25.6 -0.311 1.12 0.0701 0.941 0.834 0.996 0.991 0.929
CMCC-ESM2_CCAM [-] 24.4 24.4 25.6 -1.27 1.44 0.138 0.805 0.897 0.991 0.999 0.920
CMCC-ESM2_CMIP6 [-] 23.8 23.8 25.6 -1.79 2.13 0.468 0.727 0.852 0.970 0.940 0.870
CNRM-ESM2-1_CCAM [-] 24.0 24.0 25.6 -1.67 2.07 1.00 0.745 0.821 0.934 0.984 0.865
CNRM-ESM2-1_CMIP6 [-] 25.1 25.1 25.9 -0.801 1.28 1.00 0.865 0.858 0.934 0.990 0.906
EC-Earth3_BARPA [-] 26.8 26.8 25.6 1.13 1.32 0.00268 0.822 0.893 1.00 0.999 0.924
EC-Earth3_CCAM [-] 26.9 26.9 25.6 1.26 1.44 0.00 0.803 0.888 1.00 0.995 0.918
EC-Earth3_CMIP6 [-] 26.4 26.4 25.7 0.690 1.07 0.277 0.887 0.878 0.981 0.972 0.924
ERA5_BARPA [-] 24.9 24.9 25.7 -0.795 1.06 0.00 0.871 0.892 1.00 0.991 0.933
ERA5_CCAM [-] 24.7 24.7 25.7 -0.991 1.09 0.00 0.842 0.934 1.00 0.998 0.942
MPI-ESM1-2-HR_BARPA [-] 26.1 26.1 25.6 0.453 1.18 0.00180 0.917 0.831 1.00 0.997 0.924
MPI-ESM1-2-HR_CMIP6 [-] 25.9 25.9 25.6 0.330 1.34 0.193 0.919 0.807 0.987 0.996 0.914
NorESM2-MM_BARPA [-] 24.0 24.0 25.6 -1.68 2.21 0.351 0.744 0.779 0.978 0.995 0.863
NorESM2-MM_CCAM [-] 22.6 22.6 25.6 -3.00 3.12 0.0145 0.590 0.860 0.999 0.991 0.860
NorESM2-MM_CMIP6 [-] 23.0 23.0 25.6 -2.62 2.70 0.00 0.634 0.894 1.00 0.986 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 [-] 26.1
ACCESS-CM2_BARPA [-] 25.5 25.5 26.1 -0.568 1.11 0.103 0.850 0.832 0.993 0.990 0.908
ACCESS-CM2_CCAM [-] 26.5 26.5 26.1 0.486 1.35 0.110 0.850 0.764 0.993 0.997 0.892
ACCESS-CM2_CMIP6 [-] 24.7 24.7 26.1 -1.38 1.64 0.00 0.708 0.810 1.00 1.00 0.870
ACCESS-ESM1-5_BARPA [-] 26.2 26.2 26.1 0.193 0.952 0.119 0.873 0.848 0.992 0.991 0.919
ACCESS-ESM1-5_CCAM [-] 26.7 26.7 26.1 0.666 1.12 0.263 0.832 0.835 0.982 0.999 0.908
ACCESS-ESM1-5_CMIP6 [-] 25.9 25.9 26.2 -0.271 1.17 0.647 0.856 0.824 0.956 0.982 0.900
CESM2_BARPA [-] 25.4 25.4 26.1 -0.690 1.32 0.321 0.809 0.831 0.977 0.959 0.889
CESM2_CCAM [-] 26.7 26.7 26.1 0.622 1.30 0.285 0.838 0.784 0.981 0.998 0.893
CMCC-ESM2_BARPA [-] 25.8 25.8 26.1 -0.267 1.21 0.180 0.837 0.831 0.988 0.958 0.898
CMCC-ESM2_CCAM [-] 25.9 25.9 26.1 -0.155 0.851 0.102 0.872 0.877 0.993 0.986 0.927
CMCC-ESM2_CMIP6 [-] 24.4 24.4 26.0 -1.57 1.76 0.381 0.695 0.851 0.975 0.985 0.863
CNRM-ESM2-1_CCAM [-] 24.6 24.6 26.1 -1.49 1.95 0.886 0.700 0.777 0.939 0.977 0.848
CNRM-ESM2-1_CMIP6 [-] 24.9 24.9 26.1 -1.21 1.57 0.895 0.733 0.840 0.940 0.951 0.857
EC-Earth3_BARPA [-] 26.6 26.6 26.1 0.572 1.09 0.286 0.829 0.847 0.981 0.990 0.905
EC-Earth3_CCAM [-] 27.3 27.3 26.1 1.25 1.52 0.113 0.733 0.834 0.992 0.998 0.885
EC-Earth3_CMIP6 [-] 26.1 26.1 26.1 0.0510 1.13 0.834 0.852 0.829 0.944 0.958 0.871
ERA5_BARPA [-] 25.3 25.3 26.1 -0.797 1.12 0.105 0.812 0.882 0.993 0.975 0.910
ERA5_CCAM [-] 25.7 25.7 26.1 -0.340 0.753 0.0652 0.882 0.895 0.996 1.00 0.939
MPI-ESM1-2-HR_BARPA [-] 26.4 26.4 26.1 0.333 1.08 0.354 0.866 0.819 0.976 0.991 0.905
MPI-ESM1-2-HR_CMIP6 [-] 26.4 26.4 26.0 0.410 1.22 0.570 0.850 0.805 0.962 0.997 0.871
NorESM2-MM_BARPA [-] 24.8 24.8 26.1 -1.25 1.79 0.110 0.740 0.784 0.993 0.966 0.863
NorESM2-MM_CCAM [-] 23.8 23.8 26.1 -2.30 2.40 0.190 0.581 0.851 0.987 0.997 0.856
NorESM2-MM_CMIP6 [-] 23.8 23.8 26.0 -2.14 2.24 0.124 0.609 0.859 0.992 0.996 0.856
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 33.0
ACCESS-CM2_BARPA [-] 33.3 33.3 33.0 0.318 1.16 0.814 0.821 0.743 0.938 0.996 0.865
ACCESS-CM2_CCAM [-] 32.6 32.6 33.0 -0.387 1.40 0.505 0.797 0.694 0.963 0.980 0.850
ACCESS-CM2_CMIP6 [-] 32.0 32.0 33.0 -0.965 1.61 0.810 0.714 0.669 0.941 0.996 0.818
ACCESS-ESM1-5_BARPA [-] 34.0 34.0 33.0 0.958 1.38 0.368 0.710 0.772 0.962 0.996 0.852
ACCESS-ESM1-5_CCAM [-] 33.2 33.2 33.0 0.246 1.28 0.331 0.832 0.697 0.975 0.999 0.863
ACCESS-ESM1-5_CMIP6 [-] 32.3 32.3 33.0 -0.672 1.36 0.570 0.753 0.731 0.953 0.999 0.850
CESM2_BARPA [-] 34.0 34.0 33.0 0.976 1.59 0.934 0.700 0.716 0.900 0.992 0.819
CESM2_CCAM [-] 33.5 33.5 33.0 0.491 1.31 0.647 0.791 0.704 0.954 0.994 0.849
CMCC-ESM2_BARPA [-] 34.2 34.2 33.0 1.24 1.90 1.63 0.649 0.668 0.773 0.989 0.766
CMCC-ESM2_CCAM [-] 32.0 32.0 33.0 -0.957 1.57 0.566 0.726 0.703 0.956 0.977 0.839
CMCC-ESM2_CMIP6 [-] 31.0 31.0 32.9 -1.94 2.38 1.17 0.549 0.688 0.863 0.997 0.768
CNRM-ESM2-1_CCAM [-] 30.0 30.0 33.0 -2.95 3.08 0.568 0.394 0.765 0.958 0.997 0.780
CNRM-ESM2-1_CMIP6 [-] 32.3 32.3 32.9 -0.600 1.06 0.359 0.799 0.810 0.976 0.906 0.862
EC-Earth3_BARPA [-] 33.5 33.5 33.0 0.473 1.05 0.444 0.819 0.781 0.964 1.00 0.876
EC-Earth3_CCAM [-] 31.6 31.6 33.0 -1.34 1.90 0.321 0.643 0.683 0.975 0.962 0.811
EC-Earth3_CMIP6 [-] 31.3 31.3 33.0 -1.65 2.31 0.387 0.594 0.616 0.970 0.990 0.784
ERA5_BARPA [-] 33.1 33.1 33.0 0.0692 0.923 0.829 0.861 0.792 0.922 0.999 0.885
ERA5_CCAM [-] 31.7 31.7 33.0 -1.25 1.63 0.597 0.665 0.744 0.955 0.996 0.834
MPI-ESM1-2-HR_BARPA [-] 33.6 33.6 33.0 0.610 1.24 0.714 0.783 0.740 0.945 0.992 0.853
MPI-ESM1-2-HR_CMIP6 [-] 33.2 33.2 33.0 0.207 1.14 0.522 0.836 0.736 0.957 0.993 0.870
NorESM2-MM_BARPA [-] 33.1 33.1 33.0 0.0999 1.38 0.949 0.831 0.698 0.921 1.00 0.851
NorESM2-MM_CCAM [-] 30.0 30.0 33.0 -2.99 3.18 0.684 0.392 0.724 0.951 0.999 0.765
NorESM2-MM_CMIP6 [-] 30.9 30.9 32.9 -2.06 2.20 0.731 0.526 0.839 0.949 0.991 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 [-] 22.6
ACCESS-CM2_BARPA [-] 22.1 22.1 22.6 -0.538 1.06 0.132 0.917 0.875 0.992 0.988 0.935
ACCESS-CM2_CCAM [-] 22.7 22.7 22.6 0.0990 1.46 0.0496 0.919 0.807 0.997 1.00 0.917
ACCESS-CM2_CMIP6 [-] 21.1 21.1 22.5 -1.33 1.72 0.0968 0.811 0.855 0.994 0.991 0.906
ACCESS-ESM1-5_BARPA [-] 23.2 23.2 22.6 0.605 1.20 0.0708 0.888 0.864 0.995 0.983 0.925
ACCESS-ESM1-5_CCAM [-] 23.2 23.2 22.6 0.545 1.45 0.0490 0.905 0.815 0.997 1.00 0.916
ACCESS-ESM1-5_CMIP6 [-] 21.9 21.9 22.5 -0.665 1.44 0.0530 0.844 0.865 0.997 0.960 0.911
CESM2_BARPA [-] 21.0 21.0 22.6 -1.56 1.77 0.0525 0.777 0.881 0.997 0.985 0.907
CESM2_CCAM [-] 22.4 22.4 22.6 -0.199 1.29 0.0505 0.926 0.831 0.997 0.998 0.926
CMCC-ESM2_BARPA [-] 21.7 21.7 22.6 -0.896 1.27 0.0925 0.865 0.877 0.994 0.990 0.925
CMCC-ESM2_CCAM [-] 21.8 21.8 22.6 -0.786 1.17 0.0517 0.876 0.895 0.997 1.00 0.937
CMCC-ESM2_CMIP6 [-] 21.2 21.2 22.5 -1.34 1.59 0.103 0.799 0.891 0.993 1.00 0.918
CNRM-ESM2-1_CCAM [-] 22.1 22.1 22.6 -0.503 1.31 0.932 0.903 0.843 0.940 1.00 0.913
