Mean State

Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 38.3
ACCESS-CM2_BARPA [-] 48.9 49.2 38.3 10.9 21.2 0.871 0.788 0.720 0.916 0.979 0.824
ACCESS-CM2_CCAM [-] 46.7 46.7 38.3 8.46 20.0 1.09 0.803 0.729 0.897 0.958 0.823
ACCESS-CM2_CMIP6 [-] 45.6 45.6 38.9 6.67 22.3 0.849 0.792 0.686 0.911 0.884 0.792
ACCESS-ESM1-5_BARPA [-] 46.3 46.6 38.3 8.27 17.8 0.771 0.824 0.742 0.933 0.970 0.842
ACCESS-ESM1-5_CCAM [-] 49.8 49.8 38.3 11.5 22.8 1.09 0.777 0.695 0.896 0.953 0.803
ACCESS-ESM1-5_CMIP6 [-] 49.3 49.3 38.6 10.7 24.7 1.17 0.777 0.650 0.887 0.983 0.790
CESM2_BARPA [-] 39.3 39.5 38.3 1.19 15.9 0.939 0.876 0.744 0.921 0.987 0.854
CESM2_CCAM [-] 32.2 32.3 38.3 -6.01 21.4 1.76 0.837 0.679 0.805 0.979 0.796
CESM2_CMIP6 [-] 48.6 48.6 38.1 10.5 22.5 0.805 0.780 0.687 0.922 0.985 0.812
CMCC-ESM2_BARPA [-] 36.4 36.5 38.3 -1.77 18.6 1.52 0.881 0.714 0.858 0.973 0.828
CMCC-ESM2_CCAM [-] 55.8 55.9 38.3 17.6 25.7 1.19 0.710 0.714 0.893 0.979 0.802
CMCC-ESM2_CMIP6 [-] 62.6 62.6 38.1 24.6 38.1 0.828 0.644 0.617 0.932 0.939 0.750
CNRM-ESM2-1_CCAM [-] 45.2 45.3 38.3 7.00 17.6 0.870 0.836 0.749 0.919 0.969 0.845
CNRM-ESM2-1_CMIP6 [-] 31.6 31.6 38.4 -6.77 19.8 1.23 0.825 0.701 0.871 0.951 0.810
EC-Earth3_BARPA [-] 34.8 35.2 38.3 -3.11 14.5 0.815 0.858 0.779 0.931 0.965 0.863
EC-Earth3_CCAM [-] 44.0 44.1 38.3 5.86 19.0 0.851 0.862 0.708 0.916 0.944 0.827
EC-Earth3_CMIP6 [-] 37.7 37.7 38.2 -0.520 20.5 0.928 0.832 0.704 0.905 0.970 0.823
ERA5_BARPA [-] 46.7 46.9 38.5 8.43 16.7 1.16 0.832 0.770 0.896 0.991 0.852
ERA5_CCAM [-] 48.5 48.6 38.5 10.1 15.4 0.709 0.811 0.806 0.931 0.977 0.866
MPI-ESM1-2-HR_BARPA [-] 33.6 34.0 38.3 -4.33 15.7 0.909 0.858 0.761 0.910 0.979 0.854
MPI-ESM1-2-HR_CMIP6 [-] 19.4 19.4 38.7 -19.3 26.1 1.29 0.652 0.724 0.859 0.822 0.756
NorESM2-MM_BARPA [-] 50.8 51.1 38.3 12.8 23.2 1.62 0.768 0.698 0.843 0.983 0.798
NorESM2-MM_CCAM [-] 58.2 58.3 38.3 20.0 26.4 0.963 0.688 0.734 0.914 0.983 0.810
NorESM2-MM_CMIP6 [-] 63.4 63.4 38.1 25.3 31.9 1.16 0.625 0.707 0.889 0.968 0.779
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.7
ACCESS-CM2_BARPA [-] 62.5 62.4 49.7 12.7 20.1 0.817 0.744 0.700 0.927 0.974 0.821
ACCESS-CM2_CCAM [-] 65.7 65.5 49.7 15.9 23.8 0.458 0.689 0.660 0.966 0.956 0.800
ACCESS-CM2_CMIP6 [-] 67.3 67.3 49.3 18.0 25.1 0.343 0.643 0.648 0.980 0.920 0.781
ACCESS-ESM1-5_BARPA [-] 62.5 62.5 49.7 12.8 21.5 0.718 0.746 0.677 0.937 0.997 0.821
ACCESS-ESM1-5_CCAM [-] 76.4 76.3 49.7 26.6 36.1 0.436 0.540 0.567 0.968 0.914 0.727
ACCESS-ESM1-5_CMIP6 [-] 71.9 71.9 50.3 21.6 35.4 0.707 0.610 0.518 0.939 0.873 0.711
CESM2_BARPA [-] 56.5 56.5 49.7 6.82 15.2 0.418 0.844 0.738 0.969 0.988 0.868
CESM2_CCAM [-] 41.0 41.0 49.7 -8.67 16.6 1.24 0.811 0.726 0.869 0.993 0.836
CESM2_CMIP6 [-] 74.9 74.9 49.9 25.0 35.2 0.712 0.547 0.555 0.941 0.996 0.737
CMCC-ESM2_BARPA [-] 51.1 51.1 49.7 1.38 13.6 0.641 0.917 0.738 0.943 0.998 0.881
CMCC-ESM2_CCAM [-] 73.2 73.0 49.7 23.4 31.4 0.460 0.578 0.610 0.961 0.956 0.758
CMCC-ESM2_CMIP6 [-] 68.2 68.2 49.9 18.3 27.1 0.848 0.648 0.622 0.927 0.943 0.767
CNRM-ESM2-1_CCAM [-] 57.0 56.9 49.7 7.23 17.7 0.740 0.841 0.691 0.936 0.984 0.844
CNRM-ESM2-1_CMIP6 [-] 48.0 48.0 49.8 -1.79 18.2 1.42 0.814 0.692 0.839 0.652 0.743
EC-Earth3_BARPA [-] 37.6 37.7 49.7 -12.0 14.5 0.836 0.750 0.830 0.932 0.913 0.853
EC-Earth3_CCAM [-] 50.4 50.4 49.7 0.750 19.1 0.536 0.921 0.642 0.960 0.983 0.850
EC-Earth3_CMIP6 [-] 34.2 34.2 49.8 -15.5 18.7 0.909 0.684 0.785 0.917 0.966 0.832
ERA5_BARPA [-] 56.4 56.3 49.7 6.56 13.6 0.538 0.847 0.768 0.959 0.997 0.879
ERA5_CCAM [-] 66.7 66.6 49.7 16.9 20.8 0.700 0.674 0.749 0.942 0.990 0.829
MPI-ESM1-2-HR_BARPA [-] 34.0 34.0 49.7 -15.7 18.8 1.49 0.686 0.787 0.831 0.845 0.787
MPI-ESM1-2-HR_CMIP6 [-] 23.1 23.1 50.4 -27.3 29.3 1.73 0.515 0.775 0.778 0.816 0.727
NorESM2-MM_BARPA [-] 64.8 64.7 49.7 15.1 23.1 1.21 0.705 0.668 0.858 0.957 0.783
NorESM2-MM_CCAM [-] 71.0 70.8 49.7 21.1 24.4 0.773 0.614 0.756 0.921 0.995 0.814
NorESM2-MM_CMIP6 [-] 82.4 82.4 49.9 32.5 35.7 1.14 0.465 0.702 0.881 0.917 0.737
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 63.4
ACCESS-CM2_BARPA [-] 77.0 77.2 63.4 13.7 24.3 0.725 0.790 0.719 0.935 0.952 0.828
ACCESS-CM2_CCAM [-] 68.4 68.4 63.4 4.92 18.3 0.839 0.856 0.769 0.919 0.992 0.871
ACCESS-CM2_CMIP6 [-] 62.8 62.8 67.4 -4.57 20.7 0.564 0.830 0.745 0.945 0.789 0.790
ACCESS-ESM1-5_BARPA [-] 80.5 80.7 63.4 17.2 28.3 0.738 0.751 0.693 0.929 0.911 0.792
ACCESS-ESM1-5_CCAM [-] 89.3 89.2 63.4 25.7 33.1 0.831 0.655 0.716 0.917 0.984 0.804
ACCESS-ESM1-5_CMIP6 [-] 73.4 73.4 61.1 12.3 27.1 0.842 0.809 0.642 0.937 0.875 0.798
CESM2_BARPA [-] 76.0 76.1 63.4 12.7 28.0 0.785 0.794 0.665 0.939 0.846 0.786
CESM2_CCAM [-] 64.8 64.8 63.4 1.32 20.0 1.10 0.882 0.734 0.877 0.965 0.838
CESM2_CMIP6 [-] 84.0 84.0 62.6 21.4 29.2 1.14 0.671 0.701 0.891 0.939 0.785
CMCC-ESM2_BARPA [-] 65.8 65.8 63.4 2.40 24.2 1.12 0.847 0.690 0.891 0.797 0.793
CMCC-ESM2_CCAM [-] 77.4 77.2 63.4 13.7 22.1 0.908 0.779 0.760 0.915 0.877 0.837
CMCC-ESM2_CMIP6 [-] 78.5 78.5 62.6 15.8 24.7 0.645 0.746 0.720 0.940 0.963 0.828
CNRM-ESM2-1_CCAM [-] 70.1 70.0 63.4 6.56 18.2 0.892 0.869 0.764 0.922 0.993 0.877
CNRM-ESM2-1_CMIP6 [-] 69.4 69.4 63.2 6.22 19.9 1.01 0.877 0.730 0.920 0.903 0.844
EC-Earth3_BARPA [-] 62.3 62.4 63.4 -1.03 22.9 0.720 0.839 0.717 0.947 0.778 0.798
EC-Earth3_CCAM [-] 67.5 67.2 63.4 3.73 18.0 0.933 0.892 0.756 0.897 0.967 0.867
EC-Earth3_CMIP6 [-] 51.7 51.7 63.2 -11.4 18.1 0.708 0.810 0.804 0.940 0.996 0.870
ERA5_BARPA [-] 74.6 74.7 63.7 11.1 20.6 1.07 0.823 0.756 0.890 0.948 0.837
ERA5_CCAM [-] 80.3 80.1 63.7 16.4 20.8 0.859 0.758 0.816 0.916 0.994 0.867
MPI-ESM1-2-HR_BARPA [-] 47.2 47.3 63.4 -16.2 23.3 0.632 0.762 0.771 0.934 0.986 0.855
MPI-ESM1-2-HR_CMIP6 [-] 25.5 25.5 64.4 -38.8 42.8 0.658 0.504 0.738 0.939 0.962 0.760
NorESM2-MM_BARPA [-] 81.6 81.8 63.4 18.4 29.2 0.830 0.732 0.688 0.933 0.896 0.790
NorESM2-MM_CCAM [-] 75.4 75.5 63.4 12.1 21.5 0.776 0.796 0.784 0.937 0.722 0.827
NorESM2-MM_CMIP6 [-] 89.2 89.2 62.6 26.6 31.8 1.11 0.636 0.741 0.877 0.931 0.800
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 64.7
ACCESS-CM2_BARPA [-] 72.9 73.9 64.7 9.18 34.6 0.658 0.880 0.735 0.953 0.991 0.876
ACCESS-CM2_CCAM [-] 66.0 66.3 64.7 1.58 28.9 0.617 0.895 0.770 0.949 0.938 0.856
ACCESS-CM2_CMIP6 [-] 64.9 64.9 66.4 -1.47 38.1 0.638 0.911 0.692 0.932 0.824 0.797
ACCESS-ESM1-5_BARPA [-] 73.1 73.8 64.7 9.10 25.1 0.437 0.884 0.808 0.970 0.974 0.901
ACCESS-ESM1-5_CCAM [-] 81.8 82.2 64.7 17.5 37.3 0.650 0.838 0.728 0.949 0.971 0.859
ACCESS-ESM1-5_CMIP6 [-] 76.7 76.7 64.5 12.1 33.7 0.572 0.879 0.728 0.962 0.997 0.876
CESM2_BARPA [-] 55.1 55.7 64.7 -9.07 24.2 0.522 0.902 0.803 0.967 0.931 0.892
CESM2_CCAM [-] 54.9 55.6 64.7 -9.17 36.8 0.635 0.893 0.701 0.950 0.961 0.864
