Mean State

Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.9
ACCESS-CM2_BARPA [-] 17.8 17.8 12.9 4.99 8.03 1.22 0.747 0.704 0.859 0.889 0.781
ACCESS-CM2_CCAM [-] 18.4 18.4 12.9 5.50 8.01 1.25 0.722 0.720 0.859 0.968 0.798
ACCESS-CM2_CMIP6 [-] 16.0 16.0 13.1 2.91 7.10 1.15 0.804 0.681 0.870 0.950 0.797
ACCESS-ESM1-5_BARPA [-] 16.5 16.5 12.9 3.68 6.80 0.887 0.804 0.723 0.914 0.825 0.798
ACCESS-ESM1-5_CCAM [-] 19.2 19.2 12.9 6.35 9.69 1.17 0.685 0.666 0.872 0.713 0.721
ACCESS-ESM1-5_CMIP6 [-] 15.7 15.7 12.9 2.81 7.10 1.03 0.814 0.668 0.903 0.990 0.809
CESM2_BARPA [-] 14.4 14.4 12.9 1.57 5.44 1.01 0.885 0.743 0.897 0.924 0.838
CESM2_CCAM [-] 12.5 12.5 12.9 -0.319 7.13 1.89 0.851 0.683 0.755 0.815 0.758
CESM2_CMIP6 [-] 14.8 14.8 12.9 1.98 6.04 1.02 0.845 0.713 0.899 0.991 0.832
CMCC-ESM2_BARPA [-] 13.3 13.3 12.9 0.438 5.92 1.68 0.908 0.716 0.798 0.958 0.819
CMCC-ESM2_CCAM [-] 19.3 19.3 12.9 6.47 9.17 1.34 0.678 0.691 0.854 0.976 0.778
CMCC-ESM2_CMIP6 [-] 14.1 14.1 12.9 1.22 4.60 1.07 0.866 0.788 0.895 0.840 0.835
CNRM-ESM2-1_CCAM [-] 16.9 16.9 12.9 4.01 6.80 0.984 0.795 0.733 0.900 0.976 0.827
CNRM-ESM2-1_CMIP6 [-] 11.4 11.4 12.9 -1.45 5.07 1.21 0.872 0.744 0.868 0.990 0.843
EC-Earth3_BARPA [-] 13.0 13.1 12.9 0.201 6.06 0.839 0.844 0.740 0.922 0.763 0.802
EC-Earth3_CCAM [-] 15.7 15.7 12.9 2.81 7.12 1.01 0.838 0.692 0.895 0.813 0.786
EC-Earth3_CMIP6 [-] 10.3 10.3 12.9 -2.61 4.94 0.905 0.831 0.783 0.907 0.938 0.848
ERA5_BARPA [-] 16.8 16.9 12.9 3.95 6.40 1.08 0.789 0.752 0.883 0.884 0.812
ERA5_CCAM [-] 18.0 18.0 12.9 5.06 7.23 0.900 0.734 0.748 0.903 0.833 0.793
MPI-ESM1-2-HR_BARPA [-] 12.8 12.9 12.9 0.0566 5.97 0.888 0.880 0.734 0.902 0.894 0.829
MPI-ESM1-2-HR_CMIP6 [-] 6.60 6.60 12.9 -6.33 7.98 1.43 0.662 0.748 0.815 0.859 0.766
NorESM2-MM_BARPA [-] 19.2 19.2 12.9 6.37 9.38 1.57 0.696 0.678 0.802 0.826 0.736
NorESM2-MM_CCAM [-] 20.6 20.6 12.9 7.79 9.75 1.10 0.639 0.718 0.880 0.976 0.786
NorESM2-MM_CMIP6 [-] 18.7 18.7 12.9 5.81 7.67 1.31 0.703 0.747 0.842 0.984 0.805
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.8
ACCESS-CM2_BARPA [-] 23.4 23.3 18.8 4.58 6.64 0.925 0.748 0.745 0.914 0.783 0.791
ACCESS-CM2_CCAM [-] 25.7 25.7 18.8 6.91 9.08 0.734 0.644 0.692 0.937 0.859 0.773
ACCESS-CM2_CMIP6 [-] 23.4 23.4 18.6 4.79 6.69 0.672 0.714 0.722 0.947 0.834 0.795
ACCESS-ESM1-5_BARPA [-] 23.5 23.5 18.8 4.74 7.00 0.819 0.743 0.730 0.929 0.880 0.810
ACCESS-ESM1-5_CCAM [-] 29.4 29.4 18.8 10.6 13.2 0.888 0.511 0.612 0.922 0.748 0.689
ACCESS-ESM1-5_CMIP6 [-] 22.6 22.6 18.8 3.81 6.96 0.459 0.773 0.670 0.972 0.928 0.817
CESM2_BARPA [-] 21.5 21.4 18.8 2.68 5.36 1.09 0.840 0.754 0.887 0.998 0.857
CESM2_CCAM [-] 17.2 17.3 18.8 -1.51 5.32 0.813 0.875 0.740 0.919 0.838 0.832
CESM2_CMIP6 [-] 23.1 23.1 18.8 4.36 7.63 1.12 0.740 0.654 0.875 0.985 0.796
CMCC-ESM2_BARPA [-] 20.3 20.2 18.8 1.48 5.15 0.783 0.891 0.741 0.916 0.890 0.846
CMCC-ESM2_CCAM [-] 26.3 26.3 18.8 7.53 10.5 0.730 0.621 0.632 0.933 0.933 0.763
CMCC-ESM2_CMIP6 [-] 18.8 18.8 18.8 0.0573 3.63 0.308 0.929 0.791 0.970 0.996 0.907
CNRM-ESM2-1_CCAM [-] 22.0 22.0 18.8 3.24 6.38 0.748 0.817 0.711 0.938 0.884 0.824
CNRM-ESM2-1_CMIP6 [-] 18.0 18.0 18.8 -0.777 5.17 0.531 0.856 0.740 0.961 0.608 0.785
EC-Earth3_BARPA [-] 15.9 16.0 18.8 -2.79 4.84 0.822 0.832 0.796 0.932 0.958 0.870
EC-Earth3_CCAM [-] 20.1 20.1 18.8 1.35 7.46 0.962 0.893 0.635 0.914 0.792 0.789
EC-Earth3_CMIP6 [-] 12.9 12.9 18.8 -5.87 6.82 0.752 0.674 0.800 0.939 0.993 0.846
ERA5_BARPA [-] 22.4 22.3 18.8 3.55 5.98 1.31 0.798 0.747 0.854 0.943 0.826
ERA5_CCAM [-] 26.2 26.2 18.8 7.38 8.94 1.10 0.626 0.726 0.877 0.928 0.782
MPI-ESM1-2-HR_BARPA [-] 15.7 15.7 18.8 -3.11 5.06 0.895 0.821 0.786 0.916 0.998 0.870
MPI-ESM1-2-HR_CMIP6 [-] 10.8 10.8 18.9 -8.10 8.81 1.57 0.580 0.801 0.785 0.990 0.790
NorESM2-MM_BARPA [-] 25.0 25.0 18.8 6.20 8.59 1.31 0.679 0.696 0.834 0.755 0.736
NorESM2-MM_CCAM [-] 26.6 26.6 18.8 7.80 9.46 0.748 0.611 0.716 0.935 0.994 0.803