CNRM-ESM2-1_CMIP6 [-] 23.0 23.0 22.5 0.522 1.01 0.910 0.897 0.890 0.942 0.997 0.927
EC-Earth3_BARPA [-] 24.0 24.0 22.6 1.41 1.57 0.0413 0.791 0.916 0.997 0.985 0.922
EC-Earth3_CCAM [-] 24.6 24.6 22.6 1.99 2.10 0.0270 0.724 0.908 0.998 0.999 0.908
EC-Earth3_CMIP6 [-] 24.0 24.0 22.5 1.47 1.58 0.0429 0.789 0.921 0.997 0.995 0.925
ERA5_BARPA [-] 21.6 21.6 22.6 -0.994 1.12 0.0339 0.854 0.931 0.998 0.992 0.942
ERA5_CCAM [-] 22.4 22.4 22.6 -0.283 0.848 0.0473 0.916 0.912 0.997 1.00 0.951
MPI-ESM1-2-HR_BARPA [-] 22.1 22.1 22.6 -0.539 1.13 0.0519 0.911 0.866 0.997 0.979 0.930
MPI-ESM1-2-HR_CMIP6 [-] 22.3 22.3 22.6 -0.338 1.29 0.0362 0.916 0.838 0.998 0.999 0.927
NorESM2-MM_BARPA [-] 20.8 20.8 22.6 -1.76 1.99 0.551 0.753 0.868 0.965 0.994 0.892
NorESM2-MM_CCAM [-] 20.4 20.4 22.6 -2.24 2.40 0.0403 0.699 0.881 0.997 0.996 0.892
NorESM2-MM_CMIP6 [-] 20.1 20.1 22.5 -2.36 2.54 0.280 0.681 0.861 0.982 0.993 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 [-] 30.0
ACCESS-CM2_BARPA [-] 29.7 29.7 30.0 -0.332 1.23 0.335 0.914 0.827 0.978 0.998 0.921
ACCESS-CM2_CCAM [-] 29.6 29.6 30.0 -0.437 1.46 0.215 0.890 0.804 0.986 0.983 0.910
ACCESS-CM2_CMIP6 [-] 28.5 28.5 30.0 -1.50 1.95 0.245 0.772 0.812 0.984 1.00 0.887
ACCESS-ESM1-5_BARPA [-] 30.9 30.9 30.0 0.816 1.30 0.355 0.867 0.848 0.974 0.999 0.915
ACCESS-ESM1-5_CCAM [-] 30.1 30.1 30.0 0.0596 1.19 0.381 0.937 0.828 0.974 1.00 0.926
ACCESS-ESM1-5_CMIP6 [-] 28.7 28.7 30.0 -1.24 1.76 0.459 0.803 0.825 0.969 0.999 0.895
CESM2_BARPA [-] 29.4 29.4 30.0 -0.598 1.41 0.325 0.874 0.832 0.968 0.960 0.902
CESM2_CCAM [-] 29.7 29.7 30.0 -0.295 1.13 0.228 0.920 0.844 0.985 0.999 0.929
CMCC-ESM2_BARPA [-] 30.0 30.0 30.0 -0.0112 1.55 0.250 0.903 0.785 0.977 0.963 0.898
CMCC-ESM2_CCAM [-] 28.9 28.9 30.0 -1.13 1.57 0.289 0.820 0.839 0.979 0.999 0.906
CMCC-ESM2_CMIP6 [-] 28.4 28.4 30.0 -1.60 2.00 0.536 0.756 0.822 0.942 0.993 0.878
CNRM-ESM2-1_CCAM [-] 28.2 28.2 30.0 -1.86 2.14 0.525 0.723 0.866 0.965 0.924 0.875
CNRM-ESM2-1_CMIP6 [-] 29.9 29.9 30.2 -0.308 1.07 0.452 0.885 0.881 0.970 0.958 0.920
EC-Earth3_BARPA [-] 31.3 31.3 30.0 1.22 1.46 0.190 0.811 0.878 0.984 0.993 0.913
EC-Earth3_CCAM [-] 30.9 30.9 30.0 0.898 1.47 0.345 0.827 0.878 0.973 0.885 0.898
EC-Earth3_CMIP6 [-] 30.5 30.5 30.0 0.447 1.31 0.465 0.856 0.861 0.962 0.913 0.902
ERA5_BARPA [-] 29.6 29.6 30.1 -0.491 0.967 0.209 0.904 0.883 0.980 0.993 0.936
ERA5_CCAM [-] 29.5 29.5 30.1 -0.559 0.925 0.147 0.882 0.917 0.988 0.995 0.945
MPI-ESM1-2-HR_BARPA [-] 30.3 30.3 30.0 0.279 0.954 0.294 0.927 0.866 0.980 0.991 0.936
MPI-ESM1-2-HR_CMIP6 [-] 30.3 30.3 30.0 0.276 1.09 0.447 0.925 0.846 0.969 0.997 0.928
NorESM2-MM_BARPA [-] 28.5 28.5 30.0 -1.50 2.25 0.244 0.775 0.764 0.978 0.984 0.868
NorESM2-MM_CCAM [-] 26.8 26.8 30.0 -3.25 3.40 0.342 0.573 0.852 0.977 0.999 0.852
NorESM2-MM_CMIP6 [-] 27.6 27.6 30.0 -2.42 2.58 0.184 0.659 0.869 0.988 0.997 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 [-] 17.5
ACCESS-CM2_BARPA [-] 16.7 16.7 17.5 -0.777 1.10 0.302 0.825 0.881 0.981 0.982 0.913
ACCESS-CM2_CCAM [-] 18.0 18.0 17.5 0.551 1.43 0.228 0.814 0.793 0.985 0.957 0.892
ACCESS-CM2_CMIP6 [-] 16.3 16.3 17.8 -1.46 1.78 0.213 0.690 0.829 0.986 0.988 0.777
ACCESS-ESM1-5_BARPA [-] 17.6 17.6 17.5 0.114 0.956 0.225 0.857 0.869 0.986 0.972 0.920
ACCESS-ESM1-5_CCAM [-] 18.1 18.1 17.5 0.615 1.42 0.285 0.801 0.809 0.982 0.953 0.895
ACCESS-ESM1-5_CMIP6 [-] 18.0 18.0 18.0 0.0100 0.883 0.362 0.920 0.832 0.977 1.00 0.909
CESM2_BARPA [-] 15.3 15.3 17.5 -2.14 2.23 0.398 0.612 0.876 0.974 0.981 0.859
CESM2_CCAM [-] 16.8 16.8 17.5 -0.673 1.78 0.446 0.757 0.790 0.971 0.892 0.863
CMCC-ESM2_BARPA [-] 16.2 16.2 17.5 -1.30 1.44 0.448 0.743 0.892 0.971 0.982 0.893
CMCC-ESM2_CCAM [-] 17.3 17.3 17.5 -0.206 0.910 0.492 0.862 0.881 0.968 0.980 0.922
CMCC-ESM2_CMIP6 [-] 17.1 17.1 17.8 -0.684 1.54 0.618 0.758 0.815 0.960 0.990 0.800
CNRM-ESM2-1_CCAM [-] 17.3 17.3 17.5 -0.125 1.36 0.595 0.830 0.807 0.962 0.944 0.891
CNRM-ESM2-1_CMIP6 [-] 16.7 16.7 16.8 -0.0718 0.786 0.333 0.885 0.861 0.979 0.980 0.895
EC-Earth3_BARPA [-] 18.2 18.2 17.5 0.793 1.17 0.0993 0.803 0.882 0.993 0.973 0.912
EC-Earth3_CCAM [-] 19.5 19.5 17.5 2.02 2.18 0.180 0.636 0.856 0.988 0.964 0.870
EC-Earth3_CMIP6 [-] 18.8 18.8 17.5 1.27 1.53 0.132 0.742 0.861 0.991 0.984 0.890
ERA5_BARPA [-] 16.2 16.2 17.5 -1.23 1.32 0.288 0.757 0.919 0.982 0.991 0.909
ERA5_CCAM [-] 17.7 17.7 17.5 0.179 0.876 0.384 0.859 0.889 0.975 0.984 0.928
MPI-ESM1-2-HR_BARPA [-] 16.2 16.2 17.5 -1.21 1.57 0.421 0.754 0.845 0.973 0.945 0.877
MPI-ESM1-2-HR_CMIP6 [-] 16.5 16.5 17.2 -0.713 1.73 0.459 0.776 0.765 0.971 0.916 0.816
NorESM2-MM_BARPA [-] 15.6 15.6 17.5 -1.82 1.90 0.445 0.660 0.895 0.971 0.990 0.876
NorESM2-MM_CCAM [-] 15.9 15.9 17.5 -1.53 1.74 0.233 0.708 0.865 0.985 0.979 0.881
NorESM2-MM_CMIP6 [-] 16.2 16.2 17.8 -1.57 1.78 0.562 0.684 0.844 0.964 0.978 0.820
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 24.1
ACCESS-CM2_BARPA [-] 23.7 23.7 24.1 -0.408 1.27 0.277 0.899 0.820 0.982 0.991 0.908
ACCESS-CM2_CCAM [-] 24.9 24.9 24.1 0.746 1.74 0.235 0.845 0.765 0.985 0.999 0.876
ACCESS-CM2_CMIP6 [-] 23.0 23.0 24.0 -1.04 1.65 0.228 0.815 0.825 0.985 0.998 0.869
ACCESS-ESM1-5_BARPA [-] 25.0 25.0 24.1 0.840 1.43 0.185 0.843 0.823 0.988 0.980 0.895
ACCESS-ESM1-5_CCAM [-] 24.8 24.8 24.1 0.690 1.69 0.153 0.854 0.773 0.990 0.988 0.885
ACCESS-ESM1-5_CMIP6 [-] 23.9 23.9 24.1 -0.201 0.984 0.491 0.923 0.868 0.968 0.994 0.935
CESM2_BARPA [-] 22.6 22.6 24.1 -1.53 1.82 0.0917 0.751 0.866 0.994 0.959 0.886
CESM2_CCAM [-] 23.6 23.6 24.1 -0.460 1.56 0.104 0.872 0.795 0.993 0.966 0.894
CMCC-ESM2_BARPA [-] 23.2 23.2 24.1 -0.935 1.43 0.119 0.825 0.857 0.992 0.956 0.900
CMCC-ESM2_CCAM [-] 23.7 23.7 24.1 -0.442 1.18 0.112 0.880 0.856 0.993 0.993 0.918
CMCC-ESM2_CMIP6 [-] 22.6 22.6 24.0 -1.41 1.69 0.267 0.757 0.885 0.983 0.896 0.828
CNRM-ESM2-1_CCAM [-] 23.4 23.4 24.1 -0.695 1.62 0.411 0.841 0.807 0.974 0.989 0.888
CNRM-ESM2-1_CMIP6 [-] 24.6 24.6 24.3 0.337 1.21 0.394 0.886 0.839 0.975 0.996 0.863
EC-Earth3_BARPA [-] 25.6 25.6 24.1 1.53 1.88 0.168 0.745 0.837 0.989 0.993 0.879