CESM2_CMIP6 [-] 76.5 76.5 64.3 12.2 35.6 0.454 0.874 0.715 0.971 0.971 0.868
CMCC-ESM2_BARPA [-] 50.6 50.9 64.7 -13.8 33.2 0.551 0.859 0.744 0.963 0.931 0.861
CMCC-ESM2_CCAM [-] 76.2 76.8 64.7 12.1 27.8 0.526 0.874 0.796 0.962 0.987 0.899
CMCC-ESM2_CMIP6 [-] 103. 103. 64.3 38.9 60.0 0.516 0.689 0.647 0.970 0.984 0.805
CNRM-ESM2-1_CCAM [-] 69.0 69.4 64.7 4.67 24.8 0.500 0.907 0.798 0.964 0.948 0.891
CNRM-ESM2-1_CMIP6 [-] 40.9 40.9 64.8 -23.9 43.6 0.547 0.771 0.696 0.959 0.958 0.830
EC-Earth3_BARPA [-] 63.8 64.8 64.7 0.110 23.2 0.510 0.913 0.807 0.969 0.951 0.901
EC-Earth3_CCAM [-] 80.7 81.5 64.7 16.7 35.7 0.475 0.843 0.732 0.968 0.872 0.857
EC-Earth3_CMIP6 [-] 75.8 75.8 64.8 11.0 39.7 0.609 0.870 0.688 0.952 0.949 0.860
ERA5_BARPA [-] 72.9 73.8 65.2 8.55 26.3 0.730 0.900 0.790 0.948 0.992 0.895
ERA5_CCAM [-] 80.2 80.8 65.2 15.6 24.9 0.418 0.853 0.825 0.972 0.987 0.904
MPI-ESM1-2-HR_BARPA [-] 55.9 57.1 64.7 -7.67 26.9 0.510 0.893 0.785 0.969 0.986 0.898
MPI-ESM1-2-HR_CMIP6 [-] 31.8 31.8 64.6 -32.8 48.8 0.623 0.705 0.695 0.961 0.915 0.798
NorESM2-MM_BARPA [-] 74.0 74.9 64.7 10.2 30.6 0.439 0.885 0.760 0.975 0.993 0.889
NorESM2-MM_CCAM [-] 86.6 86.8 64.7 22.1 34.4 0.430 0.802 0.777 0.971 0.989 0.861
NorESM2-MM_CMIP6 [-] 98.5 98.5 64.3 34.2 46.1 0.464 0.713 0.734 0.974 0.987 0.836
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 41.9
ACCESS-CM2_BARPA [-] 50.1 49.8 41.9 7.92 14.4 1.97 0.770 0.682 0.740 0.902 0.763
ACCESS-CM2_CCAM [-] 51.3 50.9 41.9 9.05 16.4 1.82 0.740 0.654 0.778 0.985 0.774
ACCESS-CM2_CMIP6 [-] 53.5 53.5 42.4 11.1 20.3 1.98 0.661 0.608 0.750 0.961 0.730
ACCESS-ESM1-5_BARPA [-] 44.9 44.6 41.9 2.69 12.7 1.36 0.875 0.680 0.841 0.949 0.819
ACCESS-ESM1-5_CCAM [-] 46.6 46.3 41.9 4.45 16.4 1.90 0.828 0.613 0.743 0.989 0.773
ACCESS-ESM1-5_CMIP6 [-] 48.5 48.5 43.9 4.56 24.0 2.14 0.670 0.514 0.639 0.735 0.626
CESM2_BARPA [-] 46.1 45.7 41.9 3.85 12.0 0.855 0.866 0.702 0.895 0.919 0.829
CESM2_CCAM [-] 31.5 31.2 41.9 -10.6 16.2 2.19 0.693 0.689 0.690 0.968 0.752
CESM2_CMIP6 [-] 53.6 53.6 43.0 10.6 20.3 1.73 0.694 0.601 0.698 0.941 0.718
CMCC-ESM2_BARPA [-] 42.7 42.5 41.9 0.575 10.7 1.54 0.906 0.721 0.825 0.967 0.840
CMCC-ESM2_CCAM [-] 59.3 59.0 41.9 17.1 21.4 1.53 0.587 0.674 0.805 0.964 0.748
CMCC-ESM2_CMIP6 [-] 51.6 51.6 43.0 8.63 16.9 1.23 0.715 0.679 0.834 0.886 0.768
CNRM-ESM2-1_CCAM [-] 40.2 40.0 41.9 -1.89 11.7 1.29 0.872 0.705 0.813 0.966 0.824
CNRM-ESM2-1_CMIP6 [-] 38.7 38.7 42.0 -3.38 13.3 2.77 0.831 0.664 0.613 0.994 0.763
EC-Earth3_BARPA [-] 33.6 33.4 41.9 -8.46 12.9 1.22 0.747 0.741 0.840 0.978 0.817
EC-Earth3_CCAM [-] 39.7 39.5 41.9 -2.38 15.9 1.76 0.874 0.610 0.714 0.966 0.771
EC-Earth3_CMIP6 [-] 29.8 29.8 42.8 -13.1 17.7 2.00 0.642 0.686 0.703 0.797 0.705
ERA5_BARPA [-] 48.9 48.7 41.9 6.72 10.5 1.19 0.794 0.785 0.838 0.956 0.837
ERA5_CCAM [-] 50.7 50.4 41.9 8.47 12.5 1.19 0.748 0.772 0.818 0.994 0.826
MPI-ESM1-2-HR_BARPA [-] 37.9 37.6 41.9 -4.27 13.3 2.97 0.806 0.692 0.575 0.969 0.753
MPI-ESM1-2-HR_CMIP6 [-] 24.2 24.2 41.6 -17.4 20.3 4.15 0.552 0.702 0.367 0.881 0.634
NorESM2-MM_BARPA [-] 51.5 51.2 41.9 9.26 14.9 2.09 0.739 0.689 0.729 0.890 0.754
NorESM2-MM_CCAM [-] 56.0 55.6 41.9 13.7 17.8 1.73 0.648 0.717 0.781 0.993 0.777
NorESM2-MM_CMIP6 [-] 58.7 58.7 43.0 15.8 19.2 1.94 0.607 0.768 0.775 0.869 0.756
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 24.2
ACCESS-CM2_BARPA [-] 36.2 36.2 24.2 12.0 16.6 0.758 0.731 0.752 0.930 0.948 0.835
ACCESS-CM2_CCAM [-] 36.3 36.3 24.2 12.1 16.9 1.22 0.735 0.745 0.867 0.876 0.807
ACCESS-CM2_CMIP6 [-] 35.7 35.7 24.4 11.3 17.2 0.802 0.731 0.712 0.922 0.956 0.817
ACCESS-ESM1-5_BARPA [-] 32.8 32.8 24.2 8.61 14.4 0.722 0.798 0.745 0.945 0.847 0.843
ACCESS-ESM1-5_CCAM [-] 34.3 34.3 24.2 10.1 17.4 1.22 0.756 0.715 0.866 0.633 0.770
ACCESS-ESM1-5_CMIP6 [-] 35.9 35.9 24.1 11.8 19.4 1.12 0.727 0.659 0.895 0.852 0.784
CESM2_BARPA [-] 27.1 27.1 24.2 2.87 12.3 1.14 0.903 0.738 0.881 0.992 0.866
CESM2_CCAM [-] 17.8 17.9 24.2 -6.35 16.6 2.25 0.836 0.673 0.665 0.956 0.762
CESM2_CMIP6 [-] 34.8 34.8 24.3 10.5 17.9 0.778 0.751 0.695 0.938 0.755 0.783
CMCC-ESM2_BARPA [-] 25.5 25.5 24.2 1.27 15.0 1.96 0.918 0.681 0.749 0.946 0.807
CMCC-ESM2_CCAM [-] 44.4 44.5 24.2 20.3 26.1 1.38 0.589 0.657 0.852 0.913 0.737
CMCC-ESM2_CMIP6 [-] 51.2 51.2 24.3 26.9 39.2 0.858 0.509 0.501 0.931 0.436 0.605
CNRM-ESM2-1_CCAM [-] 34.3 34.3 24.2 10.1 15.6 0.839 0.776 0.739 0.923 0.871 0.818
CNRM-ESM2-1_CMIP6 [-] 20.5 20.5 24.4 -3.95 12.5 1.30 0.886 0.735 0.838 0.752 0.803
EC-Earth3_BARPA [-] 20.1 20.1 24.2 -4.09 10.1 0.859 0.875 0.799 0.920 0.993 0.887
EC-Earth3_CCAM [-] 27.8 27.8 24.2 3.62 13.2 0.835 0.884 0.729 0.922 0.853 0.847
EC-Earth3_CMIP6 [-] 24.0 24.0 24.2 -0.222 15.1 0.805 0.870 0.694 0.928 0.853 0.836
ERA5_BARPA [-] 32.9 32.9 24.4 8.55 14.3 1.36 0.797 0.748 0.856 0.989 0.839
ERA5_CCAM [-] 32.8 32.9 24.4 8.49 12.4 0.715 0.802 0.800 0.922 0.801 0.849
MPI-ESM1-2-HR_BARPA [-] 21.6 21.6 24.2 -2.56 10.5 0.785 0.904 0.782 0.937 0.957 0.876
MPI-ESM1-2-HR_CMIP6 [-] 12.0 12.0 24.3 -12.3 16.3 1.22 0.705 0.763 0.859 0.883 0.787
NorESM2-MM_BARPA [-] 37.6 37.6 24.2 13.4 21.4 2.11 0.707 0.653 0.712 0.948 0.744
NorESM2-MM_CCAM [-] 46.4 46.5 24.2 22.3 26.2 1.03 0.557 0.700 0.894 0.904 0.755
NorESM2-MM_CMIP6 [-] 50.5 50.5 24.3 26.2 31.0 1.37 0.502 0.652 0.832 0.641 0.677
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 76.8
ACCESS-CM2_BARPA [-] 90.8 91.9 76.8 15.1 28.9 1.22 0.684 0.600 0.864 0.720 0.712
ACCESS-CM2_CCAM [-] 77.9 78.4 76.8 1.65 23.6 1.28 0.798 0.604 0.849 0.978 0.775
ACCESS-CM2_CMIP6 [-] 67.9 67.9 76.2 -8.29 20.8 1.47 0.772 0.621 0.789 0.856 0.731
ACCESS-ESM1-5_BARPA [-] 83.8 84.8 76.8 8.06 29.5 1.30 0.686 0.582 0.840 0.671 0.709
ACCESS-ESM1-5_CCAM [-] 76.1 76.5 76.8 -0.296 25.0 1.36 0.770 0.588 0.846 0.923 0.767
ACCESS-ESM1-5_CMIP6 [-] 57.2 57.2 72.5 -15.3 25.8 1.03 0.671 0.635 0.897 0.388 0.718
CESM2_BARPA [-] 88.3 88.8 76.8 12.0 27.6 1.02 0.710 0.595 0.878 0.764 0.729
CESM2_CCAM [-] 71.6 72.4 76.8 -4.35 31.0 1.59 0.658 0.570 0.786 0.812 0.722
CESM2_CMIP6 [-] 71.5 71.5 73.3 -1.76 18.2 0.882 0.809 0.659 0.910 0.934 0.710
CMCC-ESM2_BARPA [-] 83.2 83.5 76.8 6.73 20.8 0.839 0.768 0.675 0.916 0.878 0.799
CMCC-ESM2_CCAM [-] 88.5 88.6 76.8 11.8 22.0 0.974 0.736 0.693 0.894 0.992 0.803
CMCC-ESM2_CMIP6 [-] 69.5 69.5 73.3 -3.84 19.8 0.949 0.689 0.747 0.891 0.886 0.665
CNRM-ESM2-1_CCAM [-] 71.6 72.0 76.8 -4.81 19.6 1.51 0.790 0.681 0.830 0.973 0.803
CNRM-ESM2-1_CMIP6 [-] 84.3 84.3 80.9 3.38 21.3 1.38 0.762 0.655 0.853 0.979 0.746
EC-Earth3_BARPA [-] 77.2 77.7 76.8 0.936 20.5 1.01 0.749 0.698 0.887 0.840 0.795
EC-Earth3_CCAM [-] 78.3 78.2 76.8 1.46 20.1 1.36 0.800 0.678 0.828 0.982 0.804
EC-Earth3_CMIP6 [-] 62.9 62.9 75.3 -12.4 20.3 1.37 0.713 0.718 0.830 0.993 0.777