NorESM2-MM_CMIP6 [-] 25.8 25.8 18.8 7.04 8.35 1.77 0.620 0.738 0.750 0.848 0.739
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 21.7
ACCESS-CM2_BARPA [-] 27.8 27.8 21.7 6.15 9.58 0.706 0.751 0.720 0.945 0.700 0.768
ACCESS-CM2_CCAM [-] 27.0 26.9 21.7 5.25 8.45 0.906 0.772 0.747 0.915 0.843 0.818
ACCESS-CM2_CMIP6 [-] 21.6 21.6 22.7 -1.09 6.29 0.703 0.894 0.742 0.940 0.994 0.862
ACCESS-ESM1-5_BARPA [-] 29.1 29.1 21.7 7.42 12.0 0.871 0.715 0.661 0.923 0.551 0.705
ACCESS-ESM1-5_CCAM [-] 34.0 34.0 21.7 12.3 14.9 0.970 0.562 0.677 0.906 0.786 0.721
ACCESS-ESM1-5_CMIP6 [-] 21.6 21.6 21.3 0.367 6.04 0.451 0.922 0.721 0.961 0.995 0.874
CESM2_BARPA [-] 26.1 26.2 21.7 4.46 9.94 0.922 0.808 0.675 0.917 0.628 0.745
CESM2_CCAM [-] 24.6 24.5 21.7 2.85 7.64 0.731 0.853 0.735 0.934 0.684 0.791
CESM2_CMIP6 [-] 23.6 23.6 21.5 2.09 6.53 1.13 0.862 0.734 0.887 0.748 0.814
CMCC-ESM2_BARPA [-] 24.3 24.3 21.7 2.62 9.18 1.11 0.836 0.685 0.893 0.539 0.733
CMCC-ESM2_CCAM [-] 27.4 27.3 21.7 5.65 9.74 1.09 0.760 0.706 0.889 0.647 0.772
CMCC-ESM2_CMIP6 [-] 18.8 18.8 21.5 -2.75 5.04 0.564 0.861 0.828 0.955 0.796 0.877
CNRM-ESM2-1_CCAM [-] 26.5 26.4 21.7 4.75 8.36 0.958 0.796 0.731 0.905 0.836 0.813
CNRM-ESM2-1_CMIP6 [-] 22.4 22.4 21.7 0.717 5.62 1.24 0.904 0.762 0.877 0.769 0.835
EC-Earth3_BARPA [-] 24.6 24.6 21.7 2.89 10.8 0.627 0.817 0.653 0.950 0.404 0.698
EC-Earth3_CCAM [-] 25.3 25.2 21.7 3.54 8.28 1.21 0.832 0.720 0.866 0.719 0.794
EC-Earth3_CMIP6 [-] 15.7 15.7 21.6 -5.92 7.04 0.836 0.745 0.833 0.935 0.948 0.864
ERA5_BARPA [-] 27.5 27.6 21.7 5.81 9.10 1.07 0.769 0.731 0.889 0.690 0.762
ERA5_CCAM [-] 30.4 30.4 21.7 8.63 10.5 0.955 0.665 0.759 0.901 0.855 0.793
MPI-ESM1-2-HR_BARPA [-] 18.8 18.9 21.7 -2.83 7.57 0.549 0.850 0.754 0.955 0.708 0.826
MPI-ESM1-2-HR_CMIP6 [-] 10.2 10.2 21.9 -11.7 12.7 0.625 0.559 0.788 0.949 0.857 0.811
NorESM2-MM_BARPA [-] 30.1 30.2 21.7 8.51 12.3 0.852 0.679 0.672 0.922 0.606 0.711
NorESM2-MM_CCAM [-] 27.3 27.3 21.7 5.66 8.52 0.715 0.771 0.754 0.936 0.948 0.849
NorESM2-MM_CMIP6 [-] 25.6 25.6 21.5 4.04 6.40 0.877 0.810 0.775 0.926 0.955 0.859
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.1
ACCESS-CM2_BARPA [-] 22.6 22.8 16.1 6.75 12.5 0.881 0.764 0.664 0.923 0.717 0.779
ACCESS-CM2_CCAM [-] 22.0 22.0 16.1 5.91 9.93 0.716 0.784 0.737 0.940 0.898 0.845
ACCESS-CM2_CMIP6 [-] 18.2 18.2 16.6 1.63 9.72 1.03 0.911 0.665 0.892 0.935 0.826
ACCESS-ESM1-5_BARPA [-] 21.9 22.1 16.1 6.01 10.6 0.609 0.784 0.707 0.956 0.863 0.820
ACCESS-ESM1-5_CCAM [-] 27.0 27.0 16.1 10.9 15.7 0.742 0.638 0.633 0.935 0.879 0.761
ACCESS-ESM1-5_CMIP6 [-] 19.4 19.4 16.3 3.16 8.87 0.612 0.858 0.695 0.960 0.996 0.848
CESM2_BARPA [-] 18.0 18.2 16.1 2.11 7.32 0.631 0.897 0.760 0.953 0.876 0.870
CESM2_CCAM [-] 19.0 19.1 16.1 3.02 10.8 0.835 0.853 0.668 0.924 0.505 0.748
CESM2_CMIP6 [-] 17.4 17.4 16.1 1.32 7.27 0.859 0.916 0.737 0.925 0.930 0.852
CMCC-ESM2_BARPA [-] 15.4 15.5 16.1 -0.572 6.93 0.679 0.922 0.763 0.947 0.938 0.885
CMCC-ESM2_CCAM [-] 21.7 21.8 16.1 5.68 10.0 0.649 0.794 0.719 0.946 0.791 0.814
CMCC-ESM2_CMIP6 [-] 15.6 15.6 16.1 -0.471 4.87 0.436 0.928 0.822 0.972 0.849 0.882
CNRM-ESM2-1_CCAM [-] 20.9 20.9 16.1 4.83 8.92 0.682 0.820 0.742 0.945 0.979 0.863
CNRM-ESM2-1_CMIP6 [-] 12.0 12.0 16.3 -4.33 7.89 0.620 0.821 0.752 0.959 0.938 0.844
EC-Earth3_BARPA [-] 20.0 20.3 16.1 4.20 10.9 0.597 0.824 0.680 0.958 0.521 0.753
EC-Earth3_CCAM [-] 23.2 23.3 16.1 7.23 12.7 0.560 0.747 0.658 0.958 0.565 0.743
EC-Earth3_CMIP6 [-] 13.7 13.7 16.2 -2.50 5.31 0.381 0.891 0.827 0.974 0.987 0.903
ERA5_BARPA [-] 22.1 22.3 16.2 6.15 10.2 0.727 0.780 0.720 0.939 0.812 0.808
ERA5_CCAM [-] 24.1 24.2 16.2 7.99 11.9 0.575 0.719 0.697 0.957 0.811 0.786
MPI-ESM1-2-HR_BARPA [-] 18.3 18.6 16.1 2.49 11.0 0.556 0.842 0.670 0.958 0.557 0.769
MPI-ESM1-2-HR_CMIP6 [-] 6.92 6.92 16.2 -9.29 12.1 0.609 0.662 0.713 0.958 0.930 0.800
NorESM2-MM_BARPA [-] 25.2 25.5 16.1 9.41 13.1 0.525 0.684 0.694 0.962 0.716 0.760