EC-Earth3_CCAM [-] 26.4 26.4 24.1 2.31 2.52 0.111 0.649 0.847 0.993 0.996 0.858
EC-Earth3_CMIP6 [-] 25.4 25.4 24.1 1.30 1.67 0.200 0.764 0.867 0.987 0.979 0.866
ERA5_BARPA [-] 23.2 23.2 24.1 -0.923 1.16 0.100 0.838 0.906 0.994 0.995 0.927
ERA5_CCAM [-] 24.3 24.3 24.1 0.215 0.974 0.133 0.893 0.871 0.991 0.998 0.924
MPI-ESM1-2-HR_BARPA [-] 23.3 23.3 24.1 -0.808 1.45 0.150 0.843 0.826 0.990 0.971 0.899
MPI-ESM1-2-HR_CMIP6 [-] 23.7 23.7 24.2 -0.486 1.11 0.0684 0.884 0.864 0.996 0.978 0.925
NorESM2-MM_BARPA [-] 22.3 22.3 24.1 -1.77 2.04 0.142 0.725 0.852 0.991 0.995 0.883
NorESM2-MM_CCAM [-] 22.0 22.0 24.1 -2.11 2.43 0.0956 0.683 0.828 0.994 0.994 0.866
NorESM2-MM_CMIP6 [-] 21.7 21.7 24.0 -2.29 2.51 0.148 0.658 0.846 0.991 0.934 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 [-] 30.6
ACCESS-CM2_BARPA [-] 31.0 31.0 30.5 0.445 1.46 0.856 0.586 0.728 0.929 0.873 0.773
ACCESS-CM2_CCAM [-] 31.1 31.1 30.6 0.501 1.48 0.910 0.694 0.601 0.934 0.988 0.781
ACCESS-CM2_CMIP6 [-] 28.9 28.9 30.4 -1.55 1.97 1.24 0.538 0.600 0.870 0.943 0.722
ACCESS-ESM1-5_BARPA [-] 31.4 31.4 30.5 0.846 1.52 0.443 0.559 0.766 0.966 0.897 0.794
ACCESS-ESM1-5_CCAM [-] 31.6 31.6 30.6 1.05 1.46 0.362 0.586 0.724 0.971 0.990 0.807
ACCESS-ESM1-5_CMIP6 [-] 30.8 30.8 31.3 -0.513 0.982 1.02 0.713 0.693 0.933 0.793 0.773
CESM2_BARPA [-] 31.6 31.6 30.5 1.05 1.62 0.596 0.542 0.769 0.948 0.906 0.789
CESM2_CCAM [-] 31.4 31.4 30.6 0.771 1.27 0.432 0.650 0.709 0.967 0.987 0.815
CMCC-ESM2_BARPA [-] 31.4 31.4 30.5 0.853 1.62 0.545 0.557 0.722 0.957 0.894 0.776
CMCC-ESM2_CCAM [-] 30.5 30.5 30.6 -0.137 0.878 0.347 0.792 0.764 0.974 0.998 0.869
CMCC-ESM2_CMIP6 [-] 29.7 29.7 30.9 -1.22 1.43 0.570 0.550 0.690 0.962 0.999 0.788
CNRM-ESM2-1_CCAM [-] 28.5 28.5 30.6 -2.07 2.21 0.427 0.407 0.730 0.971 0.986 0.769
CNRM-ESM2-1_CMIP6 [-] 30.3 30.3 31.7 -1.44 1.86 0.679 0.508 0.659 0.955 0.544 0.666
EC-Earth3_BARPA [-] 30.4 30.4 30.5 -0.0882 0.977 0.333 0.758 0.760 0.976 0.979 0.856
EC-Earth3_CCAM [-] 29.9 29.9 30.6 -0.724 1.23 0.216 0.674 0.714 0.984 0.992 0.827
EC-Earth3_CMIP6 [-] 29.5 29.5 30.8 -1.23 1.55 0.138 0.558 0.673 0.991 0.999 0.790
ERA5_BARPA [-] 30.5 30.5 30.5 -0.0106 1.01 0.482 0.706 0.800 0.966 0.936 0.846
ERA5_CCAM [-] 30.1 30.1 30.6 -0.465 1.01 0.428 0.741 0.749 0.971 1.00 0.852
MPI-ESM1-2-HR_BARPA [-] 30.5 30.5 30.5 -0.0318 1.33 0.529 0.641 0.712 0.962 0.884 0.790
MPI-ESM1-2-HR_CMIP6 [-] 31.0 31.0 30.7 0.315 1.43 0.612 0.623 0.683 0.959 0.995 0.801
NorESM2-MM_BARPA [-] 31.0 31.0 30.5 0.510 1.15 0.629 0.656 0.781 0.957 0.946 0.829
NorESM2-MM_CCAM [-] 28.7 28.7 30.6 -1.89 2.05 0.744 0.437 0.717 0.945 0.998 0.768
NorESM2-MM_CMIP6 [-] 29.4 29.4 30.9 -1.53 1.70 0.683 0.474 0.696 0.954 0.999 0.771
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 [-] 25.6
ACCESS-CM2_BARPA [-] 24.8 24.9 25.7 21.8 -0.824 1.70 0.925 0.680 0.663 0.893 0.992 0.778
ACCESS-CM2_CCAM [-] 24.6 24.6 25.7 21.4 -1.05 1.94 0.807 0.643 0.653 0.907 0.989 0.769
ACCESS-CM2_CMIP6 [-] 24.3 24.6 26.0 21.9 -1.37 1.95 0.831 0.625 0.665 0.904 0.994 0.771
ACCESS-ESM1-5_BARPA [-] 25.5 25.6 25.7 22.3 -0.110 1.67 0.860 0.663 0.674 0.896 0.990 0.780
ACCESS-ESM1-5_CCAM [-] 25.0 25.1 25.7 21.8 -0.614 1.73 0.813 0.676 0.667 0.907 0.990 0.782
ACCESS-ESM1-5_CMIP6 [-] 24.5 24.9 25.8 22.3 -0.968 1.73 0.853 0.672 0.687 0.911 0.992 0.790
CESM2_BARPA [-] 24.4 24.4 25.7 21.2 -1.29 2.00 0.863 0.590 0.687 0.900 0.985 0.770
CESM2_CCAM [-] 24.4 24.5 25.7 21.0 -1.19 1.93 0.816 0.605 0.682 0.910 0.983 0.772
CMCC-ESM2_BARPA [-] 24.8 24.8 25.7 21.4 -0.856 1.90 0.906 0.624 0.677 0.887 0.987 0.770
CMCC-ESM2_CCAM [-] 24.2 24.2 25.7 21.2 -1.43 1.94 0.768 0.594 0.697 0.914 0.991 0.779
CMCC-ESM2_CMIP6 [-] 23.8 24.1 25.8 21.3 -1.72 2.14 0.869 0.555 0.703 0.900 0.994 0.771
CNRM-ESM2-1_CCAM [-] 23.2 23.2 25.7 19.8 -2.43 2.80 0.906 0.492 0.706 0.906 0.972 0.757
CNRM-ESM2-1_CMIP6 [-] 24.6 25.1 26.0 21.1 -0.852 1.60 0.894 0.681 0.736 0.904 0.992 0.810
EC-Earth3_BARPA [-] 25.7 25.8 25.7 22.1 0.0776 1.83 0.804 0.615 0.688 0.903 0.982 0.775
EC-Earth3_CCAM [-] 25.4 25.5 25.7 21.9 -0.202 2.02 0.818 0.588 0.681 0.904 0.970 0.765
EC-Earth3_CMIP6 [-] 25.0 25.2 25.7 21.6 -0.505 1.95 0.819 0.601 0.690 0.907 0.976 0.773
ERA5_BARPA [-] 24.5 24.6 25.7 21.4 -1.12 1.61 0.723 0.660 0.737 0.919 0.992 0.809
ERA5_CCAM [-] 24.3 24.3 25.7 21.0 -1.37 1.79 0.686 0.615 0.738 0.926 0.989 0.801
MPI-ESM1-2-HR_BARPA [-] 24.6 24.6 25.7 20.9 -1.07 1.89 0.808 0.602 0.689 0.908 0.983 0.774
MPI-ESM1-2-HR_CMIP6 [-] 24.8 25.1 25.8 21.5 -0.682 1.65 0.737 0.664 0.688 0.926 0.991 0.791
NorESM2-MM_BARPA [-] 24.2 24.3 25.7 21.6 -1.41 2.02 0.881 0.616 0.693 0.898 0.993 0.779
NorESM2-MM_CCAM [-] 22.3 22.3 25.7 19.6 -3.38 3.55 0.720 0.353 0.704 0.923 0.990 0.735
NorESM2-MM_CMIP6 [-] 23.4 23.7 25.8 21.3 -2.11 2.34 0.755 0.520 0.751 0.915 0.995 0.786
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 [-] 30.6
ACCESS-CM2_BARPA [-] 28.9 28.9 30.6 28.5 -1.67 2.30 2.14 0.364 0.487 0.678 0.916 0.586
ACCESS-CM2_CCAM [-] 28.3 28.3 30.6 28.0 -2.24 2.65 1.78 0.298 0.490 0.737 0.966 0.596
ACCESS-CM2_CMIP6 [-] 28.7 28.8 30.6 28.6 -1.78 2.20 2.00 0.370 0.486 0.711 0.998 0.610
ACCESS-ESM1-5_BARPA [-] 29.2 29.3 30.6 28.8 -1.34 2.07 1.90 0.398 0.516 0.694 0.922 0.609
ACCESS-ESM1-5_CCAM [-] 28.9 28.9 30.6 28.4 -1.69 2.26 1.73 0.367 0.502 0.736 0.964 0.614
ACCESS-ESM1-5_CMIP6 [-] 29.1 29.2 30.6 28.9 -1.43 1.90 1.71 0.439 0.515 0.762 0.992 0.645
CESM2_BARPA [-] 29.0 29.0 30.6 28.5 -1.59 2.30 1.73 0.339 0.522 0.749 0.882 0.603
CESM2_CCAM [-] 28.9 28.9 30.6 28.4 -1.69 2.27 1.74 0.352 0.500 0.757 0.950 0.612
CMCC-ESM2_BARPA [-] 28.9 29.0 30.6 28.3 -1.63 2.36 1.95 0.346 0.522 0.691 0.860 0.588
CMCC-ESM2_CCAM [-] 28.3 28.3 30.6 27.9 -2.26 2.56 1.46 0.319 0.531 0.778 0.995 0.631
CMCC-ESM2_CMIP6 [-] 28.2 28.3 30.6 27.9 -2.35 2.57 1.34 0.289 0.554 0.800 0.990 0.637
CNRM-ESM2-1_CCAM [-] 26.1 26.1 30.6 25.6 -4.52 4.62 1.54 0.0887 0.576 0.775 0.979 0.599
CNRM-ESM2-1_CMIP6 [-] 27.8 28.1 30.7 26.8 -2.60 2.84 1.88 0.275 0.598 0.707 0.885 0.613
EC-Earth3_BARPA [-] 28.3 28.3 30.6 27.7 -2.26 2.67 2.12 0.306 0.496 0.670 0.930 0.580
EC-Earth3_CCAM [-] 27.7 27.7 30.6 27.4 -2.84 3.10 2.08 0.232 0.495 0.672 0.998 0.579