ERA5_BARPA [-] 87.1 87.5 76.8 10.7 17.3 0.950 0.752 0.769 0.895 0.925 0.816
ERA5_CCAM [-] 78.2 78.3 76.8 1.42 13.9 0.776 0.803 0.807 0.913 0.959 0.862
MPI-ESM1-2-HR_BARPA [-] 84.7 85.7 76.8 8.93 29.7 1.73 0.673 0.602 0.791 0.631 0.696
MPI-ESM1-2-HR_CMIP6 [-] 54.0 54.0 80.7 -26.8 31.6 2.06 0.524 0.693 0.728 0.936 0.649
NorESM2-MM_BARPA [-] 93.2 93.7 76.8 16.9 25.9 0.778 0.664 0.654 0.921 0.846 0.750
NorESM2-MM_CCAM [-] 77.3 78.0 76.8 1.24 21.3 1.07 0.764 0.661 0.880 0.977 0.789
NorESM2-MM_CMIP6 [-] 73.9 73.9 73.3 0.583 14.1 0.953 0.818 0.756 0.897 0.777 0.712
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.3
ACCESS-CM2_BARPA [-] 36.2 37.0 30.3 6.67 12.6 1.59 0.773 0.674 0.778 0.987 0.780
ACCESS-CM2_CCAM [-] 33.8 33.8 30.3 3.49 10.8 1.18 0.858 0.680 0.853 0.996 0.829
ACCESS-CM2_CMIP6 [-] 31.2 31.2 30.1 1.07 12.4 1.32 0.857 0.609 0.828 0.820 0.779
ACCESS-ESM1-5_BARPA [-] 29.1 29.7 30.3 -0.597 9.18 1.58 0.887 0.720 0.792 0.967 0.826
ACCESS-ESM1-5_CCAM [-] 26.9 26.9 30.3 -3.41 9.62 0.965 0.861 0.715 0.883 0.984 0.842
ACCESS-ESM1-5_CMIP6 [-] 27.2 27.2 31.4 -4.21 16.3 3.71 0.809 0.553 0.424 0.720 0.614
CESM2_BARPA [-] 31.4 32.3 30.3 1.95 9.84 0.873 0.892 0.705 0.880 0.935 0.835
CESM2_CCAM [-] 33.0 33.1 30.3 2.77 18.6 1.06 0.758 0.537 0.857 0.641 0.720
CESM2_CMIP6 [-] 28.1 28.1 30.8 -2.73 10.9 0.947 0.813 0.684 0.865 0.978 0.790
CMCC-ESM2_BARPA [-] 30.2 30.9 30.3 0.603 9.03 1.57 0.909 0.718 0.771 0.992 0.824
CMCC-ESM2_CCAM [-] 43.8 43.8 30.3 13.4 17.5 2.06 0.598 0.656 0.712 0.993 0.727
CMCC-ESM2_CMIP6 [-] 33.9 33.9 30.8 3.06 9.65 1.39 0.847 0.726 0.807 0.725 0.766
CNRM-ESM2-1_CCAM [-] 36.7 36.7 30.3 6.34 11.9 1.78 0.785 0.697 0.771 0.994 0.814
CNRM-ESM2-1_CMIP6 [-] 34.0 34.0 30.3 3.66 15.1 0.973 0.762 0.604 0.909 0.835 0.774
EC-Earth3_BARPA [-] 29.5 30.8 30.3 0.409 10.8 0.918 0.815 0.717 0.895 0.836 0.812
EC-Earth3_CCAM [-] 36.0 36.1 30.3 5.75 15.1 1.22 0.774 0.605 0.845 0.794 0.763
EC-Earth3_CMIP6 [-] 27.5 27.5 30.6 -3.03 12.2 1.97 0.825 0.655 0.724 0.977 0.776
ERA5_BARPA [-] 36.6 37.3 30.3 7.02 9.13 1.19 0.763 0.816 0.827 0.992 0.841
ERA5_CCAM [-] 33.6 33.6 30.3 3.27 7.27 0.981 0.867 0.789 0.881 0.996 0.865
MPI-ESM1-2-HR_BARPA [-] 29.6 30.3 30.3 -0.0504 8.68 0.880 0.901 0.727 0.895 0.980 0.855
MPI-ESM1-2-HR_CMIP6 [-] 15.2 15.2 30.0 -14.8 16.4 1.16 0.548 0.757 0.851 0.593 0.677
NorESM2-MM_BARPA [-] 39.3 40.4 30.3 10.0 15.2 1.45 0.691 0.661 0.816 0.934 0.757
NorESM2-MM_CCAM [-] 37.1 37.0 30.3 6.69 13.7 1.52 0.754 0.665 0.813 0.912 0.754
NorESM2-MM_CMIP6 [-] 35.3 35.3 30.8 4.46 12.3 0.770 0.815 0.680 0.911 0.920 0.768
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 104.
ACCESS-CM2_BARPA [-] 104. 105. 104. 0.770 68.4 0.644 0.835 0.631 0.954 0.493 0.718
ACCESS-CM2_CCAM [-] 81.0 81.3 104. -22.7 61.0 0.700 0.839 0.654 0.946 0.896 0.814
ACCESS-CM2_CMIP6 [-] 69.3 69.3 102. -32.8 68.3 0.198 0.767 0.630 0.986 0.991 0.820
ACCESS-ESM1-5_BARPA [-] 111. 111. 104. 7.48 49.1 0.473 0.847 0.729 0.968 0.510 0.760
ACCESS-ESM1-5_CCAM [-] 126. 127. 104. 22.6 62.4 0.538 0.841 0.645 0.960 0.965 0.830
ACCESS-ESM1-5_CMIP6 [-] 114. 114. 111. 3.42 61.2 0.986 0.965 0.643 0.903 0.891 0.827
CESM2_BARPA [-] 85.4 86.0 104. -18.0 38.3 0.410 0.837 0.798 0.972 0.908 0.870
CESM2_CCAM [-] 108. 108. 104. 3.77 49.4 1.02 0.910 0.702 0.903 0.992 0.857
CESM2_CMIP6 [-] 98.7 98.7 101. -2.38 47.7 0.986 0.912 0.698 0.890 0.828 0.817
CMCC-ESM2_BARPA [-] 80.9 81.1 104. -22.9 39.8 0.399 0.819 0.801 0.974 0.907 0.867
CMCC-ESM2_CCAM [-] 111. 111. 104. 6.61 33.1 0.406 0.896 0.803 0.971 0.984 0.901
CMCC-ESM2_CMIP6 [-] 98.4 98.4 101. -2.67 24.9 0.331 0.910 0.845 0.976 0.486 0.809
CNRM-ESM2-1_CCAM [-] 84.0 83.6 104. -20.4 45.1 0.499 0.844 0.747 0.967 0.987 0.871
CNRM-ESM2-1_CMIP6 [-] 60.3 60.3 106. -45.5 72.7 0.329 0.719 0.666 0.976 0.924 0.804
EC-Earth3_BARPA [-] 115. 117. 104. 12.6 53.8 0.657 0.844 0.705 0.957 0.734 0.798
EC-Earth3_CCAM [-] 124. 124. 104. 19.9 59.2 0.688 0.854 0.660 0.946 0.983 0.839
EC-Earth3_CMIP6 [-] 105. 105. 102. 3.10 52.5 0.984 0.882 0.688 0.922 0.978 0.847
ERA5_BARPA [-] 115. 115. 105. 10.2 40.2 0.542 0.862 0.773 0.955 0.744 0.827
ERA5_CCAM [-] 119. 119. 105. 14.7 29.3 0.485 0.876 0.842 0.969 0.995 0.912
MPI-ESM1-2-HR_BARPA [-] 95.7 98.1 104. -5.92 55.3 0.401 0.831 0.703 0.968 0.548 0.756
MPI-ESM1-2-HR_CMIP6 [-] 44.1 44.1 105. -61.2 90.9 0.394 0.619 0.619 0.964 0.667 0.706
NorESM2-MM_BARPA [-] 120. 121. 104. 17.1 40.3 0.453 0.846 0.784 0.967 0.775 0.836
NorESM2-MM_CCAM [-] 139. 139. 104. 35.0 49.2 0.342 0.775 0.778 0.972 0.995 0.869
NorESM2-MM_CMIP6 [-] 124. 124. 101. 23.2 40.7 0.545 0.817 0.799 0.966 0.821 0.845
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 130.
ACCESS-CM2_BARPA [-] 158. 158. 130. 143. 27.3 64.7 1.47 0.644 0.552 0.710 0.867 0.665
ACCESS-CM2_CCAM [-] 127. 127. 131. 120. -3.93 51.7 1.52 0.705 0.592 0.711 0.946 0.709
ACCESS-CM2_CMIP6 [-] 141. 141. 131. 166. 9.73 52.6 1.47 0.716 0.559 0.720 0.953 0.701
ACCESS-ESM1-5_BARPA [-] 126. 125. 130. 143. -4.75 57.0 1.49 0.650 0.579 0.694 0.911 0.683
ACCESS-ESM1-5_CCAM [-] 127. 127. 131. 120. -3.48 48.6 1.62 0.710 0.609 0.684 0.952 0.712
ACCESS-ESM1-5_CMIP6 [-] 143. 142. 129. 176. 12.0 56.9 1.63 0.676 0.533 0.681 0.934 0.671
CESM2_BARPA [-] 194. 193. 130. 143. 63.0 102. 1.39 0.482 0.478 0.744 0.553 0.547
CESM2_CCAM [-] 121. 121. 131. 120. -9.93 55.9 1.64 0.639 0.635 0.686 0.886 0.696
CESM2_CMIP6 [-] 133. 130. 130. 201. 0.109 38.7 1.35 0.763 0.641 0.748 0.975 0.753
CMCC-ESM2_BARPA [-] 179. 178. 130. 143. 47.5 84.7 1.49 0.526 0.532 0.745 0.627 0.592
CMCC-ESM2_CCAM [-] 127. 126. 131. 120. -4.35 49.0 1.65 0.692 0.645 0.674 0.930 0.717
CMCC-ESM2_CMIP6 [-] 135. 133. 130. 206. 2.54 40.1 1.52 0.742 0.668 0.702 0.964 0.749
CNRM-ESM2-1_CCAM [-] 104. 104. 131. 120. -27.0 53.9 1.85 0.613 0.621 0.634 0.857 0.669
CNRM-ESM2-1_CMIP6 [-] 125. 124. 130. 192. -6.41 45.2 1.60 0.707 0.619 0.702 0.950 0.719
EC-Earth3_BARPA [-] 167. 167. 130. 143. 36.4 74.7 1.15 0.556 0.534 0.798 0.753 0.635
EC-Earth3_CCAM [-] 126. 126. 131. 120. -4.93 44.0 1.54 0.759 0.632 0.692 0.958 0.735
EC-Earth3_CMIP6 [-] 128. 127. 130. 198. -3.35 38.3 1.31 0.779 0.654 0.761 0.976 0.765
ERA5_BARPA [-] 144. 144. 130. 143. 13.8 36.1 1.02 0.722 0.721 0.829 0.944 0.787
ERA5_CCAM [-] 116. 116. 131. 120. -15.3 34.5 1.17 0.719 0.743 0.766 0.944 0.783
MPI-ESM1-2-HR_BARPA [-] 154. 154. 130. 143. 23.8 67.6 1.44 0.596 0.553 0.726 0.791 0.644
MPI-ESM1-2-HR_CMIP6 [-] 130. 128. 130. 223. -2.27 51.6 1.57 0.669 0.599 0.684 0.929 0.696
NorESM2-MM_BARPA [-] 211. 210. 130. 143. 80.2 108. 1.37 0.422 0.488 0.776 0.573 0.549
NorESM2-MM_CCAM [-] 109. 109. 131. 120. -21.4 48.4 1.52 0.634 0.675 0.709 0.890 0.717
NorESM2-MM_CMIP6 [-] 141. 140. 130. 182. 9.78 38.4 1.36 0.746 0.672 0.742 0.972 0.760
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 201.