NorESM2-MM_CCAM [-] 24.8 24.8 16.1 8.70 11.6 0.532 0.699 0.734 0.957 0.880 0.801
NorESM2-MM_CMIP6 [-] 21.6 21.6 16.1 5.52 7.56 0.496 0.785 0.805 0.968 0.895 0.849
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.6
ACCESS-CM2_BARPA [-] 17.8 17.8 14.6 3.16 5.19 2.44 0.758 0.710 0.615 0.858 0.732
ACCESS-CM2_CCAM [-] 19.6 19.5 14.6 4.90 6.67 1.83 0.653 0.679 0.750 0.940 0.747
ACCESS-CM2_CMIP6 [-] 18.8 18.8 14.7 4.13 6.86 2.15 0.664 0.614 0.714 0.992 0.731
ACCESS-ESM1-5_BARPA [-] 16.5 16.5 14.6 1.84 4.26 1.41 0.846 0.727 0.841 0.863 0.809
ACCESS-ESM1-5_CCAM [-] 19.0 18.9 14.6 4.32 6.81 1.68 0.688 0.638 0.792 0.898 0.741
ACCESS-ESM1-5_CMIP6 [-] 17.1 17.1 14.9 2.13 6.82 1.01 0.721 0.569 0.922 0.917 0.759
CESM2_BARPA [-] 16.3 16.2 14.6 1.59 4.25 1.25 0.860 0.726 0.835 0.862 0.810
CESM2_CCAM [-] 11.8 11.7 14.6 -2.90 4.98 2.18 0.771 0.710 0.665 0.995 0.777
CESM2_CMIP6 [-] 18.2 18.2 14.8 3.40 6.32 1.12 0.735 0.617 0.897 0.979 0.786
CMCC-ESM2_BARPA [-] 15.3 15.3 14.6 0.666 4.18 2.53 0.900 0.713 0.619 0.886 0.772
CMCC-ESM2_CCAM [-] 21.0 20.9 14.6 6.31 7.56 1.70 0.578 0.700 0.797 0.943 0.748
CMCC-ESM2_CMIP6 [-] 16.6 16.6 14.8 1.83 3.93 1.47 0.802 0.764 0.822 0.837 0.801
CNRM-ESM2-1_CCAM [-] 15.2 15.2 14.6 0.551 3.88 1.28 0.898 0.730 0.848 0.997 0.853
CNRM-ESM2-1_CMIP6 [-] 13.4 13.4 14.5 -1.10 3.70 1.56 0.875 0.722 0.784 0.987 0.829
EC-Earth3_BARPA [-] 12.9 12.8 14.6 -1.77 3.90 1.19 0.833 0.755 0.865 0.992 0.850
EC-Earth3_CCAM [-] 15.6 15.5 14.6 0.914 4.99 1.25 0.885 0.660 0.855 0.992 0.827
EC-Earth3_CMIP6 [-] 10.9 10.9 14.8 -3.84 5.28 1.17 0.696 0.730 0.864 0.801 0.768
ERA5_BARPA [-] 17.7 17.6 14.6 2.98 4.14 0.975 0.769 0.788 0.878 0.857 0.819
ERA5_CCAM [-] 19.3 19.3 14.6 4.63 5.47 0.934 0.668 0.784 0.881 0.964 0.820
MPI-ESM1-2-HR_BARPA [-] 14.0 14.0 14.6 -0.633 3.83 2.11 0.887 0.733 0.649 0.964 0.800
MPI-ESM1-2-HR_CMIP6 [-] 9.91 9.91 14.5 -4.58 5.83 4.64 0.648 0.722 0.235 0.930 0.644
NorESM2-MM_BARPA [-] 17.2 17.1 14.6 2.49 4.55 2.60 0.802 0.730 0.598 0.856 0.745
NorESM2-MM_CCAM [-] 20.4 20.3 14.6 5.73 7.01 1.65 0.614 0.710 0.757 0.984 0.760
NorESM2-MM_CMIP6 [-] 19.1 19.1 14.8 4.35 5.64 2.40 0.672 0.745 0.663 0.925 0.750
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.3
ACCESS-CM2_BARPA [-] 15.0 15.1 10.3 4.75 6.91 1.11 0.738 0.732 0.874 0.943 0.817
ACCESS-CM2_CCAM [-] 16.0 16.0 10.3 5.72 7.63 1.33 0.696 0.731 0.841 0.822 0.780
ACCESS-CM2_CMIP6 [-] 14.3 14.3 10.3 3.93 6.59 1.04 0.755 0.696 0.894 0.981 0.815
ACCESS-ESM1-5_BARPA [-] 13.3 13.3 10.3 3.01 5.56 0.808 0.823 0.748 0.926 0.841 0.846
ACCESS-ESM1-5_CCAM [-] 15.3 15.3 10.3 4.96 7.90 1.22 0.725 0.696 0.856 0.507 0.730
ACCESS-ESM1-5_CMIP6 [-] 13.6 13.6 10.3 3.30 6.53 1.07 0.791 0.679 0.894 0.924 0.813
CESM2_BARPA [-] 11.5 11.5 10.3 1.15 4.69 1.02 0.907 0.753 0.899 0.982 0.878
CESM2_CCAM [-] 8.71 8.71 10.3 -1.59 6.19 2.28 0.874 0.686 0.658 0.951 0.764
CESM2_CMIP6 [-] 12.7 12.7 10.3 2.34 5.68 0.944 0.836 0.721 0.913 0.921 0.825
CMCC-ESM2_BARPA [-] 10.7 10.7 10.3 0.373 5.76 1.97 0.927 0.695 0.732 0.982 0.816
CMCC-ESM2_CCAM [-] 17.1 17.1 10.3 6.76 9.10 1.52 0.645 0.682 0.819 0.930 0.751
CMCC-ESM2_CMIP6 [-] 12.7 12.7 10.3 2.42 4.72 1.27 0.845 0.770 0.862 0.916 0.835
CNRM-ESM2-1_CCAM [-] 14.6 14.6 10.3 4.30 6.52 0.959 0.767 0.737 0.902 0.775 0.786
CNRM-ESM2-1_CMIP6 [-] 9.33 9.33 10.3 -0.986 4.33 1.27 0.905 0.752 0.852 0.963 0.855
EC-Earth3_BARPA [-] 8.99 9.01 10.3 -1.30 4.26 0.795 0.881 0.790 0.929 0.975 0.881
EC-Earth3_CCAM [-] 11.7 11.7 10.3 1.38 5.36 1.03 0.900 0.726 0.893 0.848 0.839
EC-Earth3_CMIP6 [-] 8.19 8.19 10.3 -2.11 4.49 0.882 0.857 0.775 0.915 0.934 0.854
ERA5_BARPA [-] 13.5 13.5 10.4 3.17 5.29 1.18 0.814 0.767 0.866 0.974 0.849
ERA5_CCAM [-] 14.2 14.2 10.4 3.85 5.69 0.925 0.779 0.772 0.895 0.727 0.810
MPI-ESM1-2-HR_BARPA [-] 9.83 9.84 10.3 -0.471 4.50 0.731 0.916 0.768 0.937 0.991 0.881
MPI-ESM1-2-HR_CMIP6 [-] 5.17 5.17 10.3 -5.16 6.60 1.33 0.693 0.757 0.829 0.752 0.761