EC-Earth3_CMIP6 [-] 27.5 27.6 30.6 26.9 -3.04 3.30 2.05 0.198 0.522 0.673 0.994 0.582
ERA5_BARPA [-] 28.5 28.5 30.6 27.9 -2.08 2.39 1.28 0.318 0.608 0.817 0.946 0.659
ERA5_CCAM [-] 27.8 27.8 30.6 27.4 -2.80 2.98 1.20 0.229 0.586 0.835 0.997 0.646
MPI-ESM1-2-HR_BARPA [-] 28.4 28.5 30.6 27.9 -2.14 2.63 1.91 0.293 0.524 0.706 0.882 0.586
MPI-ESM1-2-HR_CMIP6 [-] 29.1 29.2 30.6 28.5 -1.38 1.96 1.44 0.431 0.556 0.808 0.932 0.657
NorESM2-MM_BARPA [-] 29.0 29.0 30.6 28.7 -1.56 2.04 1.86 0.402 0.593 0.723 0.967 0.656
NorESM2-MM_CCAM [-] 26.7 26.7 30.6 26.5 -3.91 4.04 1.62 0.121 0.550 0.766 0.999 0.597
NorESM2-MM_CMIP6 [-] 28.3 28.4 30.6 28.1 -2.25 2.42 1.59 0.290 0.625 0.763 0.975 0.655
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 [-] 25.0 25.0 25.6 -0.603 1.15 0.00 0.899 0.848 1.00 0.995 0.918
ACCESS-CM2_CCAM [-] 25.3 25.3 25.6 -0.379 1.31 0.00 0.918 0.813 1.00 1.00 0.909
ACCESS-CM2_CMIP6 [-] 23.9 23.9 25.6 -1.66 1.97 0.00 0.753 0.836 1.00 0.975 0.880
ACCESS-ESM1-5_BARPA [-] 26.1 26.1 25.6 0.457 1.00 0.0848 0.915 0.863 0.995 0.996 0.926
ACCESS-ESM1-5_CCAM [-] 25.7 25.7 25.6 0.0630 0.921 0.0574 0.947 0.864 0.996 0.998 0.934
ACCESS-ESM1-5_CMIP6 [-] 24.8 24.8 25.8 -1.06 1.62 0.636 0.806 0.844 0.958 0.911 0.873
CESM2_BARPA [-] 24.7 24.7 25.6 -0.957 1.43 0.0179 0.847 0.836 0.999 0.989 0.901
CESM2_CCAM [-] 26.0 26.0 25.6 0.348 1.25 0.0834 0.922 0.819 0.994 0.996 0.910
CMCC-ESM2_BARPA [-] 25.3 25.3 25.6 -0.311 1.12 0.0701 0.941 0.834 0.996 0.991 0.919
CMCC-ESM2_CCAM [-] 24.4 24.4 25.6 -1.27 1.44 0.138 0.805 0.897 0.991 0.999 0.918
CMCC-ESM2_CMIP6 [-] 23.8 23.8 25.6 -1.79 2.13 0.468 0.727 0.852 0.970 0.940 0.868
CNRM-ESM2-1_CCAM [-] 24.0 24.0 25.6 -1.67 2.07 1.00 0.745 0.821 0.934 0.984 0.861
CNRM-ESM2-1_CMIP6 [-] 25.1 25.1 25.9 -0.801 1.28 1.00 0.865 0.858 0.934 0.990 0.901
EC-Earth3_BARPA [-] 26.8 26.8 25.6 1.13 1.32 0.00268 0.822 0.893 1.00 0.999 0.921
EC-Earth3_CCAM [-] 26.9 26.9 25.6 1.26 1.44 0.00 0.803 0.888 1.00 0.995 0.915
EC-Earth3_CMIP6 [-] 26.4 26.4 25.7 0.690 1.07 0.277 0.887 0.878 0.981 0.972 0.919
ERA5_BARPA [-] 24.9 24.9 25.7 -0.795 1.06 0.00 0.871 0.892 1.00 0.991 0.929
ERA5_CCAM [-] 24.7 24.7 25.7 -0.991 1.09 0.00 0.842 0.934 1.00 0.998 0.942
MPI-ESM1-2-HR_BARPA [-] 26.1 26.1 25.6 0.453 1.18 0.00180 0.917 0.831 1.00 0.997 0.915
MPI-ESM1-2-HR_CMIP6 [-] 25.9 25.9 25.6 0.330 1.34 0.193 0.919 0.807 0.987 0.996 0.903
NorESM2-MM_BARPA [-] 24.0 24.0 25.6 -1.68 2.21 0.351 0.744 0.779 0.978 0.995 0.855
NorESM2-MM_CCAM [-] 22.6 22.6 25.6 -3.00 3.12 0.0145 0.590 0.860 0.999 0.991 0.860
NorESM2-MM_CMIP6 [-] 23.0 23.0 25.6 -2.62 2.70 0.00 0.634 0.894 1.00 0.986 0.881
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 [-] 27.8
ACCESS-CM2_BARPA [-] 27.4 27.4 27.8 -0.381 1.03 0.151 0.873 0.824 0.990 0.970 0.896
ACCESS-CM2_CCAM [-] 28.4 28.4 27.8 0.584 1.40 0.156 0.840 0.756 0.989 0.997 0.867
ACCESS-CM2_CMIP6 [-] 26.0 26.0 27.3 -1.32 1.59 0.00 0.717 0.808 1.00 0.997 0.866
ACCESS-ESM1-5_BARPA [-] 28.1 28.1 27.8 0.360 0.956 0.170 0.877 0.840 0.989 0.961 0.901
ACCESS-ESM1-5_CCAM [-] 28.5 28.5 27.8 0.731 1.15 0.383 0.821 0.831 0.974 0.994 0.890
ACCESS-ESM1-5_CMIP6 [-] 27.4 27.4 27.9 -0.507 1.05 0.917 0.872 0.828 0.938 0.996 0.893
CESM2_BARPA [-] 27.5 27.5 27.8 -0.241 1.11 0.468 0.866 0.812 0.966 0.947 0.881
CESM2_CCAM [-] 28.5 28.5 27.8 0.724 1.28 0.411 0.826 0.790 0.972 0.998 0.875
CMCC-ESM2_BARPA [-] 27.9 27.9 27.8 0.171 1.13 0.260 0.872 0.806 0.983 0.921 0.878
CMCC-ESM2_CCAM [-] 27.9 27.9 27.8 0.104 0.774 0.115 0.887 0.878 0.992 0.985 0.924
CMCC-ESM2_CMIP6 [-] 26.0 26.0 27.8 -1.77 1.89 0.242 0.661 0.862 0.984 0.998 0.873
CNRM-ESM2-1_CCAM [-] 26.0 26.0 27.8 -1.80 2.05 0.835 0.648 0.798 0.944 0.988 0.835
CNRM-ESM2-1_CMIP6 [-] 26.3 26.3 27.9 -1.60 1.75 0.845 0.675 0.851 0.943 0.980 0.860
EC-Earth3_BARPA [-] 28.5 28.5 27.8 0.764 1.08 0.234 0.821 0.852 0.984 0.965 0.895
EC-Earth3_CCAM [-] 29.0 29.0 27.8 1.18 1.43 0.157 0.740 0.839 0.989 0.999 0.881
EC-Earth3_CMIP6 [-] 27.6 27.6 27.8 -0.253 0.853 0.809 0.907 0.841 0.946 0.996 0.906
ERA5_BARPA [-] 27.3 27.3 27.8 -0.469 0.906 0.150 0.859 0.873 0.990 0.957 0.910
ERA5_CCAM [-] 27.5 27.5 27.8 -0.316 0.734 0.0902 0.884 0.895 0.994 1.00 0.934
MPI-ESM1-2-HR_BARPA [-] 28.3 28.3 27.8 0.513 1.01 0.518 0.864 0.831 0.965 0.971 0.893
MPI-ESM1-2-HR_CMIP6 [-] 28.1 28.1 27.8 0.392 0.948 0.762 0.888 0.830 0.949 1.00 0.899
NorESM2-MM_BARPA [-] 26.9 26.9 27.8 -0.872 1.61 0.155 0.795 0.754 0.990 0.939 0.846
NorESM2-MM_CCAM [-] 25.4 25.4 27.8 -2.39 2.50 0.273 0.563 0.847 0.981 0.995 0.847
NorESM2-MM_CMIP6 [-] 25.6 25.6 27.8 -2.22 2.32 0.185 0.596 0.861 0.988 0.995 0.860
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 [-] 21.5 21.5 22.4 -0.964 1.28 0.00220 0.801 0.849 1.00 0.999 0.900
ACCESS-CM2_CCAM [-] 22.7 22.7 22.4 0.280 1.26 0.0114 0.873 0.780 0.999 0.999 0.886
ACCESS-CM2_CMIP6 [-] 21.2 21.2 22.8 -1.53 1.76 0.00 0.685 0.814 1.00 0.964 0.855
ACCESS-ESM1-5_BARPA [-] 22.3 22.3 22.4 -0.160 0.943 0.0111 0.865 0.864 0.999 0.999 0.918
ACCESS-ESM1-5_CCAM [-] 22.9 22.9 22.4 0.529 1.04 0.00870 0.856 0.845 0.999 0.999 0.909
ACCESS-ESM1-5_CMIP6 [-] 22.3 22.3 22.0 0.294 1.44 0.00 0.818 0.813 1.00 0.989 0.887
CESM2_BARPA [-] 20.8 20.8 22.4 -1.64 1.77 0.0111 0.689 0.872 0.999 0.998 0.886
CESM2_CCAM [-] 22.8 22.8 22.4 0.406 1.34 0.0183 0.864 0.772 0.999 0.999 0.881
CMCC-ESM2_BARPA [-] 21.2 21.2 22.4 -1.19 1.38 0.0111 0.763 0.883 0.999 1.00 0.905
CMCC-ESM2_CCAM [-] 21.7 21.7 22.4 -0.704 1.01 0.0741 0.839 0.875 0.995 0.999 0.917
CMCC-ESM2_CMIP6 [-] 21.1 21.1 22.3 -1.15 1.50 0.661 0.762 0.831 0.958 0.806 0.837
CNRM-ESM2-1_CCAM [-] 21.6 21.6 22.4 -0.833 1.74 0.992 0.809 0.733 0.930 0.999 0.841
CNRM-ESM2-1_CMIP6 [-] 21.6 21.6 21.9 -0.307 1.16 1.01 0.870 0.815 0.933 0.773 0.841
EC-Earth3_BARPA [-] 22.6 22.6 22.4 0.165 1.11 0.395 0.847 0.835 0.973 0.999 0.898
EC-Earth3_CCAM [-] 23.8 23.8 22.4 1.42 1.73 0.0177 0.719 0.823 0.999 1.00 0.873
EC-Earth3_CMIP6 [-] 23.1 23.1 22.4 0.699 1.71 0.888 0.735 0.803 0.940 0.745 0.805
ERA5_BARPA [-] 20.9 20.9 22.4 -1.49 1.59 0.0111 0.713 0.901 0.999 0.999 0.903
ERA5_CCAM [-] 22.0 22.0 22.4 -0.392 0.791 0.0124 0.877 0.896 0.999 1.00 0.934
MPI-ESM1-2-HR_BARPA [-] 22.4 22.4 22.4 -0.0466 1.21 0.00912 0.871 0.793 0.999 1.00 0.891