ACCESS-CM2_BARPA [-] 264. 265. 200. 212. 64.5 135. 2.16 0.548 0.452 0.617 0.855 0.585
ACCESS-CM2_CCAM [-] 192. 192. 200. 212. -8.25 87.4 2.15 0.694 0.542 0.625 0.972 0.675
ACCESS-CM2_CMIP6 [-] 219. 219. 200. 18.1 96.4 2.04 0.659 0.489 0.664 0.968 0.654
ACCESS-ESM1-5_BARPA [-] 184. 185. 200. 212. -15.7 102. 2.14 0.641 0.500 0.618 0.950 0.642
ACCESS-ESM1-5_CCAM [-] 198. 198. 200. 212. -2.56 85.6 2.28 0.693 0.551 0.603 0.966 0.673
ACCESS-ESM1-5_CMIP6 [-] 234. 236. 202. 202. 33.7 108. 2.18 0.638 0.434 0.620 0.958 0.617
CESM2_BARPA [-] 321. 322. 200. 212. 121. 200. 1.73 0.401 0.387 0.706 0.445 0.465
CESM2_CCAM [-] 161. 161. 200. 212. -39.9 115. 2.02 0.514 0.573 0.654 0.865 0.636
CESM2_CMIP6 [-] 205. 204. 200. 234. 4.36 70.1 1.73 0.726 0.574 0.705 0.956 0.707
CMCC-ESM2_BARPA [-] 292. 292. 200. 212. 91.4 167. 1.68 0.437 0.459 0.718 0.495 0.514
CMCC-ESM2_CCAM [-] 184. 184. 200. 212. -16.2 83.3 1.86 0.634 0.618 0.665 0.958 0.698
CMCC-ESM2_CMIP6 [-] 206. 205. 200. 235. 5.10 61.6 1.74 0.721 0.652 0.689 0.966 0.736
CNRM-ESM2-1_CCAM [-] 154. 155. 200. 212. -45.6 94.8 2.26 0.576 0.534 0.587 0.965 0.639
CNRM-ESM2-1_CMIP6 [-] 191. 191. 198. 199. -7.16 83.2 1.80 0.648 0.540 0.679 0.942 0.670
EC-Earth3_BARPA [-] 250. 251. 200. 212. 50.6 129. 1.39 0.526 0.477 0.756 0.726 0.592
EC-Earth3_CCAM [-] 185. 186. 200. 212. -14.7 82.8 2.14 0.704 0.563 0.605 0.972 0.682
EC-Earth3_CMIP6 [-] 201. 201. 201. 221. -0.240 67.9 1.62 0.733 0.605 0.731 0.982 0.731
ERA5_BARPA [-] 213. 214. 201. 212. 13.0 64.3 1.36 0.688 0.662 0.772 0.950 0.747
ERA5_CCAM [-] 168. 168. 201. 212. -32.4 69.2 1.49 0.630 0.677 0.744 0.966 0.739
MPI-ESM1-2-HR_BARPA [-] 239. 239. 200. 212. 38.8 128. 1.92 0.570 0.438 0.676 0.734 0.571
MPI-ESM1-2-HR_CMIP6 [-] 208. 207. 200. 246. 6.84 96.4 2.17 0.613 0.515 0.599 0.947 0.638
NorESM2-MM_BARPA [-] 357. 357. 200. 212. 157. 211. 1.62 0.340 0.423 0.724 0.536 0.489
NorESM2-MM_CCAM [-] 160. 161. 200. 212. -39.9 90.2 1.95 0.570 0.601 0.644 0.958 0.675
NorESM2-MM_CMIP6 [-] 216. 217. 200. 202. 16.9 66.6 1.80 0.703 0.616 0.672 0.980 0.717
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.7
ACCESS-CM2_BARPA [-] 62.5 62.4 49.7 12.7 20.1 0.817 0.744 0.700 0.927 0.974 0.809
ACCESS-CM2_CCAM [-] 65.7 65.5 49.7 15.9 23.8 0.458 0.689 0.660 0.966 0.956 0.786
ACCESS-CM2_CMIP6 [-] 67.3 67.3 49.3 18.0 25.1 0.343 0.643 0.648 0.980 0.920 0.768
ACCESS-ESM1-5_BARPA [-] 62.5 62.5 49.7 12.8 21.5 0.718 0.746 0.677 0.937 0.997 0.807
ACCESS-ESM1-5_CCAM [-] 76.4 76.3 49.7 26.6 36.1 0.436 0.540 0.567 0.968 0.914 0.711
ACCESS-ESM1-5_CMIP6 [-] 71.9 71.9 50.3 21.6 35.4 0.707 0.610 0.518 0.939 0.873 0.692
CESM2_BARPA [-] 56.5 56.5 49.7 6.82 15.2 0.418 0.844 0.738 0.969 0.988 0.855
CESM2_CCAM [-] 41.0 41.0 49.7 -8.67 16.6 1.24 0.811 0.726 0.869 0.993 0.825
CESM2_CMIP6 [-] 74.9 74.9 49.9 25.0 35.2 0.712 0.547 0.555 0.941 0.996 0.719
CMCC-ESM2_BARPA [-] 51.1 51.1 49.7 1.38 13.6 0.641 0.917 0.738 0.943 0.998 0.867
CMCC-ESM2_CCAM [-] 73.2 73.0 49.7 23.4 31.4 0.460 0.578 0.610 0.961 0.956 0.743
CMCC-ESM2_CMIP6 [-] 68.2 68.2 49.9 18.3 27.1 0.848 0.648 0.622 0.927 0.943 0.752
CNRM-ESM2-1_CCAM [-] 57.0 56.9 49.7 7.23 17.7 0.740 0.841 0.691 0.936 0.984 0.828
CNRM-ESM2-1_CMIP6 [-] 48.0 48.0 49.8 -1.79 18.2 1.42 0.814 0.692 0.839 0.652 0.738
EC-Earth3_BARPA [-] 37.6 37.7 49.7 -12.0 14.5 0.836 0.750 0.830 0.932 0.913 0.851
EC-Earth3_CCAM [-] 50.4 50.4 49.7 0.750 19.1 0.536 0.921 0.642 0.960 0.983 0.830
EC-Earth3_CMIP6 [-] 34.2 34.2 49.8 -15.5 18.7 0.909 0.684 0.785 0.917 0.966 0.828
ERA5_BARPA [-] 56.4 56.3 49.7 6.56 13.6 0.538 0.847 0.768 0.959 0.997 0.868
ERA5_CCAM [-] 66.7 66.6 49.7 16.9 20.8 0.700 0.674 0.749 0.942 0.990 0.821
MPI-ESM1-2-HR_BARPA [-] 34.0 34.0 49.7 -15.7 18.8 1.49 0.686 0.787 0.831 0.845 0.787
MPI-ESM1-2-HR_CMIP6 [-] 23.1 23.1 50.4 -27.3 29.3 1.73 0.515 0.775 0.778 0.816 0.732
NorESM2-MM_BARPA [-] 64.8 64.7 49.7 15.1 23.1 1.21 0.705 0.668 0.858 0.957 0.771
NorESM2-MM_CCAM [-] 71.0 70.8 49.7 21.1 24.4 0.773 0.614 0.756 0.921 0.995 0.808
NorESM2-MM_CMIP6 [-] 82.4 82.4 49.9 32.5 35.7 1.14 0.465 0.702 0.881 0.917 0.733
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 56.3
ACCESS-CM2_BARPA [-] 70.5 70.2 56.3 14.0 22.2 0.692 0.782 0.757 0.932 0.881 0.822
ACCESS-CM2_CCAM [-] 61.3 61.1 56.3 4.81 16.9 0.810 0.862 0.792 0.919 0.993 0.871
ACCESS-CM2_CMIP6 [-] 58.6 58.6 61.8 -3.20 20.9 0.301 0.826 0.747 0.970 0.732 0.804
ACCESS-ESM1-5_BARPA [-] 75.0 74.7 56.3 18.5 27.3 0.620 0.729 0.718 0.940 0.766 0.774
ACCESS-ESM1-5_CCAM [-] 82.9 82.6 56.3 26.3 32.5 0.688 0.645 0.740 0.942 0.963 0.806
ACCESS-ESM1-5_CMIP6 [-] 69.3 69.3 55.2 14.1 26.3 0.772 0.782 0.681 0.950 0.920 0.803
CESM2_BARPA [-] 67.4 67.2 56.3 11.0 24.7 0.751 0.815 0.702 0.949 0.755 0.785
CESM2_CCAM [-] 60.0 59.7 56.3 3.47 19.6 0.998 0.899 0.733 0.889 0.815 0.814
CESM2_CMIP6 [-] 75.3 75.3 55.5 19.9 26.9 0.992 0.699 0.733 0.916 0.849 0.786
CMCC-ESM2_BARPA [-] 54.8 54.5 56.3 -1.74 21.1 1.08 0.868 0.726 0.896 0.764 0.796
CMCC-ESM2_CCAM [-] 64.7 64.5 56.3 8.27 16.7 0.861 0.858 0.802 0.915 0.957 0.867
CMCC-ESM2_CMIP6 [-] 70.2 70.2 55.5 14.7 24.2 0.471 0.768 0.718 0.962 0.895 0.812
CNRM-ESM2-1_CCAM [-] 64.2 63.9 56.3 7.60 17.1 0.816 0.870 0.782 0.930 0.993 0.871
CNRM-ESM2-1_CMIP6 [-] 60.9 60.9 56.6 4.31 18.2 1.27 0.904 0.755 0.886 0.820 0.824
EC-Earth3_BARPA [-] 52.9 52.6 56.3 -3.63 19.5 0.742 0.867 0.755 0.944 0.740 0.812
EC-Earth3_CCAM [-] 58.3 58.0 56.3 1.75 15.8 0.752 0.923 0.779 0.923 0.971 0.875
EC-Earth3_CMIP6 [-] 46.5 46.5 55.6 -9.10 16.9 0.594 0.849 0.799 0.951 0.930 0.866
ERA5_BARPA [-] 68.0 67.7 56.6 11.1 20.2 1.06 0.821 0.763 0.883 0.883 0.822
ERA5_CCAM [-] 73.0 72.8 56.6 16.2 20.8 0.977 0.760 0.812 0.902 0.986 0.854
MPI-ESM1-2-HR_BARPA [-] 39.8 39.7 56.3 -16.5 22.8 0.576 0.759 0.781 0.940 0.982 0.849
MPI-ESM1-2-HR_CMIP6 [-] 18.2 18.2 57.3 -39.0 43.5 0.651 0.505 0.721 0.958 0.648 0.711
NorESM2-MM_BARPA [-] 74.0 73.8 56.3 17.5 28.1 0.869 0.741 0.698 0.935 0.807 0.776
NorESM2-MM_CCAM [-] 73.2 73.1 56.3 16.8 23.1 0.682 0.762 0.779 0.952 0.778 0.810
NorESM2-MM_CMIP6 [-] 86.0 86.0 55.5 30.5 35.1 0.819 0.584 0.743 0.941 0.990 0.800
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 78.9
ACCESS-CM2_BARPA [-] 90.7 92.2 78.9 13.3 29.0 0.794 0.803 0.660 0.940 0.894 0.791
ACCESS-CM2_CCAM [-] 83.4 84.0 78.9 5.15 21.5 0.901 0.848 0.733 0.921 0.956 0.838
ACCESS-CM2_CMIP6 [-] 73.9 73.9 82.1 -8.19 20.3 1.26 0.838 0.740 0.896 0.474 0.738
ACCESS-ESM1-5_BARPA [-] 91.9 93.4 78.9 14.5 30.4 0.992 0.785 0.655 0.913 0.812 0.764
ACCESS-ESM1-5_CCAM [-] 103. 103. 78.9 24.5 34.4 1.14 0.672 0.680 0.880 0.939 0.770
ACCESS-ESM1-5_CMIP6 [-] 83.0 83.0 75.1 7.95 28.8 1.01 0.857 0.573 0.914 0.789 0.741
CESM2_BARPA [-] 94.0 95.3 78.9 16.4 35.3 0.858 0.762 0.608 0.925 0.787 0.738