NorESM2-MM_BARPA [-] 16.1 16.1 10.3 5.84 8.76 1.87 0.693 0.665 0.729 0.775 0.718
NorESM2-MM_CCAM [-] 18.7 18.7 10.3 8.36 9.93 1.20 0.579 0.716 0.863 0.911 0.754
NorESM2-MM_CMIP6 [-] 17.1 17.1 10.3 6.80 8.44 1.39 0.627 0.720 0.818 0.877 0.763
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.7
ACCESS-CM2_BARPA [-] 23.4 23.4 18.7 4.66 7.09 2.39 0.664 0.647 0.662 0.672 0.646
ACCESS-CM2_CCAM [-] 23.2 23.2 18.7 4.44 6.75 2.53 0.675 0.651 0.626 0.926 0.700
ACCESS-CM2_CMIP6 [-] 18.2 18.2 18.7 -0.483 4.97 2.76 0.838 0.619 0.557 0.985 0.679
ACCESS-ESM1-5_BARPA [-] 21.7 21.7 18.7 3.01 6.05 2.00 0.749 0.660 0.714 0.662 0.694
ACCESS-ESM1-5_CCAM [-] 22.4 22.4 18.7 3.64 6.73 1.98 0.721 0.621 0.727 0.873 0.728
ACCESS-ESM1-5_CMIP6 [-] 16.9 16.9 19.1 -2.17 6.28 1.75 0.784 0.612 0.785 0.859 0.740
CESM2_BARPA [-] 21.3 21.2 18.7 2.45 5.27 1.77 0.770 0.693 0.739 0.766 0.733
CESM2_CCAM [-] 17.7 17.7 18.7 -1.03 5.43 2.67 0.795 0.657 0.584 0.903 0.733
CESM2_CMIP6 [-] 18.3 18.3 18.6 -0.365 4.78 1.69 0.838 0.667 0.782 0.997 0.773
CMCC-ESM2_BARPA [-] 21.5 21.5 18.7 2.73 5.64 1.63 0.754 0.690 0.783 0.764 0.736
CMCC-ESM2_CCAM [-] 25.3 25.3 18.7 6.52 7.89 1.84 0.572 0.690 0.734 0.950 0.716
CMCC-ESM2_CMIP6 [-] 17.9 17.9 18.6 -0.750 3.59 1.71 0.832 0.766 0.774 0.984 0.747
CNRM-ESM2-1_CCAM [-] 20.8 20.8 18.7 2.05 4.97 1.49 0.804 0.701 0.808 0.952 0.808
CNRM-ESM2-1_CMIP6 [-] 18.4 18.4 19.2 -0.729 3.69 2.35 0.815 0.720 0.656 0.960 0.702
EC-Earth3_BARPA [-] 21.7 21.6 18.7 2.84 5.72 1.43 0.729 0.702 0.816 0.654 0.721
EC-Earth3_CCAM [-] 23.4 23.3 18.7 4.55 6.77 1.72 0.668 0.674 0.759 0.851 0.740
EC-Earth3_CMIP6 [-] 15.7 15.7 18.6 -2.84 4.83 2.44 0.755 0.710 0.611 0.984 0.737
ERA5_BARPA [-] 23.8 23.7 18.8 4.95 6.24 1.12 0.656 0.753 0.835 0.764 0.739
ERA5_CCAM [-] 23.8 23.7 18.8 4.92 5.92 1.23 0.662 0.774 0.830 0.937 0.794
MPI-ESM1-2-HR_BARPA [-] 21.1 21.1 18.7 2.34 5.49 2.57 0.769 0.683 0.605 0.724 0.698
MPI-ESM1-2-HR_CMIP6 [-] 14.6 14.6 19.1 -4.50 5.38 2.64 0.643 0.757 0.598 0.990 0.669
NorESM2-MM_BARPA [-] 23.4 23.3 18.7 4.56 6.70 1.92 0.677 0.679 0.728 0.692 0.679
NorESM2-MM_CCAM [-] 21.3 21.4 18.7 2.68 5.46 2.07 0.764 0.689 0.710 0.959 0.749
NorESM2-MM_CMIP6 [-] 19.5 19.5 18.6 0.831 4.09 2.43 0.829 0.715 0.647 0.882 0.733
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.9
ACCESS-CM2_BARPA [-] 13.5 13.7 10.9 2.79 5.18 2.13 0.764 0.657 0.694 0.956 0.739
ACCESS-CM2_CCAM [-] 13.7 13.7 10.9 2.81 4.71 1.60 0.758 0.695 0.780 0.935 0.760
ACCESS-CM2_CMIP6 [-] 11.8 11.8 10.8 1.01 4.69 2.02 0.873 0.610 0.709 0.997 0.728
ACCESS-ESM1-5_BARPA [-] 11.2 11.4 10.9 0.487 3.21 1.62 0.917 0.744 0.800 0.986 0.838
ACCESS-ESM1-5_CCAM [-] 11.2 11.2 10.9 0.328 3.52 1.61 0.903 0.722 0.786 0.952 0.811
ACCESS-ESM1-5_CMIP6 [-] 10.6 10.6 11.2 -0.667 5.24 2.75 0.848 0.599 0.571 0.985 0.693
CESM2_BARPA [-] 10.8 10.9 10.9 0.0420 2.86 1.62 0.933 0.765 0.779 0.934 0.846
CESM2_CCAM [-] 10.8 10.9 10.9 -0.0257 5.19 2.60 0.850 0.622 0.594 0.618 0.680
CESM2_CMIP6 [-] 10.2 10.2 11.0 -0.803 3.60 1.68 0.816 0.728 0.780 0.856 0.781
CMCC-ESM2_BARPA [-] 11.0 11.2 10.9 0.299 3.51 2.41 0.932 0.718 0.637 0.963 0.805
CMCC-ESM2_CCAM [-] 16.2 16.2 10.9 5.30 6.40 1.95 0.596 0.714 0.726 0.958 0.738
CMCC-ESM2_CMIP6 [-] 11.2 11.2 11.0 0.209 2.66 1.37 0.885 0.785 0.827 0.848 0.804
CNRM-ESM2-1_CCAM [-] 14.4 14.4 10.9 3.50 5.04 1.92 0.719 0.712 0.726 0.939 0.787
CNRM-ESM2-1_CMIP6 [-] 11.6 11.6 10.9 0.714 3.89 1.96 0.855 0.695 0.736 0.740 0.745
EC-Earth3_BARPA [-] 11.2 11.4 10.9 0.554 3.81 1.59 0.839 0.732 0.786 0.567 0.753
EC-Earth3_CCAM [-] 13.6 13.6 10.9 2.73 5.02 1.69 0.767 0.677 0.776 0.605 0.732
EC-Earth3_CMIP6 [-] 9.89 9.89 10.9 -1.00 4.02 1.97 0.880 0.686 0.718 0.936 0.790
ERA5_BARPA [-] 13.4 13.6 10.9 2.71 3.59 1.17 0.767 0.803 0.840 0.916 0.831
ERA5_CCAM [-] 13.4 13.4 10.9 2.51 3.75 1.29 0.779 0.765 0.832 0.909 0.797
MPI-ESM1-2-HR_BARPA [-] 10.8 11.0 10.9 0.0947 3.04 1.85 0.930 0.750 0.740 0.930 0.821
MPI-ESM1-2-HR_CMIP6 [-] 6.60 6.60 10.8 -4.23 4.94 2.20 0.641 0.773 0.682 0.877 0.719