MPI-ESM1-2-HR_CMIP6 [-] 22.8 22.8 22.4 0.445 1.78 0.177 0.772 0.755 0.988 0.724 0.799
NorESM2-MM_BARPA [-] 20.4 20.4 22.4 -2.06 2.19 0.0133 0.625 0.849 0.999 0.998 0.864
NorESM2-MM_CCAM [-] 20.3 20.3 22.4 -2.10 2.20 0.0133 0.618 0.860 0.999 0.999 0.867
NorESM2-MM_CMIP6 [-] 20.3 20.3 22.3 -1.97 2.08 0.00 0.636 0.856 1.00 0.882 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 [-] 31.9
ACCESS-CM2_BARPA [-] 32.2 32.2 31.9 0.259 1.12 0.595 0.863 0.758 0.959 0.999 0.867
ACCESS-CM2_CCAM [-] 32.0 32.0 31.9 0.0701 1.19 0.583 0.867 0.742 0.961 0.989 0.860
ACCESS-CM2_CMIP6 [-] 30.7 30.7 31.9 -1.25 1.74 0.434 0.693 0.700 0.971 0.987 0.810
ACCESS-ESM1-5_BARPA [-] 32.8 32.8 31.9 0.896 1.26 0.205 0.762 0.795 0.976 1.00 0.866
ACCESS-ESM1-5_CCAM [-] 32.2 32.2 31.9 0.290 0.941 0.142 0.863 0.809 0.991 0.993 0.893
ACCESS-ESM1-5_CMIP6 [-] 30.9 30.9 31.7 -0.840 1.35 0.463 0.750 0.792 0.969 0.995 0.860
CESM2_BARPA [-] 32.7 32.7 31.9 0.807 1.44 1.05 0.772 0.739 0.905 1.00 0.831
CESM2_CCAM [-] 32.3 32.3 31.9 0.414 1.02 0.341 0.837 0.793 0.977 1.00 0.880
CMCC-ESM2_BARPA [-] 33.0 33.0 31.9 1.08 1.67 0.846 0.721 0.708 0.931 0.999 0.814
CMCC-ESM2_CCAM [-] 31.3 31.3 31.9 -0.556 0.963 0.293 0.825 0.835 0.979 0.987 0.892
CMCC-ESM2_CMIP6 [-] 29.8 29.8 31.8 -2.04 2.27 0.782 0.557 0.796 0.930 0.997 0.815
CNRM-ESM2-1_CCAM [-] 29.0 29.0 31.9 -2.85 2.91 0.256 0.443 0.856 0.983 0.986 0.825
CNRM-ESM2-1_CMIP6 [-] 30.5 30.5 31.6 -1.13 1.47 0.390 0.727 0.795 0.974 0.935 0.845
EC-Earth3_BARPA [-] 32.4 32.4 31.9 0.539 1.08 0.524 0.845 0.789 0.960 0.995 0.876
EC-Earth3_CCAM [-] 31.1 31.1 31.9 -0.763 1.18 0.272 0.771 0.813 0.982 0.953 0.867
EC-Earth3_CMIP6 [-] 30.4 30.4 31.8 -1.41 1.74 0.446 0.663 0.755 0.970 0.984 0.826
ERA5_BARPA [-] 31.9 31.9 31.9 0.0255 0.837 0.881 0.887 0.827 0.927 0.999 0.893
ERA5_CCAM [-] 30.8 30.8 31.9 -1.11 1.32 0.574 0.722 0.843 0.959 0.986 0.871
MPI-ESM1-2-HR_BARPA [-] 32.4 32.4 31.9 0.542 1.16 0.396 0.835 0.757 0.973 1.00 0.864
MPI-ESM1-2-HR_CMIP6 [-] 31.8 31.8 31.8 -0.0127 1.11 0.407 0.870 0.755 0.973 0.999 0.871
NorESM2-MM_BARPA [-] 32.0 32.0 31.9 0.0983 1.33 0.830 0.857 0.730 0.938 1.00 0.851
NorESM2-MM_CCAM [-] 28.7 28.7 31.9 -3.16 3.26 0.408 0.407 0.797 0.973 0.994 0.793
NorESM2-MM_CMIP6 [-] 29.3 29.3 31.8 -2.53 2.59 0.473 0.494 0.860 0.968 0.969 0.830
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 [-] 33.7
ACCESS-CM2_BARPA [-] 34.1 34.1 33.7 0.357 1.19 0.960 0.794 0.733 0.924 0.974 0.831
ACCESS-CM2_CCAM [-] 33.0 33.0 33.7 -0.693 1.54 0.452 0.750 0.662 0.964 0.986 0.805
ACCESS-CM2_CMIP6 [-] 32.9 32.9 33.7 -0.781 1.53 1.05 0.728 0.649 0.922 0.988 0.787
ACCESS-ESM1-5_BARPA [-] 34.7 34.7 33.7 1.00 1.46 0.476 0.676 0.756 0.953 0.950 0.818
ACCESS-ESM1-5_CCAM [-] 33.9 33.9 33.7 0.216 1.52 0.457 0.811 0.621 0.964 0.974 0.798
ACCESS-ESM1-5_CMIP6 [-] 33.2 33.2 33.8 -0.561 1.38 0.641 0.756 0.691 0.942 0.990 0.814
CESM2_BARPA [-] 34.8 34.8 33.7 1.09 1.69 0.857 0.652 0.701 0.897 0.961 0.782
CESM2_CCAM [-] 34.3 34.3 33.7 0.543 1.50 0.852 0.760 0.644 0.938 0.941 0.786
CMCC-ESM2_BARPA [-] 35.1 35.1 33.7 1.35 2.04 2.15 0.600 0.641 0.668 0.939 0.698
CMCC-ESM2_CCAM [-] 32.5 32.5 33.7 -1.23 1.98 0.749 0.659 0.614 0.941 0.997 0.765
CMCC-ESM2_CMIP6 [-] 31.8 31.8 33.7 -1.86 2.45 1.43 0.544 0.614 0.818 0.939 0.706
CNRM-ESM2-1_CCAM [-] 30.7 30.7 33.7 -3.01 3.20 0.777 0.362 0.705 0.941 0.980 0.738
CNRM-ESM2-1_CMIP6 [-] 33.5 33.5 33.7 -0.267 0.808 0.339 0.844 0.820 0.978 0.836 0.859
EC-Earth3_BARPA [-] 34.2 34.2 33.7 0.429 1.03 0.391 0.802 0.776 0.966 0.914 0.847
EC-Earth3_CCAM [-] 32.0 32.0 33.7 -1.73 2.38 0.354 0.557 0.595 0.970 0.952 0.734
EC-Earth3_CMIP6 [-] 31.9 31.9 33.7 -1.80 2.67 0.349 0.550 0.528 0.969 0.981 0.711
ERA5_BARPA [-] 33.8 33.8 33.7 0.0982 0.980 0.795 0.844 0.769 0.918 0.963 0.852
ERA5_CCAM [-] 32.4 32.4 33.7 -1.35 1.84 0.613 0.626 0.677 0.952 0.970 0.780
MPI-ESM1-2-HR_BARPA [-] 34.4 34.4 33.7 0.656 1.29 0.927 0.749 0.729 0.927 0.914 0.809
MPI-ESM1-2-HR_CMIP6 [-] 34.1 34.1 33.7 0.354 1.16 0.599 0.813 0.723 0.947 0.968 0.835
NorESM2-MM_BARPA [-] 33.8 33.8 33.7 0.101 1.41 1.03 0.814 0.677 0.909 0.992 0.814
NorESM2-MM_CCAM [-] 30.8 30.8 33.7 -2.88 3.12 0.868 0.381 0.675 0.936 0.993 0.732
NorESM2-MM_CMIP6 [-] 32.0 32.0 33.7 -1.74 1.93 0.907 0.548 0.825 0.936 0.991 0.825
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.6
ACCESS-CM2_BARPA [-] 22.1 22.1 22.6 -0.538 1.06 0.132 0.917 0.875 0.992 0.988 0.929
ACCESS-CM2_CCAM [-] 22.7 22.7 22.6 0.0990 1.46 0.0496 0.919 0.807 0.997 1.00 0.906
ACCESS-CM2_CMIP6 [-] 21.1 21.1 22.5 -1.33 1.72 0.0968 0.811 0.855 0.994 0.991 0.901
ACCESS-ESM1-5_BARPA [-] 23.2 23.2 22.6 0.605 1.20 0.0708 0.888 0.864 0.995 0.983 0.919
ACCESS-ESM1-5_CCAM [-] 23.2 23.2 22.6 0.545 1.45 0.0490 0.905 0.815 0.997 1.00 0.906
ACCESS-ESM1-5_CMIP6 [-] 21.9 21.9 22.5 -0.665 1.44 0.0530 0.844 0.865 0.997 0.960 0.906
CESM2_BARPA [-] 21.0 21.0 22.6 -1.56 1.77 0.0525 0.777 0.881 0.997 0.985 0.904
CESM2_CCAM [-] 22.4 22.4 22.6 -0.199 1.29 0.0505 0.926 0.831 0.997 0.998 0.917
CMCC-ESM2_BARPA [-] 21.7 21.7 22.6 -0.896 1.27 0.0925 0.865 0.877 0.994 0.990 0.921
CMCC-ESM2_CCAM [-] 21.8 21.8 22.6 -0.786 1.17 0.0517 0.876 0.895 0.997 1.00 0.933
CMCC-ESM2_CMIP6 [-] 21.2 21.2 22.5 -1.34 1.59 0.103 0.799 0.891 0.993 1.00 0.915
CNRM-ESM2-1_CCAM [-] 22.1 22.1 22.6 -0.503 1.31 0.932 0.903 0.843 0.940 1.00 0.906
CNRM-ESM2-1_CMIP6 [-] 23.0 23.0 22.5 0.522 1.01 0.910 0.897 0.890 0.942 0.997 0.923
EC-Earth3_BARPA [-] 24.0 24.0 22.6 1.41 1.57 0.0413 0.791 0.916 0.997 0.985 0.921
EC-Earth3_CCAM [-] 24.6 24.6 22.6 1.99 2.10 0.0270 0.724 0.908 0.998 0.999 0.908
EC-Earth3_CMIP6 [-] 24.0 24.0 22.5 1.47 1.58 0.0429 0.789 0.921 0.997 0.995 0.925
ERA5_BARPA [-] 21.6 21.6 22.6 -0.994 1.12 0.0339 0.854 0.931 0.998 0.992 0.941
ERA5_CCAM [-] 22.4 22.4 22.6 -0.283 0.848 0.0473 0.916 0.912 0.997 1.00 0.947
MPI-ESM1-2-HR_BARPA [-] 22.1 22.1 22.6 -0.539 1.13 0.0519 0.911 0.866 0.997 0.979 0.924
MPI-ESM1-2-HR_CMIP6 [-] 22.3 22.3 22.6 -0.338 1.29 0.0362 0.916 0.838 0.998 0.999 0.918
NorESM2-MM_BARPA [-] 20.8 20.8 22.6 -1.76 1.99 0.551 0.753 0.868 0.965 0.994 0.889
NorESM2-MM_CCAM [-] 20.4 20.4 22.6 -2.24 2.40 0.0403 0.699 0.881 0.997 0.996 0.891