CESM2_CCAM [-] 75.1 75.6 78.9 -3.33 21.0 1.33 0.856 0.737 0.858 0.917 0.821
CESM2_CMIP6 [-] 102. 102. 77.1 24.5 34.0 1.44 0.632 0.654 0.854 0.966 0.752
CMCC-ESM2_BARPA [-] 89.0 90.2 78.9 11.3 30.8 1.21 0.816 0.635 0.882 0.806 0.755
CMCC-ESM2_CCAM [-] 104. 104. 78.9 25.6 33.9 1.01 0.657 0.697 0.914 0.995 0.792
CMCC-ESM2_CMIP6 [-] 95.2 95.2 77.1 18.2 25.5 0.996 0.713 0.723 0.907 0.986 0.810
CNRM-ESM2-1_CCAM [-] 82.8 83.2 78.9 4.32 20.6 1.06 0.867 0.737 0.910 0.993 0.849
CNRM-ESM2-1_CMIP6 [-] 89.3 89.3 78.6 10.7 23.9 0.384 0.830 0.687 0.979 0.957 0.828
EC-Earth3_BARPA [-] 82.2 83.5 78.9 4.57 30.4 0.670 0.795 0.658 0.951 0.665 0.745
EC-Earth3_CCAM [-] 86.9 86.9 78.9 8.01 22.7 1.32 0.843 0.720 0.856 0.991 0.826
EC-Earth3_CMIP6 [-] 62.8 62.8 79.2 -16.3 20.9 0.951 0.753 0.810 0.924 0.945 0.849
ERA5_BARPA [-] 88.5 89.9 79.0 10.9 21.6 1.09 0.826 0.746 0.901 0.889 0.822
ERA5_CCAM [-] 95.6 95.9 79.0 16.9 21.0 0.605 0.755 0.823 0.937 0.993 0.866
MPI-ESM1-2-HR_BARPA [-] 62.8 63.6 78.9 -15.3 24.2 0.753 0.767 0.755 0.924 0.982 0.837
MPI-ESM1-2-HR_CMIP6 [-] 40.4 40.4 78.9 -38.4 41.3 0.673 0.502 0.763 0.911 0.988 0.785
NorESM2-MM_BARPA [-] 97.6 99.1 78.9 20.2 31.6 0.746 0.718 0.673 0.929 0.833 0.765
NorESM2-MM_CCAM [-] 80.2 80.7 78.9 1.83 18.0 0.979 0.847 0.790 0.912 0.913 0.850
NorESM2-MM_CMIP6 [-] 95.7 95.7 77.1 18.6 25.1 1.69 0.712 0.739 0.784 0.980 0.791
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 54.6
ACCESS-CM2_BARPA [-] 56.4 57.0 54.6 2.35 28.2 0.705 0.918 0.728 0.950 0.981 0.861
ACCESS-CM2_CCAM [-] 51.4 51.6 54.6 -3.06 22.3 0.478 0.919 0.783 0.965 0.744 0.839
ACCESS-CM2_CMIP6 [-] 54.9 54.9 57.8 -2.88 32.4 0.518 0.899 0.700 0.970 0.432 0.740
ACCESS-ESM1-5_BARPA [-] 63.7 64.1 54.6 9.53 21.6 0.352 0.882 0.810 0.975 0.993 0.894
ACCESS-ESM1-5_CCAM [-] 77.7 78.0 54.6 23.4 37.4 0.597 0.761 0.715 0.958 0.993 0.828
ACCESS-ESM1-5_CMIP6 [-] 71.7 71.7 56.1 15.6 32.6 0.294 0.836 0.716 0.983 0.976 0.845
CESM2_BARPA [-] 45.6 45.9 54.6 -8.71 19.2 0.566 0.896 0.822 0.964 0.937 0.888
CESM2_CCAM [-] 45.6 45.9 54.6 -8.69 28.9 0.642 0.896 0.726 0.960 0.983 0.858
CESM2_CMIP6 [-] 71.5 71.5 54.3 17.1 36.5 0.580 0.819 0.681 0.961 0.977 0.824
CMCC-ESM2_BARPA [-] 39.8 40.0 54.6 -14.6 27.1 0.510 0.839 0.763 0.964 0.939 0.854
CMCC-ESM2_CCAM [-] 59.6 59.9 54.6 5.30 18.4 0.577 0.922 0.821 0.965 0.996 0.905
CMCC-ESM2_CMIP6 [-] 84.6 84.6 54.3 30.3 50.1 0.530 0.702 0.623 0.968 0.994 0.782
CNRM-ESM2-1_CCAM [-] 57.0 57.3 54.6 2.69 18.7 0.400 0.923 0.816 0.974 0.905 0.887
CNRM-ESM2-1_CMIP6 [-] 41.7 41.7 56.4 -14.7 36.0 0.700 0.808 0.700 0.957 0.897 0.812
EC-Earth3_BARPA [-] 49.2 49.7 54.6 -4.95 20.7 0.487 0.900 0.802 0.967 0.925 0.879
EC-Earth3_CCAM [-] 60.7 61.2 54.6 6.54 21.5 0.426 0.916 0.789 0.970 0.934 0.880
EC-Earth3_CMIP6 [-] 55.6 55.6 54.2 1.43 28.1 0.585 0.928 0.720 0.963 0.969 0.860
ERA5_BARPA [-] 62.0 62.6 55.0 7.60 24.0 0.861 0.899 0.773 0.932 0.988 0.873
ERA5_CCAM [-] 68.2 68.5 55.0 13.6 20.8 0.363 0.851 0.834 0.974 0.995 0.898
MPI-ESM1-2-HR_BARPA [-] 40.4 41.1 54.6 -13.5 25.1 0.475 0.846 0.789 0.970 0.984 0.876
MPI-ESM1-2-HR_CMIP6 [-] 21.1 21.1 55.4 -34.2 49.0 0.611 0.651 0.665 0.964 0.936 0.776
NorESM2-MM_BARPA [-] 62.8 63.3 54.6 8.73 22.4 0.458 0.895 0.793 0.970 0.950 0.880
NorESM2-MM_CCAM [-] 83.6 83.9 54.6 29.3 39.9 0.480 0.708 0.729 0.970 0.867 0.800
NorESM2-MM_CMIP6 [-] 97.3 97.3 54.3 43.0 56.6 0.554 0.601 0.646 0.965 0.993 0.770
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 71.5
ACCESS-CM2_BARPA [-] 83.8 85.2 71.5 13.7 38.9 0.626 0.860 0.738 0.954 0.972 0.852
ACCESS-CM2_CCAM [-] 75.8 76.2 71.5 4.68 33.3 0.710 0.883 0.763 0.941 0.814 0.833
ACCESS-CM2_CMIP6 [-] 71.4 71.4 72.0 -0.566 41.8 0.716 0.917 0.688 0.911 0.797 0.800
ACCESS-ESM1-5_BARPA [-] 79.5 80.3 71.5 8.81 27.5 0.493 0.885 0.807 0.968 0.948 0.883
ACCESS-ESM1-5_CCAM [-] 84.6 85.0 71.5 13.5 37.3 0.685 0.877 0.734 0.944 0.976 0.853
ACCESS-ESM1-5_CMIP6 [-] 79.9 79.9 70.1 9.87 34.4 0.754 0.901 0.734 0.952 0.994 0.863
CESM2_BARPA [-] 61.4 62.2 71.5 -9.32 27.5 0.493 0.905 0.793 0.969 0.900 0.872
CESM2_CCAM [-] 61.1 62.0 71.5 -9.48 42.1 0.631 0.892 0.689 0.945 0.942 0.831
CESM2_CMIP6 [-] 80.0 80.0 71.1 8.89 34.9 0.367 0.903 0.733 0.976 0.987 0.866
CMCC-ESM2_BARPA [-] 57.9 58.2 71.5 -13.3 37.2 0.579 0.869 0.735 0.962 0.875 0.835
CMCC-ESM2_CCAM [-] 87.3 88.1 71.5 16.6 34.1 0.492 0.850 0.783 0.961 0.975 0.870
CMCC-ESM2_CMIP6 [-] 116. 116. 71.1 44.8 66.7 0.507 0.682 0.660 0.971 0.922 0.779
CNRM-ESM2-1_CCAM [-] 77.0 77.5 71.5 5.99 28.8 0.567 0.899 0.789 0.960 0.897 0.867
CNRM-ESM2-1_CMIP6 [-] 40.4 40.4 70.0 -29.6 48.3 0.450 0.753 0.694 0.960 0.936 0.807
EC-Earth3_BARPA [-] 73.6 75.0 71.5 3.49 24.8 0.525 0.919 0.810 0.970 0.975 0.897
EC-Earth3_CCAM [-] 94.1 95.0 71.5 23.6 45.1 0.507 0.805 0.702 0.968 0.914 0.818
EC-Earth3_CMIP6 [-] 88.5 88.5 71.5 17.1 46.9 0.624 0.843 0.672 0.946 0.989 0.825
ERA5_BARPA [-] 80.2 81.3 72.1 9.18 27.9 0.643 0.900 0.798 0.956 0.975 0.885
ERA5_CCAM [-] 88.3 89.0 72.1 16.9 27.6 0.454 0.855 0.821 0.971 0.987 0.891
MPI-ESM1-2-HR_BARPA [-] 66.2 67.7 71.5 -3.77 28.1 0.533 0.917 0.784 0.968 0.992 0.889
MPI-ESM1-2-HR_CMIP6 [-] 38.9 38.9 70.8 -31.9 48.7 0.630 0.732 0.712 0.959 0.783 0.780
NorESM2-MM_BARPA [-] 81.5 82.6 71.5 11.1 36.0 0.426 0.880 0.743 0.977 0.978 0.864
NorESM2-MM_CCAM [-] 88.6 88.8 71.5 17.3 30.8 0.397 0.850 0.802 0.972 0.972 0.880
NorESM2-MM_CMIP6 [-] 99.3 99.3 71.1 28.2 39.0 0.402 0.772 0.780 0.979 0.996 0.861
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 41.9
ACCESS-CM2_BARPA [-] 50.1 49.8 41.9 7.92 14.4 1.97 0.770 0.682 0.740 0.902 0.755
ACCESS-CM2_CCAM [-] 51.3 50.9 41.9 9.05 16.4 1.82 0.740 0.654 0.778 0.985 0.762
ACCESS-CM2_CMIP6 [-] 53.5 53.5 42.4 11.1 20.3 1.98 0.661 0.608 0.750 0.961 0.718
ACCESS-ESM1-5_BARPA [-] 44.9 44.6 41.9 2.69 12.7 1.36 0.875 0.680 0.841 0.949 0.805
ACCESS-ESM1-5_CCAM [-] 46.6 46.3 41.9 4.45 16.4 1.90 0.828 0.613 0.743 0.989 0.757
ACCESS-ESM1-5_CMIP6 [-] 48.5 48.5 43.9 4.56 24.0 2.14 0.670 0.514 0.639 0.735 0.615
CESM2_BARPA [-] 46.1 45.7 41.9 3.85 12.0 0.855 0.866 0.702 0.895 0.919 0.817
CESM2_CCAM [-] 31.5 31.2 41.9 -10.6 16.2 2.19 0.693 0.689 0.690 0.968 0.746
CESM2_CMIP6 [-] 53.6 53.6 43.0 10.6 20.3 1.73 0.694 0.601 0.698 0.941 0.707
CMCC-ESM2_BARPA [-] 42.7 42.5 41.9 0.575 10.7 1.54 0.906 0.721 0.825 0.967 0.828
CMCC-ESM2_CCAM [-] 59.3 59.0 41.9 17.1 21.4 1.53 0.587 0.674 0.805 0.964 0.741
CMCC-ESM2_CMIP6 [-] 51.6 51.6 43.0 8.63 16.9 1.23 0.715 0.679 0.834 0.886 0.759
CNRM-ESM2-1_CCAM [-] 40.2 40.0 41.9 -1.89 11.7 1.29 0.872 0.705 0.813 0.966 0.812
CNRM-ESM2-1_CMIP6 [-] 38.7 38.7 42.0 -3.38 13.3 2.77 0.831 0.664 0.613 0.994 0.753
EC-Earth3_BARPA [-] 33.6 33.4 41.9 -8.46 12.9 1.22 0.747 0.741 0.840 0.978 0.809
EC-Earth3_CCAM [-] 39.7 39.5 41.9 -2.38 15.9 1.76 0.874 0.610 0.714 0.966 0.755