NorESM2-MM_BARPA [-] 14.0 14.2 10.9 3.31 5.27 1.59 0.737 0.681 0.804 0.886 0.773
NorESM2-MM_CCAM [-] 14.4 14.4 10.9 3.48 5.45 1.52 0.722 0.688 0.802 0.966 0.746
NorESM2-MM_CMIP6 [-] 12.5 12.5 11.0 1.50 4.44 1.68 0.832 0.682 0.789 0.977 0.716
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.6
ACCESS-CM2_BARPA [-] 28.3 28.2 20.6 7.58 19.0 1.15 0.777 0.575 0.892 0.164 0.599
ACCESS-CM2_CCAM [-] 25.8 25.7 20.6 5.11 14.6 0.917 0.821 0.623 0.916 0.994 0.814
ACCESS-CM2_CMIP6 [-] 17.6 17.6 21.2 -3.51 12.6 0.197 0.866 0.638 0.987 0.574 0.752
ACCESS-ESM1-5_BARPA [-] 29.2 29.0 20.6 8.36 17.4 0.687 0.771 0.615 0.953 0.152 0.622
ACCESS-ESM1-5_CCAM [-] 34.4 34.2 20.6 13.6 22.1 0.694 0.614 0.536 0.947 0.906 0.727
ACCESS-ESM1-5_CMIP6 [-] 20.4 20.4 19.9 0.506 11.2 0.739 0.965 0.629 0.952 0.601 0.769
CESM2_BARPA [-] 24.3 24.3 20.6 3.68 12.1 0.717 0.847 0.682 0.949 0.389 0.713
CESM2_CCAM [-] 31.0 30.8 20.6 10.2 17.7 0.760 0.696 0.599 0.931 0.866 0.754
CESM2_CMIP6 [-] 19.3 19.3 19.9 -0.636 8.48 1.42 0.946 0.713 0.844 0.476 0.741
CMCC-ESM2_BARPA [-] 22.2 22.1 20.6 1.50 8.62 0.542 0.872 0.769 0.953 0.388 0.748
CMCC-ESM2_CCAM [-] 29.8 29.6 20.6 9.00 14.9 0.638 0.727 0.655 0.951 0.935 0.799
CMCC-ESM2_CMIP6 [-] 14.4 14.4 19.9 -5.57 7.57 0.874 0.793 0.813 0.944 0.827 0.841
CNRM-ESM2-1_CCAM [-] 23.9 23.6 20.6 3.00 9.92 0.702 0.870 0.725 0.953 0.800 0.825
CNRM-ESM2-1_CMIP6 [-] 13.0 13.0 20.3 -7.34 11.8 0.657 0.749 0.695 0.957 0.955 0.823
EC-Earth3_BARPA [-] 31.5 31.4 20.6 10.8 21.8 0.708 0.692 0.530 0.936 0.239 0.591
EC-Earth3_CCAM [-] 31.7 31.6 20.6 11.0 19.2 0.695 0.676 0.568 0.943 0.758 0.718
EC-Earth3_CMIP6 [-] 15.1 15.1 20.4 -5.30 8.66 0.805 0.817 0.771 0.931 0.996 0.867
ERA5_BARPA [-] 30.9 30.7 20.7 9.99 15.9 0.964 0.713 0.653 0.908 0.257 0.635
ERA5_CCAM [-] 32.3 32.1 20.7 11.3 17.2 0.831 0.668 0.634 0.924 0.778 0.738
MPI-ESM1-2-HR_BARPA [-] 26.5 26.7 20.6 6.09 18.4 0.602 0.812 0.577 0.956 0.197 0.629
MPI-ESM1-2-HR_CMIP6 [-] 8.27 8.27 20.8 -12.5 16.4 0.328 0.619 0.670 0.980 0.682 0.730
NorESM2-MM_BARPA [-] 34.2 34.2 20.6 13.6 20.2 0.618 0.625 0.597 0.955 0.260 0.608
NorESM2-MM_CCAM [-] 34.8 34.6 20.6 14.0 18.6 0.561 0.606 0.646 0.950 0.897 0.761
NorESM2-MM_CMIP6 [-] 23.7 23.7 19.9 3.77 6.06 0.676 0.858 0.826 0.943 0.429 0.771
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.7
ACCESS-CM2_BARPA [-] 31.1 31.1 23.7 23.3 7.35 12.9 1.74 0.676 0.649 0.721 0.843 0.708
ACCESS-CM2_CCAM [-] 29.0 29.0 23.9 19.9 5.17 12.6 1.90 0.695 0.618 0.685 0.838 0.691
ACCESS-CM2_CMIP6 [-] 27.4 27.2 23.9 35.2 3.34 10.1 1.73 0.723 0.625 0.728 0.913 0.723
ACCESS-ESM1-5_BARPA [-] 26.9 26.9 23.7 23.3 3.17 10.5 1.79 0.729 0.674 0.698 0.867 0.728
ACCESS-ESM1-5_CCAM [-] 28.2 28.2 23.9 19.9 4.30 11.6 1.85 0.734 0.632 0.701 0.875 0.715
ACCESS-ESM1-5_CMIP6 [-] 23.6 23.3 23.6 29.9 -0.275 9.86 1.87 0.742 0.623 0.689 0.910 0.718
CESM2_BARPA [-] 33.9 33.8 23.7 23.3 10.1 16.0 1.80 0.585 0.623 0.698 0.580 0.622
CESM2_CCAM [-] 27.5 27.5 23.9 19.9 3.62 12.1 1.83 0.707 0.658 0.712 0.735 0.694
CESM2_CMIP6 [-] 23.3 23.0 23.8 32.9 -0.790 7.79 1.59 0.767 0.711 0.754 0.933 0.775
CMCC-ESM2_BARPA [-] 33.2 33.0 23.7 23.3 9.34 15.1 1.87 0.609 0.635 0.692 0.613 0.637
CMCC-ESM2_CCAM [-] 28.7 28.7 23.9 19.9 4.83 11.1 1.87 0.710 0.663 0.691 0.839 0.713
CMCC-ESM2_CMIP6 [-] 20.7 20.5 23.8 27.9 -3.27 7.52 1.69 0.757 0.731 0.730 0.908 0.771
CNRM-ESM2-1_CCAM [-] 23.5 23.5 23.9 19.9 -0.361 10.1 1.92 0.768 0.662 0.670 0.888 0.730
CNRM-ESM2-1_CMIP6 [-] 24.1 23.9 23.7 32.1 0.203 7.96 1.77 0.772 0.683 0.709 0.929 0.755
EC-Earth3_BARPA [-] 32.6 32.5 23.7 23.3 8.83 14.7 1.63 0.605 0.621 0.735 0.738 0.664
EC-Earth3_CCAM [-] 26.2 26.2 23.9 19.9 2.31 10.2 1.73 0.787 0.655 0.713 0.919 0.746
EC-Earth3_CMIP6 [-] 19.1 19.0 23.8 26.8 -4.80 7.51 1.48 0.740 0.765 0.771 0.826 0.773
ERA5_BARPA [-] 29.8 29.7 23.7 23.3 6.00 9.10 1.46 0.708 0.747 0.764 0.899 0.773
ERA5_CCAM [-] 25.4 25.3 23.9 19.9 1.47 7.31 1.44 0.827 0.742 0.772 0.926 0.802