NorESM2-MM_CMIP6 [-] 20.1 20.1 22.5 -2.36 2.54 0.280 0.681 0.861 0.982 0.993 0.875
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 [-] 31.4
ACCESS-CM2_BARPA [-] 31.0 31.0 31.4 -0.374 1.25 0.386 0.912 0.821 0.974 0.987 0.903
ACCESS-CM2_CCAM [-] 30.7 30.7 31.4 -0.732 1.47 0.331 0.872 0.807 0.978 0.998 0.892
ACCESS-CM2_CMIP6 [-] 29.8 29.8 31.4 -1.61 2.06 0.369 0.752 0.802 0.975 0.993 0.865
ACCESS-ESM1-5_BARPA [-] 32.1 32.1 31.4 0.714 1.22 0.497 0.880 0.846 0.963 0.994 0.906
ACCESS-ESM1-5_CCAM [-] 31.3 31.3 31.4 -0.0589 1.05 0.571 0.945 0.841 0.961 0.998 0.918
ACCESS-ESM1-5_CMIP6 [-] 29.9 29.9 31.4 -1.48 1.94 0.634 0.770 0.816 0.957 0.987 0.869
CESM2_BARPA [-] 31.0 31.0 31.4 -0.354 1.36 0.512 0.899 0.815 0.949 0.943 0.884
CESM2_CCAM [-] 31.1 31.1 31.4 -0.314 1.04 0.360 0.918 0.855 0.976 0.991 0.919
CMCC-ESM2_BARPA [-] 31.6 31.6 31.4 0.232 1.59 0.326 0.907 0.769 0.968 0.952 0.873
CMCC-ESM2_CCAM [-] 30.2 30.2 31.4 -1.23 1.66 0.358 0.805 0.823 0.974 1.00 0.885
CMCC-ESM2_CMIP6 [-] 29.7 29.7 31.4 -1.72 2.21 0.747 0.734 0.785 0.915 0.985 0.841
CNRM-ESM2-1_CCAM [-] 29.1 29.1 31.4 -2.30 2.44 0.609 0.663 0.873 0.959 0.969 0.867
CNRM-ESM2-1_CMIP6 [-] 30.8 30.8 31.5 -0.659 1.01 0.564 0.881 0.897 0.963 0.996 0.927
EC-Earth3_BARPA [-] 32.4 32.4 31.4 0.963 1.24 0.282 0.844 0.877 0.975 1.00 0.914
EC-Earth3_CCAM [-] 31.7 31.7 31.4 0.297 1.13 0.488 0.887 0.866 0.961 0.923 0.901
EC-Earth3_CMIP6 [-] 31.3 31.3 31.4 -0.0447 1.21 0.638 0.887 0.841 0.947 0.934 0.890
ERA5_BARPA [-] 31.0 31.0 31.4 -0.418 0.936 0.323 0.913 0.876 0.969 0.986 0.924
ERA5_CCAM [-] 30.6 30.6 31.4 -0.841 1.03 0.223 0.854 0.921 0.982 0.999 0.935
MPI-ESM1-2-HR_BARPA [-] 31.8 31.8 31.4 0.406 0.934 0.409 0.920 0.869 0.972 0.991 0.924
MPI-ESM1-2-HR_CMIP6 [-] 31.8 31.8 31.4 0.376 1.09 0.576 0.923 0.841 0.960 1.00 0.913
NorESM2-MM_BARPA [-] 30.0 30.0 31.4 -1.36 2.27 0.374 0.792 0.733 0.966 0.967 0.838
NorESM2-MM_CCAM [-] 28.0 28.0 31.4 -3.44 3.55 0.508 0.544 0.862 0.966 0.995 0.846
NorESM2-MM_CMIP6 [-] 29.0 29.0 31.4 -2.44 2.58 0.286 0.650 0.876 0.981 0.992 0.875
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 [-] 27.8
ACCESS-CM2_BARPA [-] 27.5 27.5 27.8 -0.263 1.21 0.252 0.918 0.838 0.984 0.994 0.914
ACCESS-CM2_CCAM [-] 27.8 27.8 27.8 0.0475 1.46 0.0236 0.920 0.799 0.998 0.994 0.902
ACCESS-CM2_CMIP6 [-] 26.5 26.5 27.8 -1.32 1.78 0.0436 0.805 0.828 0.997 1.00 0.892
ACCESS-ESM1-5_BARPA [-] 28.8 28.8 27.8 0.985 1.42 0.119 0.846 0.852 0.992 0.989 0.906
ACCESS-ESM1-5_CCAM [-] 28.1 28.1 27.8 0.255 1.42 0.0678 0.925 0.806 0.995 0.996 0.906
ACCESS-ESM1-5_CMIP6 [-] 26.8 26.8 27.7 -0.883 1.48 0.191 0.855 0.839 0.987 1.00 0.904
CESM2_BARPA [-] 26.8 26.8 27.8 -1.00 1.49 0.0155 0.834 0.860 0.999 0.962 0.903
CESM2_CCAM [-] 27.5 27.5 27.8 -0.262 1.29 0.0124 0.924 0.825 0.999 1.00 0.915
CMCC-ESM2_BARPA [-] 27.4 27.4 27.8 -0.413 1.49 0.124 0.897 0.811 0.992 0.959 0.894
CMCC-ESM2_CCAM [-] 26.8 26.8 27.8 -0.971 1.42 0.175 0.843 0.864 0.988 1.00 0.912
CMCC-ESM2_CMIP6 [-] 26.4 26.4 27.8 -1.41 1.67 0.201 0.790 0.880 0.984 1.00 0.907
CNRM-ESM2-1_CCAM [-] 26.7 26.7 27.8 -1.15 1.65 0.386 0.821 0.854 0.975 0.921 0.885
CNRM-ESM2-1_CMIP6 [-] 28.2 28.2 27.9 0.309 1.19 0.256 0.893 0.852 0.984 0.919 0.900
EC-Earth3_BARPA [-] 29.5 29.5 27.8 1.64 1.83 0.0373 0.757 0.880 0.998 1.00 0.903
EC-Earth3_CCAM [-] 29.7 29.7 27.8 1.89 2.02 0.109 0.728 0.898 0.993 0.971 0.898
EC-Earth3_CMIP6 [-] 29.0 29.0 27.8 1.25 1.48 0.184 0.807 0.894 0.988 0.973 0.911
ERA5_BARPA [-] 27.2 27.2 27.8 -0.611 1.02 0.0212 0.889 0.894 0.999 0.994 0.934
ERA5_CCAM [-] 27.7 27.7 27.8 -0.0943 0.756 0.0205 0.928 0.910 0.999 1.00 0.949
MPI-ESM1-2-HR_BARPA [-] 27.9 27.9 27.8 0.0700 0.986 0.102 0.939 0.862 0.993 0.987 0.929
MPI-ESM1-2-HR_CMIP6 [-] 27.9 27.9 27.8 0.113 1.09 0.236 0.930 0.853 0.984 0.990 0.922
NorESM2-MM_BARPA [-] 26.1 26.1 27.8 -1.74 2.20 0.0294 0.747 0.817 0.998 0.992 0.874
NorESM2-MM_CCAM [-] 24.9 24.9 27.8 -2.93 3.16 0.0694 0.619 0.837 0.995 0.999 0.858
NorESM2-MM_CMIP6 [-] 25.4 25.4 27.8 -2.39 2.59 0.0222 0.674 0.859 0.999 0.988 0.876
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.0
ACCESS-CM2_BARPA [-] 15.0 15.0 15.9 -0.949 1.10 0.494 0.783 0.913 0.968 0.997 0.915
ACCESS-CM2_CCAM [-] 16.0 16.0 16.0 0.0628 1.02 0.429 0.864 0.828 0.972 0.998 0.898
ACCESS-CM2_CMIP6 [-] 14.5 14.5 15.3 -0.784 1.14 0.487 0.797 0.843 0.969 0.0940 0.709
ACCESS-ESM1-5_BARPA [-] 15.9 15.9 15.9 -0.0653 0.805 0.517 0.861 0.892 0.967 0.996 0.922
ACCESS-ESM1-5_CCAM [-] 16.2 16.2 16.0 0.237 1.02 0.433 0.858 0.834 0.972 0.996 0.899
ACCESS-ESM1-5_CMIP6 [-] 16.3 16.3 17.0 -0.652 0.748 0.983 0.819 0.894 0.937 1.00 0.909
CESM2_BARPA [-] 13.5 13.5 15.9 -2.38 2.42 0.322 0.557 0.892 0.979 0.999 0.864
CESM2_CCAM [-] 14.3 14.3 16.0 -1.72 1.92 0.454 0.658 0.835 0.971 0.999 0.860
CMCC-ESM2_BARPA [-] 14.5 14.5 15.9 -1.46 1.54 0.354 0.703 0.898 0.977 0.991 0.894
CMCC-ESM2_CCAM [-] 15.4 15.4 16.0 -0.553 0.849 0.461 0.849 0.899 0.970 0.999 0.923
CMCC-ESM2_CMIP6 [-] 15.2 15.2 16.4 -1.15 1.69 0.00 0.745 0.737 1.00 0.283 0.700
CNRM-ESM2-1_CCAM [-] 15.4 15.4 16.0 -0.572 1.08 0.542 0.833 0.850 0.965 0.999 0.899
CNRM-ESM2-1_CMIP6 [-] 15.7 15.7 16.4 -0.726 0.930 0.486 0.817 0.853 0.969 0.554 0.809
EC-Earth3_BARPA [-] 16.4 16.4 15.9 0.499 0.827 0.282 0.848 0.909 0.980 0.996 0.928
EC-Earth3_CCAM [-] 17.5 17.5 16.0 1.53 1.65 0.276 0.685 0.892 0.981 0.998 0.890
EC-Earth3_CMIP6 [-] 16.5 16.5 16.0 0.514 0.841 0.162 0.834 0.922 0.990 0.979 0.929
ERA5_BARPA [-] 14.5 14.5 15.9 -1.45 1.50 0.314 0.701 0.927 0.980 0.999 0.907
ERA5_CCAM [-] 15.8 15.8 16.0 -0.141 0.759 0.457 0.874 0.894 0.971 0.997 0.926
MPI-ESM1-2-HR_BARPA [-] 14.3 14.3 15.9 -1.65 1.76 0.330 0.670 0.871 0.978 0.994 0.877
MPI-ESM1-2-HR_CMIP6 [-] 14.4 14.4 16.0 -1.64 1.83 0.329 0.679 0.841 0.979 0.448 0.757
NorESM2-MM_BARPA [-] 14.0 14.0 15.9 -1.93 1.99 0.525 0.623 0.897 0.966 0.995 0.876
NorESM2-MM_CCAM [-] 14.2 14.2 16.0 -1.82 1.97 0.400 0.641 0.856 0.974 0.995 0.864
NorESM2-MM_CMIP6 [-] 14.5 14.5 16.4 -1.85 2.03 0.488 0.617 0.825 0.969 0.904 0.828
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 [-] 13.2 13.2 14.4 -1.21 1.32 0.0118 0.723 0.884 0.999 0.989 0.896