EC-Earth3_CMIP6 [-] 29.8 29.8 42.8 -13.1 17.7 2.00 0.642 0.686 0.703 0.797 0.703
ERA5_BARPA [-] 48.9 48.7 41.9 6.72 10.5 1.19 0.794 0.785 0.838 0.956 0.832
ERA5_CCAM [-] 50.7 50.4 41.9 8.47 12.5 1.19 0.748 0.772 0.818 0.994 0.821
MPI-ESM1-2-HR_BARPA [-] 37.9 37.6 41.9 -4.27 13.3 2.97 0.806 0.692 0.575 0.969 0.747
MPI-ESM1-2-HR_CMIP6 [-] 24.2 24.2 41.6 -17.4 20.3 4.15 0.552 0.702 0.367 0.881 0.641
NorESM2-MM_BARPA [-] 51.5 51.2 41.9 9.26 14.9 2.09 0.739 0.689 0.729 0.890 0.747
NorESM2-MM_CCAM [-] 56.0 55.6 41.9 13.7 17.8 1.73 0.648 0.717 0.781 0.993 0.771
NorESM2-MM_CMIP6 [-] 58.7 58.7 43.0 15.8 19.2 1.94 0.607 0.768 0.775 0.869 0.757
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.4
ACCESS-CM2_BARPA [-] 39.9 39.9 26.4 13.6 18.4 0.550 0.737 0.766 0.956 0.975 0.840
ACCESS-CM2_CCAM [-] 41.4 41.5 26.4 15.1 19.3 0.683 0.713 0.768 0.943 0.978 0.834
ACCESS-CM2_CMIP6 [-] 39.4 39.4 26.5 12.9 18.7 0.376 0.736 0.739 0.973 0.989 0.835
ACCESS-ESM1-5_BARPA [-] 37.4 37.4 26.4 11.1 17.4 0.727 0.774 0.742 0.952 0.904 0.823
ACCESS-ESM1-5_CCAM [-] 41.9 41.9 26.4 15.5 21.6 0.689 0.698 0.715 0.951 0.824 0.781
ACCESS-ESM1-5_CMIP6 [-] 41.1 41.1 26.3 14.8 22.5 0.817 0.703 0.675 0.941 0.958 0.790
CESM2_BARPA [-] 29.9 29.9 26.4 3.56 14.4 1.19 0.901 0.736 0.889 0.969 0.846
CESM2_CCAM [-] 19.2 19.2 26.4 -7.11 18.3 1.39 0.849 0.686 0.815 0.958 0.799
CESM2_CMIP6 [-] 40.2 40.2 26.4 13.8 22.3 0.676 0.724 0.673 0.957 0.865 0.779
CMCC-ESM2_BARPA [-] 27.1 27.1 26.4 0.745 16.8 1.70 0.923 0.691 0.810 0.949 0.813
CMCC-ESM2_CCAM [-] 47.8 47.9 26.4 21.5 28.4 1.19 0.621 0.665 0.882 0.942 0.755
CMCC-ESM2_CMIP6 [-] 60.5 60.5 26.4 34.0 49.6 0.640 0.464 0.451 0.959 0.594 0.584
CNRM-ESM2-1_CCAM [-] 38.2 38.3 26.4 11.9 18.3 0.755 0.770 0.734 0.939 0.921 0.819
CNRM-ESM2-1_CMIP6 [-] 21.6 21.6 26.6 -5.00 14.4 0.628 0.881 0.740 0.930 0.724 0.803
EC-Earth3_BARPA [-] 22.1 22.2 26.4 -4.16 11.2 0.856 0.891 0.804 0.927 0.993 0.884
EC-Earth3_CCAM [-] 32.3 32.3 26.4 5.96 15.3 0.615 0.876 0.732 0.948 0.913 0.840
EC-Earth3_CMIP6 [-] 28.2 28.2 26.3 1.90 17.4 0.584 0.887 0.690 0.951 0.892 0.822
ERA5_BARPA [-] 35.4 35.5 26.6 8.88 16.3 1.44 0.819 0.737 0.853 0.988 0.827
ERA5_CCAM [-] 38.0 38.1 26.6 11.4 16.0 0.818 0.767 0.782 0.918 0.881 0.826
MPI-ESM1-2-HR_BARPA [-] 23.0 23.0 26.4 -3.34 12.3 0.721 0.894 0.786 0.947 0.975 0.878
MPI-ESM1-2-HR_CMIP6 [-] 13.3 13.3 26.3 -13.1 18.2 0.742 0.727 0.758 0.944 0.902 0.818
NorESM2-MM_BARPA [-] 40.6 40.7 26.4 14.3 24.1 2.22 0.730 0.650 0.709 0.965 0.741
NorESM2-MM_CCAM [-] 51.2 51.2 26.4 24.9 29.0 0.608 0.570 0.718 0.951 0.988 0.789
NorESM2-MM_CMIP6 [-] 58.0 58.0 26.4 31.5 37.0 0.543 0.486 0.646 0.958 0.819 0.711
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.7
ACCESS-CM2_BARPA [-] 30.0 30.1 20.7 9.38 13.6 1.10 0.718 0.722 0.876 0.991 0.806
ACCESS-CM2_CCAM [-] 27.8 27.8 20.7 7.14 12.9 2.09 0.782 0.696 0.708 0.932 0.763
ACCESS-CM2_CMIP6 [-] 29.7 29.7 20.9 8.83 14.9 1.50 0.722 0.655 0.815 0.960 0.762
ACCESS-ESM1-5_BARPA [-] 25.2 25.2 20.7 4.56 9.44 0.715 0.849 0.751 0.930 0.983 0.853
ACCESS-ESM1-5_CCAM [-] 21.9 21.9 20.7 1.19 10.3 2.09 0.878 0.714 0.685 0.866 0.772
ACCESS-ESM1-5_CMIP6 [-] 27.9 27.9 20.8 7.09 14.6 1.59 0.773 0.628 0.807 0.914 0.750
CESM2_BARPA [-] 22.4 22.4 20.7 1.73 8.84 1.06 0.908 0.744 0.863 0.994 0.851
CESM2_CCAM [-] 15.6 15.6 20.7 -5.09 13.8 3.65 0.810 0.646 0.353 0.990 0.689
CESM2_CMIP6 [-] 26.2 26.2 20.8 5.37 10.8 0.939 0.804 0.740 0.898 0.684 0.773
CMCC-ESM2_BARPA [-] 22.8 22.8 20.7 2.12 12.1 2.38 0.908 0.661 0.619 0.954 0.760
CMCC-ESM2_CCAM [-] 38.8 38.9 20.7 18.2 22.4 1.70 0.522 0.640 0.788 0.853 0.688
CMCC-ESM2_CMIP6 [-] 36.3 36.3 20.8 15.5 22.5 1.20 0.602 0.601 0.876 0.443 0.624
CNRM-ESM2-1_CCAM [-] 27.8 27.9 20.7 7.18 11.2 0.976 0.790 0.750 0.889 0.798 0.795
CNRM-ESM2-1_CMIP6 [-] 18.6 18.6 20.7 -2.09 9.19 2.48 0.898 0.725 0.629 0.970 0.789
EC-Earth3_BARPA [-] 16.7 16.7 20.7 -3.98 8.39 0.865 0.841 0.789 0.905 0.991 0.863
EC-Earth3_CCAM [-] 20.4 20.4 20.7 -0.249 9.92 1.20 0.900 0.722 0.867 0.941 0.830
EC-Earth3_CMIP6 [-] 17.1 17.1 20.8 -3.68 11.3 1.17 0.835 0.704 0.880 0.989 0.822
ERA5_BARPA [-] 28.7 28.7 20.7 8.01 11.1 1.25 0.750 0.770 0.862 0.989 0.828
ERA5_CCAM [-] 24.3 24.3 20.7 3.62 6.50 0.547 0.877 0.838 0.931 0.915 0.879
MPI-ESM1-2-HR_BARPA [-] 19.4 19.4 20.7 -1.28 7.64 0.891 0.927 0.776 0.916 0.804 0.840
MPI-ESM1-2-HR_CMIP6 [-] 9.87 9.87 20.8 -11.0 13.2 2.01 0.658 0.772 0.685 0.810 0.739
NorESM2-MM_BARPA [-] 32.6 32.6 20.7 12.0 16.9 1.92 0.657 0.659 0.717 0.909 0.720
NorESM2-MM_CCAM [-] 38.6 38.6 20.7 17.9 21.6 1.73 0.532 0.664 0.776 0.867 0.700
NorESM2-MM_CMIP6 [-] 38.6 38.6 20.8 17.7 21.6 2.68 0.534 0.662 0.576 0.840 0.655
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 62.5
ACCESS-CM2_BARPA [-] 74.1 74.3 62.5 11.8 26.3 1.61 0.656 0.556 0.793 0.528 0.618
ACCESS-CM2_CCAM [-] 68.3 68.1 62.5 5.57 21.2 1.65 0.733 0.600 0.782 0.860 0.715
ACCESS-CM2_CMIP6 [-] 60.5 60.5 74.0 -13.5 18.2 1.01 0.632 0.668 0.866 0.750 0.717
ACCESS-ESM1-5_BARPA [-] 67.1 67.3 62.5 4.80 25.0 1.45 0.664 0.568 0.831 0.542 0.635
ACCESS-ESM1-5_CCAM [-] 61.8 61.7 62.5 -0.842 18.9 1.55 0.763 0.623 0.816 0.942 0.754
ACCESS-ESM1-5_CMIP6 [-] 48.3 48.3 61.5 -13.3 17.8 1.03 0.630 0.663 0.930 1.00 0.777
CESM2_BARPA [-] 72.6 72.0 62.5 9.46 24.7 1.30 0.643 0.598 0.851 0.516 0.641
CESM2_CCAM [-] 63.4 63.4 62.5 0.874 21.2 1.44 0.722 0.615 0.833 0.808 0.719
CESM2_CMIP6 [-] 66.8 66.8 62.9 3.92 15.0 1.53 0.801 0.659 0.851 0.00446 0.595
CMCC-ESM2_BARPA [-] 70.2 69.9 62.5 7.38 17.2 0.776 0.724 0.689 0.927 0.733 0.753
CMCC-ESM2_CCAM [-] 83.1 82.5 62.5 20.0 24.1 1.32 0.576 0.705 0.849 0.909 0.749
CMCC-ESM2_CMIP6 [-] 63.1 63.1 62.9 0.186 10.6 2.03 0.818 0.754 0.740 0.105 0.634
CNRM-ESM2-1_CCAM [-] 61.2 61.1 62.5 -1.45 16.2 1.92 0.784 0.675 0.753 0.981 0.774
CNRM-ESM2-1_CMIP6 [-] 70.2 70.2 60.3 9.91 19.9 1.03 0.696 0.619 0.931 0.900 0.753
EC-Earth3_BARPA [-] 65.2 65.3 62.5 2.78 16.4 1.26 0.788 0.663 0.858 0.830 0.761
EC-Earth3_CCAM [-] 70.0 70.0 62.5 7.46 16.4 1.47 0.743 0.707 0.809 0.978 0.789
EC-Earth3_CMIP6 [-] 61.3 61.3 63.4 -2.09 17.5 1.69 0.669 0.714 0.769 0.698 0.713
ERA5_BARPA [-] 75.5 74.8 62.5 12.3 19.4 1.56 0.663 0.697 0.814 0.702 0.715
ERA5_CCAM [-] 67.5 67.1 62.5 4.54 13.1 1.04 0.772 0.785 0.881 0.983 0.841
MPI-ESM1-2-HR_BARPA [-] 67.1 67.0 62.5 4.51 23.2 1.70 0.726 0.573 0.785 0.637 0.659
MPI-ESM1-2-HR_CMIP6 [-] 47.0 47.0 61.0 -14.1 20.3 2.73 0.659 0.691 0.569 0.421 0.606
NorESM2-MM_BARPA [-] 82.3 81.8 62.5 19.3 26.9 1.12 0.555 0.627 0.893 0.542 0.649
NorESM2-MM_CCAM [-] 66.3 66.2 62.5 3.65 19.2 1.59 0.726 0.644 0.806 0.781 0.720
NorESM2-MM_CMIP6 [-] 68.8 68.8 62.9 5.87 11.1 1.54 0.838 0.754 0.827 0.295 0.693
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 123.