MPI-ESM1-2-HR_BARPA [-] 29.0 28.9 23.7 23.3 5.22 12.0 1.75 0.697 0.647 0.702 0.796 0.698
MPI-ESM1-2-HR_CMIP6 [-] 19.3 19.0 23.7 29.3 -4.69 8.32 1.65 0.735 0.738 0.729 0.897 0.767
NorESM2-MM_BARPA [-] 38.1 38.0 23.7 23.3 14.3 18.2 1.86 0.508 0.634 0.700 0.613 0.618
NorESM2-MM_CCAM [-] 27.1 27.1 23.9 19.9 3.21 9.79 1.75 0.762 0.688 0.720 0.871 0.746
NorESM2-MM_CMIP6 [-] 25.3 25.1 23.8 31.3 1.30 6.93 1.59 0.796 0.742 0.755 0.946 0.796
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 43.3 43.4 29.1 31.2 14.3 21.7 2.19 0.537 0.577 0.627 0.955 0.654
ACCESS-CM2_CCAM [-] 38.1 38.1 29.1 31.2 9.05 19.0 2.37 0.627 0.539 0.607 0.825 0.627
ACCESS-CM2_CMIP6 [-] 35.7 35.7 29.1 6.58 15.2 2.26 0.619 0.562 0.635 0.975 0.670
ACCESS-ESM1-5_BARPA [-] 33.2 33.3 29.1 31.2 4.20 14.8 2.36 0.720 0.603 0.597 0.968 0.698
ACCESS-ESM1-5_CCAM [-] 36.6 36.6 29.1 31.2 7.55 17.3 2.40 0.683 0.561 0.603 0.856 0.653
ACCESS-ESM1-5_CMIP6 [-] 31.3 31.2 29.1 33.7 2.12 14.7 2.43 0.693 0.529 0.588 0.899 0.648
CESM2_BARPA [-] 49.1 49.1 29.1 31.2 20.0 28.2 2.15 0.441 0.517 0.626 0.547 0.530
CESM2_CCAM [-] 35.0 34.9 29.1 31.2 5.84 19.6 2.00 0.609 0.596 0.677 0.640 0.624
CESM2_CMIP6 [-] 31.3 31.1 29.0 36.7 2.12 10.8 1.96 0.710 0.659 0.677 0.948 0.730
CMCC-ESM2_BARPA [-] 47.2 47.1 29.1 31.2 18.0 25.4 1.97 0.468 0.563 0.671 0.562 0.565
CMCC-ESM2_CCAM [-] 35.4 35.4 29.1 31.2 6.34 14.5 1.88 0.703 0.630 0.698 0.841 0.700
CMCC-ESM2_CMIP6 [-] 26.2 26.2 29.0 28.3 -2.86 8.90 1.69 0.751 0.699 0.729 0.977 0.771
CNRM-ESM2-1_CCAM [-] 29.2 29.3 29.1 31.2 0.197 14.8 2.29 0.745 0.572 0.605 0.874 0.674
CNRM-ESM2-1_CMIP6 [-] 31.4 31.3 28.8 33.1 2.46 11.9 2.18 0.698 0.607 0.632 0.974 0.703
EC-Earth3_BARPA [-] 41.7 41.7 29.1 31.2 12.6 21.7 2.02 0.549 0.544 0.653 0.777 0.613
EC-Earth3_CCAM [-] 33.2 33.2 29.1 31.2 4.18 15.3 2.13 0.744 0.578 0.644 0.862 0.681
EC-Earth3_CMIP6 [-] 23.8 23.7 29.1 28.1 -5.39 9.23 1.80 0.729 0.736 0.711 0.808 0.744
ERA5_BARPA [-] 37.6 37.6 29.1 31.2 8.55 13.5 1.79 0.638 0.702 0.702 0.966 0.742
ERA5_CCAM [-] 30.8 30.9 29.1 31.2 1.78 10.4 1.61 0.787 0.708 0.749 0.819 0.754
MPI-ESM1-2-HR_BARPA [-] 38.6 38.7 29.1 31.2 9.60 19.8 2.31 0.600 0.536 0.604 0.884 0.632
MPI-ESM1-2-HR_CMIP6 [-] 24.5 24.2 29.0 30.2 -4.75 11.0 2.07 0.717 0.683 0.646 0.947 0.735
NorESM2-MM_BARPA [-] 54.9 54.9 29.1 31.2 25.8 31.1 2.20 0.351 0.561 0.621 0.693 0.558
NorESM2-MM_CCAM [-] 34.6 34.6 29.1 31.2 5.58 14.9 2.14 0.684 0.623 0.647 0.808 0.677
NorESM2-MM_CMIP6 [-] 32.6 32.6 29.0 33.2 3.57 9.40 1.85 0.736 0.709 0.693 0.819 0.733
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.8
ACCESS-CM2_BARPA [-] 23.4 23.3 18.8 4.58 6.64 0.925 0.748 0.745 0.914 0.783 0.787
ACCESS-CM2_CCAM [-] 25.7 25.7 18.8 6.91 9.08 0.734 0.644 0.692 0.937 0.859 0.765
ACCESS-CM2_CMIP6 [-] 23.4 23.4 18.6 4.79 6.69 0.672 0.714 0.722 0.947 0.834 0.788
ACCESS-ESM1-5_BARPA [-] 23.5 23.5 18.8 4.74 7.00 0.819 0.743 0.730 0.929 0.880 0.802
ACCESS-ESM1-5_CCAM [-] 29.4 29.4 18.8 10.6 13.2 0.888 0.511 0.612 0.922 0.748 0.681
ACCESS-ESM1-5_CMIP6 [-] 22.6 22.6 18.8 3.81 6.96 0.459 0.773 0.670 0.972 0.928 0.803
CESM2_BARPA [-] 21.5 21.4 18.8 2.68 5.36 1.09 0.840 0.754 0.887 0.998 0.846
CESM2_CCAM [-] 17.2 17.3 18.8 -1.51 5.32 0.813 0.875 0.740 0.919 0.838 0.822
CESM2_CMIP6 [-] 23.1 23.1 18.8 4.36 7.63 1.12 0.740 0.654 0.875 0.985 0.782
CMCC-ESM2_BARPA [-] 20.3 20.2 18.8 1.48 5.15 0.783 0.891 0.741 0.916 0.890 0.836
CMCC-ESM2_CCAM [-] 26.3 26.3 18.8 7.53 10.5 0.730 0.621 0.632 0.933 0.933 0.750
CMCC-ESM2_CMIP6 [-] 18.8 18.8 18.8 0.0573 3.63 0.308 0.929 0.791 0.970 0.996 0.896
CNRM-ESM2-1_CCAM [-] 22.0 22.0 18.8 3.24 6.38 0.748 0.817 0.711 0.938 0.884 0.812
CNRM-ESM2-1_CMIP6 [-] 18.0 18.0 18.8 -0.777 5.17 0.531 0.856 0.740 0.961 0.608 0.781
EC-Earth3_BARPA [-] 15.9 16.0 18.8 -2.79 4.84 0.822 0.832 0.796 0.932 0.958 0.863
EC-Earth3_CCAM [-] 20.1 20.1 18.8 1.35 7.46 0.962 0.893 0.635 0.914 0.792 0.773