ACCESS-CM2_CCAM [-] 14.0 14.0 14.4 -0.381 0.875 0.0200 0.859 0.857 0.999 0.987 0.912
ACCESS-CM2_CMIP6 [-] 13.3 13.3 14.7 -1.38 1.78 0.00 0.662 0.713 1.00 1.00 0.818
ACCESS-ESM1-5_BARPA [-] 13.9 13.9 14.4 -0.578 0.840 0.0118 0.841 0.888 0.999 0.992 0.921
ACCESS-ESM1-5_CCAM [-] 13.8 13.8 14.4 -0.556 0.911 0.0941 0.836 0.872 0.994 0.990 0.912
ACCESS-ESM1-5_CMIP6 [-] 15.2 15.2 15.0 0.248 0.885 0.496 0.936 0.799 0.968 0.990 0.898
CESM2_BARPA [-] 11.8 11.8 14.4 -2.65 2.70 0.635 0.486 0.871 0.959 0.994 0.836
CESM2_CCAM [-] 12.1 12.1 14.4 -2.31 2.39 0.768 0.540 0.850 0.951 0.976 0.833
CMCC-ESM2_BARPA [-] 12.7 12.7 14.4 -1.74 1.81 0.818 0.627 0.885 0.948 0.984 0.865
CMCC-ESM2_CCAM [-] 13.7 13.7 14.4 -0.662 0.906 0.893 0.825 0.891 0.943 0.978 0.906
CMCC-ESM2_CMIP6 [-] 14.2 14.2 14.5 -0.270 2.19 0.651 0.625 0.719 0.958 0.793 0.763
CNRM-ESM2-1_CCAM [-] 13.1 13.1 14.4 -1.28 1.39 0.500 0.715 0.887 0.968 0.975 0.886
CNRM-ESM2-1_CMIP6 [-] 15.0 15.0 15.1 -0.128 0.854 0.00 0.853 0.843 1.00 0.704 0.849
EC-Earth3_BARPA [-] 14.7 14.7 14.4 0.315 0.777 0.0236 0.861 0.875 0.998 0.986 0.919
EC-Earth3_CCAM [-] 15.6 15.6 14.4 1.19 1.37 0.0200 0.719 0.871 0.999 0.984 0.889
EC-Earth3_CMIP6 [-] 15.6 15.6 14.5 1.05 1.36 0.00 0.725 0.842 1.00 0.995 0.881
ERA5_BARPA [-] 13.0 13.0 14.4 -1.44 1.48 0.295 0.679 0.922 0.981 0.993 0.900
ERA5_CCAM [-] 14.1 14.1 14.4 -0.318 0.670 0.494 0.865 0.918 0.968 0.992 0.932
MPI-ESM1-2-HR_BARPA [-] 12.3 12.3 14.4 -2.17 2.24 0.723 0.556 0.867 0.954 0.983 0.845
MPI-ESM1-2-HR_CMIP6 [-] 12.8 12.8 14.4 -1.66 1.89 0.784 0.620 0.784 0.950 0.579 0.743
NorESM2-MM_BARPA [-] 12.4 12.4 14.4 -2.02 2.09 0.0118 0.579 0.879 0.999 0.987 0.865
NorESM2-MM_CCAM [-] 12.2 12.2 14.4 -2.21 2.27 0.0200 0.553 0.873 0.999 0.991 0.858
NorESM2-MM_CMIP6 [-] 13.4 13.4 14.5 -1.12 1.62 0.00 0.717 0.782 1.00 0.344 0.725
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 [-] 18.5
ACCESS-CM2_BARPA [-] 17.8 17.8 18.6 -0.783 1.13 0.404 0.830 0.882 0.974 0.978 0.909
ACCESS-CM2_CCAM [-] 19.5 19.5 18.6 0.938 1.68 0.164 0.781 0.769 0.989 0.978 0.857
ACCESS-CM2_CMIP6 [-] 18.1 18.1 19.4 -1.26 1.74 0.321 0.715 0.831 0.979 0.906 0.853
ACCESS-ESM1-5_BARPA [-] 18.9 18.9 18.6 0.284 1.05 0.177 0.849 0.857 0.989 0.981 0.907
ACCESS-ESM1-5_CCAM [-] 19.8 19.8 18.6 1.26 1.81 0.0900 0.738 0.780 0.994 0.993 0.857
ACCESS-ESM1-5_CMIP6 [-] 19.6 19.6 19.2 0.315 1.06 0.00 0.934 0.791 1.00 0.967 0.897
CESM2_BARPA [-] 16.7 16.7 18.6 -1.94 2.07 0.0848 0.657 0.872 0.995 0.985 0.876
CESM2_CCAM [-] 19.1 19.1 18.6 0.525 1.70 0.0711 0.823 0.740 0.995 0.977 0.855
CMCC-ESM2_BARPA [-] 17.5 17.5 18.6 -1.15 1.36 0.0884 0.785 0.885 0.994 0.977 0.905
CMCC-ESM2_CCAM [-] 18.6 18.6 18.6 0.0219 0.988 0.129 0.848 0.878 0.992 0.978 0.914
CMCC-ESM2_CMIP6 [-] 18.5 18.5 18.5 -0.0527 1.12 0.656 0.861 0.836 0.958 0.651 0.828
CNRM-ESM2-1_CCAM [-] 18.9 18.9 18.6 0.390 1.57 0.917 0.839 0.750 0.941 0.976 0.851
CNRM-ESM2-1_CMIP6 [-] 18.3 18.3 18.0 0.336 0.757 0.660 0.928 0.869 0.958 0.994 0.924
EC-Earth3_BARPA [-] 19.2 19.2 18.6 0.602 1.11 0.0603 0.822 0.876 0.996 0.978 0.910
EC-Earth3_CCAM [-] 20.9 20.9 18.6 2.29 2.47 0.0742 0.607 0.830 0.995 0.988 0.850
EC-Earth3_CMIP6 [-] 20.3 20.3 18.8 1.59 1.90 0.169 0.710 0.823 0.989 0.989 0.867
ERA5_BARPA [-] 17.3 17.3 18.6 -1.38 1.48 0.0813 0.745 0.913 0.995 0.991 0.912
ERA5_CCAM [-] 18.9 18.9 18.6 0.316 0.979 0.0726 0.843 0.884 0.995 0.991 0.919
MPI-ESM1-2-HR_BARPA [-] 18.0 18.0 18.6 -0.653 1.30 0.0708 0.849 0.822 0.995 0.953 0.888
MPI-ESM1-2-HR_CMIP6 [-] 18.9 18.9 18.5 0.388 1.96 0.00 0.860 0.680 1.00 1.00 0.844
NorESM2-MM_BARPA [-] 16.8 16.8 18.6 -1.86 1.95 0.788 0.673 0.893 0.949 0.977 0.877
NorESM2-MM_CCAM [-] 17.5 17.5 18.6 -1.03 1.40 0.163 0.802 0.849 0.990 0.991 0.896
NorESM2-MM_CMIP6 [-] 17.2 17.2 18.5 -1.35 1.50 0.983 0.725 0.868 0.937 0.842 0.848
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 19.0
ACCESS-CM2_BARPA [-] 18.5 18.5 18.9 -0.381 0.905 0.279 0.913 0.863 0.982 0.945 0.913
ACCESS-CM2_CCAM [-] 19.9 19.9 19.0 0.957 1.71 0.343 0.800 0.759 0.978 0.979 0.855
ACCESS-CM2_CMIP6 [-] 16.6 16.6 18.7 -2.11 2.21 0.00 0.608 0.855 1.00 0.0201 0.667
ACCESS-ESM1-5_BARPA [-] 19.4 19.4 18.9 0.483 0.999 0.279 0.876 0.857 0.982 0.938 0.902
ACCESS-ESM1-5_CCAM [-] 19.8 19.8 19.0 0.803 1.48 0.584 0.829 0.790 0.963 0.992 0.873
ACCESS-ESM1-5_CMIP6 [-] 19.0 19.0 19.3 -0.365 0.685 0.492 0.934 0.897 0.968 0.702 0.880
CESM2_BARPA [-] 17.0 17.0 18.9 -1.90 2.01 0.657 0.674 0.877 0.958 0.958 0.869
CESM2_CCAM [-] 18.4 18.4 19.0 -0.519 1.39 0.699 0.875 0.790 0.955 0.982 0.878
CMCC-ESM2_BARPA [-] 17.8 17.8 18.9 -1.12 1.25 0.683 0.795 0.903 0.956 0.959 0.903
CMCC-ESM2_CCAM [-] 19.0 19.0 19.0 0.00188 0.847 0.697 0.914 0.868 0.955 0.998 0.921
CMCC-ESM2_CMIP6 [-] 17.8 17.8 19.3 -1.51 1.63 0.788 0.714 0.874 0.949 0.760 0.834
CNRM-ESM2-1_CCAM [-] 19.2 19.2 19.0 0.249 1.22 0.279 0.895 0.800 0.982 0.996 0.895
CNRM-ESM2-1_CMIP6 [-] 18.5 18.5 18.4 0.0929 0.407 0.00 0.977 0.905 1.00 1.00 0.957
EC-Earth3_BARPA [-] 20.4 20.4 18.9 1.51 1.71 0.105 0.715 0.879 0.993 0.913 0.876
EC-Earth3_CCAM [-] 21.5 21.5 19.0 2.52 2.64 0.374 0.591 0.858 0.976 0.990 0.855
EC-Earth3_CMIP6 [-] 20.4 20.4 18.9 1.45 1.57 0.164 0.741 0.882 0.989 0.832 0.865
ERA5_BARPA [-] 18.2 18.2 18.9 -0.787 0.925 0.523 0.853 0.921 0.966 0.948 0.922
ERA5_CCAM [-] 19.5 19.5 19.0 0.517 0.949 0.666 0.868 0.875 0.957 0.996 0.914
MPI-ESM1-2-HR_BARPA [-] 17.9 17.9 18.9 -0.985 1.33 0.687 0.819 0.843 0.956 0.942 0.881
MPI-ESM1-2-HR_CMIP6 [-] 18.4 18.4 19.0 -0.642 1.24 0.787 0.874 0.809 0.950 0.900 0.868
NorESM2-MM_BARPA [-] 17.3 17.3 18.9 -1.59 1.67 0.283 0.721 0.909 0.982 0.961 0.896
NorESM2-MM_CCAM [-] 17.4 17.4 19.0 -1.54 1.68 0.378 0.729 0.884 0.976 1.00 0.895
NorESM2-MM_CMIP6 [-] 17.3 17.3 19.3 -2.00 2.13 0.394 0.643 0.856 0.975 0.898 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 [-] 23.1
ACCESS-CM2_BARPA [-] 22.9 22.9 23.1 -0.177 1.30 0.850 0.905 0.800 0.945 0.939 0.878
ACCESS-CM2_CCAM [-] 24.0 24.0 23.1 0.922 2.03 0.612 0.785 0.738 0.961 0.915 0.827
ACCESS-CM2_CMIP6 [-] 21.5 21.5 22.8 -1.37 1.81 0.737 0.744 0.807 0.953 0.681 0.798
ACCESS-ESM1-5_BARPA [-] 23.9 23.9 23.1 0.827 1.48 0.266 0.821 0.814 0.983 0.914 0.869