ACCESS-CM2_BARPA [-] 169. 174. 123. 50.9 64.5 0.367 0.428 0.536 0.975 0.656 0.626
ACCESS-CM2_CCAM [-] 130. 131. 123. 7.30 39.0 0.558 0.773 0.562 0.940 0.959 0.759
ACCESS-CM2_CMIP6 [-] 104. 104. 132. -28.0 40.4 0.00 0.623 0.612 1.00 1.00 0.769
ACCESS-ESM1-5_BARPA [-] 169. 174. 123. 50.8 73.4 0.557 0.435 0.422 0.949 0.596 0.565
ACCESS-ESM1-5_CCAM [-] 137. 137. 123. 14.0 46.1 0.954 0.697 0.507 0.915 0.854 0.696
ACCESS-ESM1-5_CMIP6 [-] 65.4 65.4 103. -37.3 39.9 0.00 0.440 0.732 1.00 0.149 0.611
CESM2_BARPA [-] 163. 167. 123. 43.2 65.3 0.900 0.485 0.448 0.896 0.720 0.599
CESM2_CCAM [-] 148. 149. 123. 25.5 60.0 0.806 0.602 0.424 0.921 0.796 0.634
CESM2_CMIP6 [-] 98.7 98.7 112. -13.0 29.5 0.668 0.769 0.589 0.906 0.875 0.746
CMCC-ESM2_BARPA [-] 144. 148. 123. 24.8 39.9 0.481 0.650 0.612 0.951 0.846 0.735
CMCC-ESM2_CCAM [-] 129. 129. 123. 5.83 30.3 1.15 0.799 0.646 0.886 0.995 0.794
CMCC-ESM2_CMIP6 [-] 77.4 77.4 112. -34.4 37.1 0.668 0.502 0.757 0.906 0.352 0.655
CNRM-ESM2-1_CCAM [-] 126. 126. 123. 2.47 25.4 1.12 0.790 0.718 0.878 0.920 0.805
CNRM-ESM2-1_CMIP6 [-] 111. 111. 107. 4.57 15.7 0.694 0.894 0.747 0.957 0.670 0.803
EC-Earth3_BARPA [-] 141. 146. 123. 23.0 36.3 0.465 0.658 0.657 0.966 0.760 0.740
EC-Earth3_CCAM [-] 129. 129. 123. 6.02 24.4 0.415 0.792 0.729 0.968 0.969 0.837
EC-Earth3_CMIP6 [-] 107. 107. 118. -11.2 19.4 0.506 0.816 0.779 0.963 0.995 0.866
ERA5_BARPA [-] 142. 146. 123. 23.0 28.4 0.569 0.674 0.799 0.953 0.911 0.827
ERA5_CCAM [-] 112. 112. 123. -11.5 21.1 0.658 0.773 0.814 0.930 0.986 0.863
MPI-ESM1-2-HR_BARPA [-] 175. 180. 123. 57.1 73.7 0.877 0.403 0.481 0.937 0.554 0.571
MPI-ESM1-2-HR_CMIP6 [-] 91.1 91.1 127. -36.1 40.2 0.824 0.534 0.752 0.925 0.742 0.741
NorESM2-MM_BARPA [-] 157. 161. 123. 37.4 48.4 0.511 0.534 0.609 0.945 0.842 0.708
NorESM2-MM_CCAM [-] 130. 130. 123. 6.70 37.9 0.736 0.745 0.584 0.920 0.960 0.758
NorESM2-MM_CMIP6 [-] 97.3 97.3 112. -14.4 22.8 0.668 0.747 0.739 0.906 0.218 0.670
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 72.5
ACCESS-CM2_BARPA [-] 76.9 79.0 72.5 6.51 21.6 1.70 0.829 0.643 0.788 0.771 0.735
ACCESS-CM2_CCAM [-] 68.4 69.9 72.5 -2.65 22.0 1.76 0.822 0.637 0.780 0.933 0.762
ACCESS-CM2_CMIP6 [-] 67.3 67.3 71.4 -4.10 17.6 2.31 0.900 0.656 0.681 0.889 0.757
ACCESS-ESM1-5_BARPA [-] 65.7 67.9 72.5 -4.66 21.1 2.24 0.830 0.649 0.673 0.855 0.731
ACCESS-ESM1-5_CCAM [-] 66.8 68.0 72.5 -4.52 23.1 1.74 0.791 0.630 0.792 0.947 0.758
ACCESS-ESM1-5_CMIP6 [-] 59.8 59.8 71.0 -11.2 26.4 1.33 0.763 0.568 0.873 0.872 0.729
CESM2_BARPA [-] 75.6 77.4 72.5 4.86 20.3 1.10 0.848 0.660 0.856 0.790 0.763
CESM2_CCAM [-] 49.4 50.7 72.5 -21.8 28.8 2.65 0.595 0.675 0.570 0.982 0.699
CESM2_CMIP6 [-] 74.2 74.2 73.1 1.04 19.8 1.17 0.825 0.652 0.903 0.307 0.668
CMCC-ESM2_BARPA [-] 76.2 77.0 72.5 4.48 19.6 1.21 0.840 0.685 0.870 0.826 0.781
CMCC-ESM2_CCAM [-] 86.1 87.0 72.5 14.5 23.9 0.910 0.725 0.686 0.892 0.897 0.777
CMCC-ESM2_CMIP6 [-] 81.2 81.2 73.1 8.01 22.4 1.19 0.715 0.707 0.884 0.0898 0.620
CNRM-ESM2-1_CCAM [-] 62.2 63.3 72.5 -9.25 23.2 1.75 0.776 0.634 0.786 0.995 0.765
CNRM-ESM2-1_CMIP6 [-] 78.2 78.2 74.8 3.41 28.6 2.37 0.645 0.546 0.652 0.231 0.524
EC-Earth3_BARPA [-] 69.7 69.8 72.5 -2.71 19.4 1.55 0.844 0.682 0.792 0.884 0.777
EC-Earth3_CCAM [-] 72.8 72.9 72.5 0.405 25.1 2.30 0.795 0.610 0.652 0.941 0.721
EC-Earth3_CMIP6 [-] 54.5 54.5 71.0 -16.5 23.9 2.28 0.678 0.684 0.663 0.996 0.741
ERA5_BARPA [-] 81.3 82.4 72.7 9.70 16.7 0.800 0.798 0.751 0.867 0.866 0.807
ERA5_CCAM [-] 78.4 79.5 72.7 6.80 13.9 0.823 0.816 0.815 0.901 0.972 0.864
MPI-ESM1-2-HR_BARPA [-] 62.9 64.8 72.5 -7.75 20.9 2.14 0.778 0.685 0.661 0.790 0.720
MPI-ESM1-2-HR_CMIP6 [-] 42.6 42.6 72.2 -29.6 34.2 2.69 0.483 0.670 0.522 0.841 0.637
NorESM2-MM_BARPA [-] 85.6 86.9 72.5 14.4 23.5 0.907 0.726 0.675 0.885 0.726 0.737
NorESM2-MM_CCAM [-] 64.7 66.4 72.5 -6.13 18.1 1.31 0.792 0.724 0.830 0.904 0.795
NorESM2-MM_CMIP6 [-] 74.2 74.2 73.1 1.02 11.8 1.18 0.879 0.784 0.883 0.461 0.758
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 58.1
ACCESS-CM2_BARPA [-] 61.7 60.9 58.1 2.87 14.8 1.00 0.851 0.653 0.860 0.959 0.796
ACCESS-CM2_CCAM [-] 59.1 58.9 58.1 0.786 16.5 1.00 0.838 0.619 0.861 0.742 0.736
ACCESS-CM2_CMIP6 [-] 61.6 61.6 64.7 -3.11 19.7 1.36 0.822 0.555 0.719 0.309 0.592
ACCESS-ESM1-5_BARPA [-] 54.9 54.1 58.1 -3.94 12.1 0.585 0.847 0.720 0.938 0.998 0.844
ACCESS-ESM1-5_CCAM [-] 53.8 53.4 58.1 -4.65 16.4 1.08 0.848 0.622 0.846 0.798 0.747
ACCESS-ESM1-5_CMIP6 [-] 49.8 49.8 51.7 -1.94 15.6 1.53 0.933 0.577 0.738 0.994 0.764
CESM2_BARPA [-] 59.9 58.8 58.1 0.729 12.4 0.841 0.867 0.706 0.898 0.988 0.833
CESM2_CCAM [-] 51.8 51.5 58.1 -6.62 19.2 0.936 0.794 0.598 0.885 0.948 0.765
CESM2_CMIP6 [-] 54.8 54.8 55.8 -0.966 11.1 0.405 0.831 0.748 0.951 0.275 0.711
CMCC-ESM2_BARPA [-] 55.9 54.9 58.1 -3.21 11.3 0.679 0.855 0.742 0.926 0.991 0.851
CMCC-ESM2_CCAM [-] 66.6 66.2 58.1 8.13 12.9 0.739 0.757 0.767 0.933 0.841 0.813
CMCC-ESM2_CMIP6 [-] 53.2 53.2 55.8 -2.56 10.2 0.405 0.803 0.796 0.951 0.115 0.692
CNRM-ESM2-1_CCAM [-] 52.2 51.8 58.1 -6.29 13.3 1.27 0.817 0.701 0.872 0.826 0.783
CNRM-ESM2-1_CMIP6 [-] 52.6 52.6 65.1 -12.5 17.6 1.03 0.671 0.670 0.930 1.00 0.788
EC-Earth3_BARPA [-] 48.1 47.4 58.1 -10.7 13.3 0.597 0.715 0.802 0.933 0.997 0.850
EC-Earth3_CCAM [-] 54.8 54.4 58.1 -3.69 13.3 0.820 0.853 0.689 0.898 0.780 0.782
EC-Earth3_CMIP6 [-] 44.5 44.5 58.2 -13.7 18.6 0.849 0.646 0.686 0.898 0.688 0.721
ERA5_BARPA [-] 61.7 60.7 58.1 2.62 9.35 1.05 0.849 0.795 0.901 0.985 0.865
ERA5_CCAM [-] 60.7 60.2 58.1 2.05 9.35 0.655 0.844 0.797 0.926 0.809 0.835
MPI-ESM1-2-HR_BARPA [-] 57.6 56.6 58.1 -1.45 13.9 1.83 0.875 0.668 0.779 0.984 0.795
MPI-ESM1-2-HR_CMIP6 [-] 36.9 36.9 58.7 -21.7 26.8 2.05 0.485 0.610 0.728 0.415 0.570
NorESM2-MM_BARPA [-] 63.6 62.7 58.1 4.64 13.1 0.619 0.827 0.705 0.955 0.973 0.833
NorESM2-MM_CCAM [-] 63.2 63.1 58.1 5.02 14.8 0.714 0.773 0.687 0.940 0.818 0.781
NorESM2-MM_CMIP6 [-] 62.3 62.3 55.8 6.53 13.1 0.613 0.794 0.732 0.939 0.154 0.670
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 28.3
ACCESS-CM2_BARPA [-] 35.9 36.9 28.3 8.62 12.0 1.62 0.683 0.692 0.790 0.862 0.744
ACCESS-CM2_CCAM [-] 32.4 32.1 28.3 3.84 9.21 1.88 0.835 0.696 0.772 0.996 0.799
ACCESS-CM2_CMIP6 [-] 31.6 31.6 28.9 2.69 10.5 1.02 0.863 0.617 0.914 0.966 0.795
ACCESS-ESM1-5_BARPA [-] 30.4 31.2 28.3 2.89 9.03 1.77 0.864 0.687 0.789 0.952 0.796
ACCESS-ESM1-5_CCAM [-] 28.6 28.3 28.3 0.0131 9.62 1.68 0.911 0.652 0.771 0.984 0.794
ACCESS-ESM1-5_CMIP6 [-] 32.7 32.7 29.9 2.81 15.5 2.71 0.898 0.501 0.530 0.690 0.624
CESM2_BARPA [-] 31.2 31.8 28.3 3.49 8.69 1.19 0.848 0.705 0.851 0.905 0.803
CESM2_CCAM [-] 23.5 23.0 28.3 -5.25 10.1 1.49 0.783 0.691 0.812 0.974 0.790
CESM2_CMIP6 [-] 34.2 34.2 28.4 5.82 11.6 2.89 0.774 0.632 0.528 0.894 0.692
CMCC-ESM2_BARPA [-] 30.8 31.3 28.3 3.04 10.7 2.17 0.859 0.636 0.694 0.976 0.760
CMCC-ESM2_CCAM [-] 42.2 41.9 28.3 13.6 16.6 2.40 0.553 0.661 0.648 0.989 0.702
CMCC-ESM2_CMIP6 [-] 32.6 32.6 28.4 4.16 8.08 1.76 0.837 0.733 0.741 0.695 0.748
CNRM-ESM2-1_CCAM [-] 31.1 30.7 28.3 2.46 6.75 1.55 0.879 0.766 0.810 0.996 0.843
CNRM-ESM2-1_CMIP6 [-] 23.0 23.0 25.5 -2.45 8.09 2.43 0.861 0.704 0.652 0.997 0.784
EC-Earth3_BARPA [-] 22.8 23.7 28.3 -4.59 9.06 1.45 0.786 0.731 0.834 0.924 0.801
EC-Earth3_CCAM [-] 27.7 27.4 28.3 -0.927 10.1 1.97 0.907 0.641 0.740 0.994 0.785
EC-Earth3_CMIP6 [-] 22.3 22.3 29.0 -6.74 11.8 2.29 0.735 0.652 0.672 0.975 0.737
ERA5_BARPA [-] 34.7 35.3 28.3 6.99 8.98 1.42 0.735 0.789 0.807 0.970 0.818
ERA5_CCAM [-] 34.0 33.7 28.3 5.37 7.44 1.46 0.786 0.806 0.792 0.969 0.832
MPI-ESM1-2-HR_BARPA [-] 29.2 29.8 28.3 1.49 8.06 1.43 0.895 0.708 0.836 0.913 0.812
MPI-ESM1-2-HR_CMIP6 [-] 13.2 13.2 28.3 -15.1 16.8 2.04 0.481 0.701 0.742 0.597 0.644
NorESM2-MM_BARPA [-] 37.7 38.3 28.3 10.0 13.7 1.75 0.640 0.661 0.768 0.880 0.722
NorESM2-MM_CCAM [-] 43.8 43.5 28.3 15.2 17.9 1.86 0.513 0.652 0.759 0.988 0.713
NorESM2-MM_CMIP6 [-] 42.4 42.4 28.4 14.0 15.0 1.17 0.532 0.784 0.884 0.543 0.705
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.9
ACCESS-CM2_BARPA [-] 36.2 37.0 30.9 6.15 12.7 1.58 0.795 0.670 0.775 0.992 0.780
ACCESS-CM2_CCAM [-] 34.1 34.3 30.9 3.39 11.2 0.998 0.863 0.676 0.873 0.995 0.817
ACCESS-CM2_CMIP6 [-] 31.1 31.1 30.5 0.575 12.9 1.41 0.856 0.607 0.803 0.782 0.731
ACCESS-ESM1-5_BARPA [-] 28.8 29.4 30.9 -1.54 9.22 1.53 0.892 0.728 0.793 0.947 0.818
ACCESS-ESM1-5_CCAM [-] 26.5 26.6 30.9 -4.34 9.62 0.771 0.848 0.730 0.911 0.986 0.841
ACCESS-ESM1-5_CMIP6 [-] 25.9 25.9 31.7 -5.79 16.5 3.93 0.790 0.564 0.401 0.550 0.574
CESM2_BARPA [-] 31.4 32.4 30.9 1.53 10.1 0.787 0.902 0.705 0.888 0.934 0.827
CESM2_CCAM [-] 35.5 35.8 30.9 4.94 20.9 0.937 0.752 0.499 0.868 0.650 0.654
CESM2_CMIP6 [-] 26.5 26.5 31.5 -5.00 10.7 0.431 0.822 0.696 0.946 0.950 0.822
CMCC-ESM2_BARPA [-] 30.0 30.8 30.9 -0.0568 8.57 1.40 0.921 0.739 0.791 0.993 0.836
CMCC-ESM2_CCAM [-] 44.2 44.3 30.9 13.4 17.8 1.97 0.610 0.655 0.728 0.991 0.728
CMCC-ESM2_CMIP6 [-] 34.2 34.2 31.5 2.77 10.1 1.30 0.849 0.725 0.823 0.728 0.770
CNRM-ESM2-1_CCAM [-] 38.2 38.3 30.9 7.40 13.3 1.84 0.761 0.680 0.761 0.986 0.774