EC-Earth3_CMIP6 [-] 12.9 12.9 18.8 -5.87 6.82 0.752 0.674 0.800 0.939 0.993 0.841
ERA5_BARPA [-] 22.4 22.3 18.8 3.55 5.98 1.31 0.798 0.747 0.854 0.943 0.818
ERA5_CCAM [-] 26.2 26.2 18.8 7.38 8.94 1.10 0.626 0.726 0.877 0.928 0.777
MPI-ESM1-2-HR_BARPA [-] 15.7 15.7 18.8 -3.11 5.06 0.895 0.821 0.786 0.916 0.998 0.861
MPI-ESM1-2-HR_CMIP6 [-] 10.8 10.8 18.9 -8.10 8.81 1.57 0.580 0.801 0.785 0.990 0.791
NorESM2-MM_BARPA [-] 25.0 25.0 18.8 6.20 8.59 1.31 0.679 0.696 0.834 0.755 0.732
NorESM2-MM_CCAM [-] 26.6 26.6 18.8 7.80 9.46 0.748 0.611 0.716 0.935 0.994 0.794
NorESM2-MM_CMIP6 [-] 25.8 25.8 18.8 7.04 8.35 1.77 0.620 0.738 0.750 0.848 0.739
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 21.1
ACCESS-CM2_BARPA [-] 27.2 27.1 21.1 6.04 9.31 0.678 0.766 0.745 0.948 0.653 0.771
ACCESS-CM2_CCAM [-] 25.5 25.5 21.1 4.39 7.89 0.897 0.813 0.763 0.914 0.854 0.821
ACCESS-CM2_CMIP6 [-] 20.9 20.9 22.2 -1.28 6.61 0.496 0.881 0.749 0.959 0.996 0.867
ACCESS-ESM1-5_BARPA [-] 28.9 28.8 21.1 7.72 12.6 0.902 0.716 0.659 0.918 0.471 0.685
ACCESS-ESM1-5_CCAM [-] 33.1 33.0 21.1 12.0 14.5 0.775 0.591 0.702 0.938 0.810 0.748
ACCESS-ESM1-5_CMIP6 [-] 20.8 20.8 20.9 -0.0639 6.04 0.326 0.928 0.749 0.977 0.973 0.875
CESM2_BARPA [-] 25.2 25.1 21.1 4.03 9.64 0.889 0.830 0.693 0.924 0.607 0.749
CESM2_CCAM [-] 23.6 23.5 21.1 2.46 7.36 0.657 0.885 0.749 0.938 0.675 0.799
CESM2_CMIP6 [-] 21.7 21.7 20.9 0.785 5.74 0.986 0.923 0.770 0.917 0.800 0.836
CMCC-ESM2_BARPA [-] 23.1 23.0 21.1 1.93 8.92 1.02 0.849 0.706 0.907 0.461 0.726
CMCC-ESM2_CCAM [-] 24.6 24.6 21.1 3.51 8.11 1.08 0.848 0.737 0.887 0.791 0.800
CMCC-ESM2_CMIP6 [-] 16.7 16.7 20.9 -4.24 5.22 0.405 0.818 0.869 0.974 0.975 0.901
CNRM-ESM2-1_CCAM [-] 25.1 25.0 21.1 3.90 7.66 0.865 0.840 0.753 0.912 0.932 0.838
CNRM-ESM2-1_CMIP6 [-] 21.0 21.0 21.1 -0.0802 5.79 1.52 0.928 0.765 0.836 0.760 0.811
EC-Earth3_BARPA [-] 23.3 23.1 21.1 2.03 10.6 0.692 0.856 0.661 0.943 0.398 0.704
EC-Earth3_CCAM [-] 23.0 22.9 21.1 1.87 7.20 1.08 0.906 0.744 0.889 0.884 0.833
EC-Earth3_CMIP6 [-] 14.7 14.7 20.9 -6.18 7.31 0.830 0.749 0.838 0.930 0.923 0.856
ERA5_BARPA [-] 27.3 27.2 21.1 6.04 9.52 1.03 0.770 0.730 0.892 0.625 0.750
ERA5_CCAM [-] 29.3 29.3 21.1 8.12 10.3 1.03 0.698 0.757 0.894 0.878 0.797
MPI-ESM1-2-HR_BARPA [-] 17.1 17.0 21.1 -4.07 8.11 0.598 0.831 0.760 0.952 0.770 0.815
MPI-ESM1-2-HR_CMIP6 [-] 8.03 8.03 21.3 -13.3 14.3 0.731 0.534 0.777 0.936 0.968 0.799
NorESM2-MM_BARPA [-] 30.2 30.1 21.1 9.00 13.1 0.796 0.676 0.666 0.933 0.533 0.695
NorESM2-MM_CCAM [-] 27.4 27.3 21.1 6.26 9.10 0.773 0.762 0.754 0.929 0.957 0.832
NorESM2-MM_CMIP6 [-] 25.2 25.2 20.9 4.30 6.61 0.644 0.812 0.787 0.959 0.958 0.860
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.0
ACCESS-CM2_BARPA [-] 29.0 29.4 23.0 6.39 10.2 0.767 0.722 0.670 0.939 0.706 0.741
ACCESS-CM2_CCAM [-] 29.9 30.1 23.0 7.10 9.66 0.926 0.692 0.716 0.916 0.941 0.796
ACCESS-CM2_CMIP6 [-] 23.5 23.5 24.1 -0.592 5.46 1.25 0.928 0.726 0.895 0.755 0.806
ACCESS-ESM1-5_BARPA [-] 29.3 29.8 23.0 6.75 10.7 0.803 0.714 0.665 0.932 0.579 0.711
ACCESS-ESM1-5_CCAM [-] 35.8 36.0 23.0 13.0 15.9 1.39 0.507 0.626 0.845 0.749 0.671
ACCESS-ESM1-5_CMIP6 [-] 23.7 23.7 22.3 1.40 6.06 0.749 0.906 0.657 0.923 0.924 0.814
CESM2_BARPA [-] 28.0 28.4 23.0 5.38 10.6 0.993 0.764 0.640 0.903 0.626 0.714
CESM2_CCAM [-] 26.5 26.7 23.0 3.68 8.27 0.891 0.791 0.708 0.924 0.672 0.761
CESM2_CMIP6 [-] 27.4 27.4 22.7 4.71 8.11 1.43 0.747 0.666 0.832 0.960 0.774
CMCC-ESM2_BARPA [-] 26.7 27.1 23.0 4.11 9.75 1.28 0.810 0.644 0.866 0.647 0.722
CMCC-ESM2_CCAM [-] 33.2 33.3 23.0 10.3 13.3 1.09 0.586 0.646 0.892 0.938 0.742
CMCC-ESM2_CMIP6 [-] 23.0 23.0 22.7 0.255 4.69 0.886 0.941 0.754 0.920 0.880 0.850
CNRM-ESM2-1_CCAM [-] 29.5 29.6 23.0 6.60 9.87 1.16 0.711 0.687 0.892 0.838 0.763
CNRM-ESM2-1_CMIP6 [-] 25.6 25.6 23.0 2.59 5.23 0.581 0.853 0.758 0.965 0.911 0.849
EC-Earth3_BARPA [-] 27.4 27.8 23.0 4.75 11.2 0.487 0.740 0.637 0.964 0.394 0.674