ACCESS-ESM1-5_CCAM [-] 23.6 23.6 23.1 0.582 1.66 0.236 0.833 0.776 0.985 0.911 0.856
ACCESS-ESM1-5_CMIP6 [-] 22.8 22.8 22.9 -0.0755 0.774 0.00 0.960 0.880 1.00 0.958 0.936
CESM2_BARPA [-] 21.6 21.6 23.1 -1.51 1.80 0.0130 0.751 0.852 0.999 0.914 0.874
CESM2_CCAM [-] 22.8 22.8 23.1 -0.287 1.37 0.0281 0.877 0.816 0.998 0.889 0.879
CMCC-ESM2_BARPA [-] 22.2 22.2 23.1 -0.945 1.41 0.179 0.825 0.846 0.989 0.927 0.887
CMCC-ESM2_CCAM [-] 22.8 22.8 23.1 -0.282 1.32 0.00979 0.866 0.827 0.999 0.930 0.890
CMCC-ESM2_CMIP6 [-] 21.4 21.4 23.0 -1.63 2.02 0.139 0.714 0.864 0.991 0.216 0.730
CNRM-ESM2-1_CCAM [-] 23.2 23.2 23.1 0.109 1.47 0.983 0.852 0.797 0.937 0.928 0.862
CNRM-ESM2-1_CMIP6 [-] 24.7 24.7 23.6 1.12 1.63 0.983 0.780 0.824 0.937 0.401 0.753
EC-Earth3_BARPA [-] 24.8 24.8 23.1 1.73 2.01 0.126 0.691 0.870 0.992 0.905 0.865
EC-Earth3_CCAM [-] 25.5 25.5 23.1 2.47 2.70 0.154 0.611 0.850 0.990 0.874 0.835
EC-Earth3_CMIP6 [-] 24.0 24.0 22.9 1.06 1.77 0.340 0.744 0.863 0.978 0.578 0.805
ERA5_BARPA [-] 22.6 22.6 23.1 -0.557 1.06 0.113 0.873 0.875 0.993 0.944 0.912
ERA5_CCAM [-] 23.4 23.4 23.1 0.288 1.18 0.100 0.850 0.853 0.994 0.922 0.894
MPI-ESM1-2-HR_BARPA [-] 22.9 22.9 23.1 -0.243 1.21 0.00 0.898 0.821 1.00 0.902 0.888
MPI-ESM1-2-HR_CMIP6 [-] 23.2 23.2 23.1 0.0357 0.926 0.00 0.899 0.867 1.00 0.963 0.919
NorESM2-MM_BARPA [-] 21.5 21.5 23.1 -1.63 2.02 0.294 0.737 0.817 0.981 0.959 0.862
NorESM2-MM_CCAM [-] 20.8 20.8 23.1 -2.31 2.59 0.0638 0.647 0.817 0.996 0.959 0.847
NorESM2-MM_CMIP6 [-] 20.6 20.6 23.0 -2.46 2.79 0.139 0.640 0.791 0.991 0.306 0.704
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 [-] 24.4
ACCESS-CM2_BARPA [-] 23.9 23.9 24.4 -0.468 1.26 0.127 0.898 0.825 0.992 0.991 0.906
ACCESS-CM2_CCAM [-] 25.1 25.1 24.4 0.699 1.66 0.136 0.861 0.773 0.991 1.00 0.879
ACCESS-CM2_CMIP6 [-] 23.4 23.4 24.3 -0.935 1.61 0.0736 0.837 0.831 0.995 0.994 0.898
ACCESS-ESM1-5_BARPA [-] 25.2 25.2 24.4 0.843 1.42 0.164 0.848 0.826 0.989 0.982 0.894
ACCESS-ESM1-5_CCAM [-] 25.1 25.1 24.4 0.718 1.69 0.130 0.860 0.772 0.992 0.993 0.878
ACCESS-ESM1-5_CMIP6 [-] 24.2 24.2 24.4 -0.229 1.03 0.602 0.915 0.865 0.961 0.992 0.920
CESM2_BARPA [-] 22.8 22.8 24.4 -1.53 1.82 0.112 0.751 0.870 0.993 0.957 0.888
CESM2_CCAM [-] 23.9 23.9 24.4 -0.506 1.61 0.124 0.871 0.789 0.992 0.964 0.881
CMCC-ESM2_BARPA [-] 23.4 23.4 24.4 -0.933 1.44 0.103 0.825 0.860 0.993 0.953 0.898
CMCC-ESM2_CCAM [-] 23.9 23.9 24.4 -0.484 1.14 0.139 0.883 0.864 0.991 0.994 0.919
CMCC-ESM2_CMIP6 [-] 22.9 22.9 24.2 -1.35 1.60 0.300 0.769 0.890 0.981 0.931 0.892
CNRM-ESM2-1_CCAM [-] 23.5 23.5 24.4 -0.908 1.67 0.260 0.838 0.810 0.983 0.985 0.885
CNRM-ESM2-1_CMIP6 [-] 24.6 24.6 24.4 0.144 1.10 0.248 0.912 0.843 0.984 0.999 0.916
EC-Earth3_BARPA [-] 25.9 25.9 24.4 1.48 1.85 0.179 0.759 0.828 0.988 0.995 0.880
EC-Earth3_CCAM [-] 26.7 26.7 24.4 2.27 2.47 0.0991 0.660 0.846 0.994 0.999 0.869
EC-Earth3_CMIP6 [-] 25.8 25.8 24.5 1.37 1.64 0.160 0.770 0.868 0.990 0.999 0.899
ERA5_BARPA [-] 23.4 23.4 24.4 -1.02 1.19 0.0966 0.829 0.914 0.994 0.994 0.929
ERA5_CCAM [-] 24.6 24.6 24.4 0.196 0.921 0.141 0.904 0.876 0.991 1.00 0.929
MPI-ESM1-2-HR_BARPA [-] 23.4 23.4 24.4 -0.956 1.51 0.189 0.829 0.827 0.988 0.965 0.887
MPI-ESM1-2-HR_CMIP6 [-] 23.9 23.9 24.5 -0.618 1.16 0.0857 0.880 0.863 0.994 0.967 0.914
NorESM2-MM_BARPA [-] 22.6 22.6 24.4 -1.81 2.05 0.102 0.722 0.861 0.993 0.995 0.886
NorESM2-MM_CCAM [-] 22.3 22.3 24.4 -2.06 2.39 0.104 0.692 0.830 0.993 0.997 0.869
NorESM2-MM_CMIP6 [-] 22.0 22.0 24.2 -2.25 2.43 0.150 0.663 0.861 0.990 0.955 0.866
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 [-] 30.6
ACCESS-CM2_BARPA [-] 31.0 31.0 30.5 0.445 1.46 0.856 0.586 0.728 0.929 0.873 0.769
ACCESS-CM2_CCAM [-] 31.1 31.1 30.6 0.501 1.48 0.910 0.694 0.601 0.934 0.988 0.763
ACCESS-CM2_CMIP6 [-] 28.9 28.9 30.4 -1.55 1.97 1.24 0.538 0.600 0.870 0.943 0.710
ACCESS-ESM1-5_BARPA [-] 31.4 31.4 30.5 0.846 1.52 0.443 0.559 0.766 0.966 0.897 0.791
ACCESS-ESM1-5_CCAM [-] 31.6 31.6 30.6 1.05 1.46 0.362 0.586 0.724 0.971 0.990 0.799
ACCESS-ESM1-5_CMIP6 [-] 30.8 30.8 31.3 -0.513 0.982 1.02 0.713 0.693 0.933 0.793 0.765
CESM2_BARPA [-] 31.6 31.6 30.5 1.05 1.62 0.596 0.542 0.769 0.948 0.906 0.787
CESM2_CCAM [-] 31.4 31.4 30.6 0.771 1.27 0.432 0.650 0.709 0.967 0.987 0.804
CMCC-ESM2_BARPA [-] 31.4 31.4 30.5 0.853 1.62 0.545 0.557 0.722 0.957 0.894 0.770
CMCC-ESM2_CCAM [-] 30.5 30.5 30.6 -0.137 0.878 0.347 0.792 0.764 0.974 0.998 0.858
CMCC-ESM2_CMIP6 [-] 29.7 29.7 30.9 -1.22 1.43 0.570 0.550 0.690 0.962 0.999 0.778
CNRM-ESM2-1_CCAM [-] 28.5 28.5 30.6 -2.07 2.21 0.427 0.407 0.730 0.971 0.986 0.765
CNRM-ESM2-1_CMIP6 [-] 30.3 30.3 31.7 -1.44 1.86 0.679 0.508 0.659 0.955 0.544 0.665
EC-Earth3_BARPA [-] 30.4 30.4 30.5 -0.0882 0.977 0.333 0.758 0.760 0.976 0.979 0.847
EC-Earth3_CCAM [-] 29.9 29.9 30.6 -0.724 1.23 0.216 0.674 0.714 0.984 0.992 0.815
EC-Earth3_CMIP6 [-] 29.5 29.5 30.8 -1.23 1.55 0.138 0.558 0.673 0.991 0.999 0.779
ERA5_BARPA [-] 30.5 30.5 30.5 -0.0106 1.01 0.482 0.706 0.800 0.966 0.936 0.841
ERA5_CCAM [-] 30.1 30.1 30.6 -0.465 1.01 0.428 0.741 0.749 0.971 1.00 0.842
MPI-ESM1-2-HR_BARPA [-] 30.5 30.5 30.5 -0.0318 1.33 0.529 0.641 0.712 0.962 0.884 0.782
MPI-ESM1-2-HR_CMIP6 [-] 31.0 31.0 30.7 0.315 1.43 0.612 0.623 0.683 0.959 0.995 0.789
NorESM2-MM_BARPA [-] 31.0 31.0 30.5 0.510 1.15 0.629 0.656 0.781 0.957 0.946 0.824
NorESM2-MM_CCAM [-] 28.7 28.7 30.6 -1.89 2.05 0.744 0.437 0.717 0.945 0.998 0.763
NorESM2-MM_CMIP6 [-] 29.4 29.4 30.9 -1.53 1.70 0.683 0.474 0.696 0.954 0.999 0.764

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 19:25:42 2024: ncatted -a missing_value,TX,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TX/v20240411/TX_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 13:50:23 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/TX/v20240411/TX_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/TX/v20240411/TX_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 TX /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TX/v20240411/TX_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:
TX

  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)