CNRM-ESM2-1_CMIP6 [-] 36.7 36.7 31.5 5.17 16.8 0.611 0.742 0.584 0.960 0.854 0.745
EC-Earth3_BARPA [-] 31.3 32.7 30.9 1.76 11.2 0.772 0.822 0.713 0.911 0.850 0.802
EC-Earth3_CCAM [-] 38.2 38.5 30.9 7.56 16.4 1.01 0.742 0.597 0.871 0.809 0.723
EC-Earth3_CMIP6 [-] 29.0 29.0 31.0 -1.96 12.3 1.87 0.849 0.655 0.739 0.981 0.776
ERA5_BARPA [-] 37.1 37.9 30.8 7.03 9.17 1.13 0.770 0.822 0.832 0.993 0.848
ERA5_CCAM [-] 33.5 33.5 30.8 2.71 7.22 0.851 0.887 0.785 0.903 0.997 0.871
MPI-ESM1-2-HR_BARPA [-] 29.8 30.4 30.9 -0.468 8.84 0.731 0.903 0.731 0.910 0.983 0.852
MPI-ESM1-2-HR_CMIP6 [-] 15.7 15.7 30.4 -14.7 16.3 0.934 0.563 0.771 0.876 0.568 0.710
NorESM2-MM_BARPA [-] 39.7 41.0 30.9 10.1 15.6 1.37 0.704 0.661 0.828 0.937 0.758
NorESM2-MM_CCAM [-] 35.3 35.3 30.9 4.40 12.6 1.42 0.814 0.668 0.827 0.775 0.750
NorESM2-MM_CMIP6 [-] 33.4 33.4 31.5 1.92 11.6 0.664 0.882 0.656 0.917 0.773 0.777
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 104.
ACCESS-CM2_BARPA [-] 104. 105. 104. 0.770 68.4 0.644 0.835 0.631 0.954 0.493 0.709
ACCESS-CM2_CCAM [-] 81.0 81.3 104. -22.7 61.0 0.700 0.839 0.654 0.946 0.896 0.798
ACCESS-CM2_CMIP6 [-] 69.3 69.3 102. -32.8 68.3 0.198 0.767 0.630 0.986 0.991 0.801
ACCESS-ESM1-5_BARPA [-] 111. 111. 104. 7.48 49.1 0.473 0.847 0.729 0.968 0.510 0.757
ACCESS-ESM1-5_CCAM [-] 126. 127. 104. 22.6 62.4 0.538 0.841 0.645 0.960 0.965 0.811
ACCESS-ESM1-5_CMIP6 [-] 114. 114. 111. 3.42 61.2 0.986 0.965 0.643 0.903 0.891 0.809
CESM2_BARPA [-] 85.4 86.0 104. -18.0 38.3 0.410 0.837 0.798 0.972 0.908 0.863
CESM2_CCAM [-] 108. 108. 104. 3.77 49.4 1.02 0.910 0.702 0.903 0.992 0.842
CESM2_CMIP6 [-] 98.7 98.7 101. -2.38 47.7 0.986 0.912 0.698 0.890 0.828 0.805
CMCC-ESM2_BARPA [-] 80.9 81.1 104. -22.9 39.8 0.399 0.819 0.801 0.974 0.907 0.860
CMCC-ESM2_CCAM [-] 111. 111. 104. 6.61 33.1 0.406 0.896 0.803 0.971 0.984 0.891
CMCC-ESM2_CMIP6 [-] 98.4 98.4 101. -2.67 24.9 0.331 0.910 0.845 0.976 0.486 0.813
CNRM-ESM2-1_CCAM [-] 84.0 83.6 104. -20.4 45.1 0.499 0.844 0.747 0.967 0.987 0.858
CNRM-ESM2-1_CMIP6 [-] 60.3 60.3 106. -45.5 72.7 0.329 0.719 0.666 0.976 0.924 0.790
EC-Earth3_BARPA [-] 115. 117. 104. 12.6 53.8 0.657 0.844 0.705 0.957 0.734 0.789
EC-Earth3_CCAM [-] 124. 124. 104. 19.9 59.2 0.688 0.854 0.660 0.946 0.983 0.821
EC-Earth3_CMIP6 [-] 105. 105. 102. 3.10 52.5 0.984 0.882 0.688 0.922 0.978 0.831
ERA5_BARPA [-] 115. 115. 105. 10.2 40.2 0.542 0.862 0.773 0.955 0.744 0.822
ERA5_CCAM [-] 119. 119. 105. 14.7 29.3 0.485 0.876 0.842 0.969 0.995 0.905
MPI-ESM1-2-HR_BARPA [-] 95.7 98.1 104. -5.92 55.3 0.401 0.831 0.703 0.968 0.548 0.751
MPI-ESM1-2-HR_CMIP6 [-] 44.1 44.1 105. -61.2 90.9 0.394 0.619 0.619 0.964 0.667 0.697
NorESM2-MM_BARPA [-] 120. 121. 104. 17.1 40.3 0.453 0.846 0.784 0.967 0.775 0.831
NorESM2-MM_CCAM [-] 139. 139. 104. 35.0 49.2 0.342 0.775 0.778 0.972 0.995 0.860
NorESM2-MM_CMIP6 [-] 124. 124. 101. 23.2 40.7 0.545 0.817 0.799 0.966 0.821 0.840

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
CESM2_CMIP6
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:
ERA5 single-levels reanalysis mean_total_precipitation_rate 19790101-19790131

  History:
Thu Sep 19 18:28:38 2024: ncatted -a missing_value,RR,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/RR/v20240411/RR_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 15:17:05 2024: cdo -f nc4c -b f32 -z zip_1 --shuffle setmissval,1.e+20 /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/RR/v20240411/RR_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/RR/v20240411/RR_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231_compressed.nc Tue May 14 23:05:53 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/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790101-19790131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790201-19790228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790301-19790331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790401-19790430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790501-19790531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790601-19790630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790701-19790731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790801-19790831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19790901-19790930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19791001-19791031.nc 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/g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20140901-20140930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20141001-20141031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20141101-20141130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20141201-20141231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150101-20150131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150201-20150228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150301-20150331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150401-20150430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150501-20150531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150601-20150630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150701-20150731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150801-20150831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20150901-20150930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20151001-20151031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20151101-20151130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20151201-20151231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20160101-20160131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20160201-20160229.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20160301-20160331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20160401-20160430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20160501-20160531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20160601-20160630.nc 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/g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20190401-20190430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20190501-20190531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20190601-20190630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20190701-20190731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20190801-20190831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20190901-20190930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20191001-20191031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20191101-20191130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20191201-20191231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200101-20200131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200201-20200229.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200301-20200331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200401-20200430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200501-20200531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200601-20200630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200701-20200731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200801-20200831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20200901-20200930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20201001-20201031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20201101-20201130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20201201-20201231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210101-20210131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210201-20210228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210301-20210331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210401-20210430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210501-20210531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210601-20210630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210701-20210731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210801-20210831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20210901-20210930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20211001-20211031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20211101-20211130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_20211201-20211231.nc --variable mtpr --lat_bnds -54.0 14.0 --lon_bnds 88.0 208.0 --sub_daily_agg mean --hshift --drop_time_bounds RR /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/RR/v20240411/RR_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_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)

  License:
Licence to use Copernicus Products: https://apps.ecmwf.int/datasets/licences/copernicus/

  Summary:
ERA5 is the fifth generation ECMWF atmospheric reanalysis of the global climate. This file is part of the ERA5 replica hosted at NCI Australia. For more information please see http://dx.doi.org/10.25914/5f48874388857

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
RR

  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)