EC-Earth3_CCAM [-] 30.2 30.2 23.0 7.15 10.6 1.49 0.686 0.671 0.823 0.857 0.741
EC-Earth3_CMIP6 [-] 17.8 17.8 23.2 -5.37 6.44 0.847 0.738 0.824 0.946 0.986 0.864
ERA5_BARPA [-] 27.9 28.3 23.0 5.30 8.21 1.16 0.766 0.731 0.884 0.697 0.762
ERA5_CCAM [-] 32.7 32.7 23.0 9.71 11.0 0.805 0.601 0.763 0.913 0.864 0.781
MPI-ESM1-2-HR_BARPA [-] 22.6 22.9 23.0 -0.131 6.42 0.442 0.888 0.744 0.959 0.806 0.828
MPI-ESM1-2-HR_CMIP6 [-] 14.5 14.5 23.1 -8.62 9.41 0.409 0.607 0.809 0.974 0.994 0.839
NorESM2-MM_BARPA [-] 30.0 30.5 23.0 7.45 10.6 0.973 0.685 0.684 0.899 0.616 0.713
NorESM2-MM_CCAM [-] 27.2 27.4 23.0 4.36 7.26 0.589 0.789 0.754 0.950 0.976 0.845
NorESM2-MM_CMIP6 [-] 26.2 26.2 22.7 3.51 5.97 1.35 0.807 0.753 0.866 0.984 0.833
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 15.8
ACCESS-CM2_BARPA [-] 19.3 19.4 15.8 3.66 9.90 0.935 0.847 0.681 0.917 0.787 0.783
ACCESS-CM2_CCAM [-] 19.6 19.6 15.8 3.81 7.84 0.615 0.834 0.753 0.948 0.993 0.856
ACCESS-CM2_CMIP6 [-] 17.2 17.2 16.3 0.861 8.46 0.777 0.913 0.682 0.929 0.792 0.799
ACCESS-ESM1-5_BARPA [-] 20.4 20.5 15.8 4.70 8.83 0.542 0.816 0.730 0.962 0.794 0.806
ACCESS-ESM1-5_CCAM [-] 27.0 27.0 15.8 11.3 15.5 0.685 0.609 0.631 0.939 0.904 0.743
ACCESS-ESM1-5_CMIP6 [-] 18.7 18.7 16.2 2.50 7.81 0.442 0.870 0.710 0.973 0.786 0.810
CESM2_BARPA [-] 16.2 16.4 15.8 0.565 6.09 0.684 0.924 0.776 0.945 0.907 0.866
CESM2_CCAM [-] 16.7 16.7 15.8 0.931 8.08 0.671 0.900 0.716 0.946 0.672 0.790
CESM2_CMIP6 [-] 16.8 16.8 15.8 0.987 6.52 1.06 0.929 0.746 0.899 0.731 0.810
CMCC-ESM2_BARPA [-] 13.8 13.9 15.8 -1.87 6.11 0.748 0.904 0.782 0.938 0.928 0.867
CMCC-ESM2_CCAM [-] 19.5 19.5 15.8 3.74 8.58 0.567 0.845 0.719 0.956 0.804 0.809
CMCC-ESM2_CMIP6 [-] 14.8 14.8 15.8 -1.03 4.38 0.430 0.940 0.824 0.974 0.960 0.905
CNRM-ESM2-1_CCAM [-] 19.7 19.8 15.8 3.96 7.49 0.555 0.837 0.763 0.960 0.972 0.859
CNRM-ESM2-1_CMIP6 [-] 12.8 12.8 16.2 -3.40 7.50 0.606 0.839 0.737 0.961 0.697 0.794
EC-Earth3_BARPA [-] 16.9 17.0 15.8 1.23 8.05 0.603 0.885 0.727 0.958 0.569 0.773
EC-Earth3_CCAM [-] 20.0 20.1 15.8 4.29 9.54 0.557 0.828 0.697 0.957 0.684 0.772
EC-Earth3_CMIP6 [-] 12.1 12.1 15.9 -3.79 5.57 0.336 0.837 0.831 0.979 0.907 0.877
ERA5_BARPA [-] 20.3 20.4 15.9 4.56 8.49 0.816 0.819 0.735 0.925 0.741 0.791
ERA5_CCAM [-] 23.3 23.3 15.9 7.47 11.2 0.624 0.720 0.697 0.954 0.756 0.765
MPI-ESM1-2-HR_BARPA [-] 14.5 14.7 15.8 -1.06 8.74 0.460 0.868 0.719 0.970 0.641 0.783
MPI-ESM1-2-HR_CMIP6 [-] 5.81 5.81 16.0 -10.2 12.7 0.631 0.617 0.708 0.960 0.967 0.792
NorESM2-MM_BARPA [-] 23.2 23.4 15.8 7.60 11.5 0.643 0.720 0.688 0.952 0.629 0.735
NorESM2-MM_CCAM [-] 25.3 25.3 15.8 9.51 12.6 0.497 0.659 0.699 0.967 0.701 0.745
NorESM2-MM_CMIP6 [-] 22.4 22.4 15.8 6.58 8.43 0.503 0.737 0.784 0.966 0.803 0.815
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.3
ACCESS-CM2_BARPA [-] 24.8 25.1 16.3 8.81 14.2 0.845 0.711 0.653 0.926 0.870 0.763
ACCESS-CM2_CCAM [-] 23.6 23.6 16.3 7.31 11.3 0.783 0.752 0.727 0.935 0.949 0.818
ACCESS-CM2_CMIP6 [-] 18.9 18.9 16.7 2.13 10.5 1.19 0.910 0.655 0.868 0.925 0.803
ACCESS-ESM1-5_BARPA [-] 22.9 23.2 16.3 6.88 11.7 0.654 0.764 0.692 0.952 0.931 0.806
ACCESS-ESM1-5_CCAM [-] 26.9 26.9 16.3 10.6 15.9 0.779 0.658 0.634 0.932 0.868 0.745
ACCESS-ESM1-5_CMIP6 [-] 19.9 19.9 16.3 3.59 9.57 0.723 0.850 0.685 0.952 0.988 0.832
CESM2_BARPA [-] 19.2 19.4 16.3 3.14 8.15 0.597 0.880 0.749 0.958 0.921 0.851
CESM2_CCAM [-] 20.5 20.7 16.3 4.41 12.7 0.944 0.823 0.637 0.911 0.497 0.701
CESM2_CMIP6 [-] 17.9 17.9 16.3 1.55 7.78 0.719 0.908 0.731 0.942 0.949 0.852
CMCC-ESM2_BARPA [-] 16.4 16.6 16.3 0.295 7.49 0.633 0.933 0.751 0.953 0.978 0.873
CMCC-ESM2_CCAM [-] 23.2 23.2 16.3 6.97 11.0 0.704 0.762 0.720 0.939 0.868 0.802
CMCC-ESM2_CMIP6 [-] 16.2 16.2 16.3 -0.0883 5.21 0.441 0.920 0.820 0.971 0.665 0.839
CNRM-ESM2-1_CCAM [-] 21.7 21.7 16.3 5.41 9.87 0.766 0.809 0.729 0.935 0.991 0.839
CNRM-ESM2-1_CMIP6 [-] 11.5 11.5 16.4 -4.91 8.13 0.628 0.810 0.762 0.957 0.992 0.856
EC-Earth3_BARPA [-] 22.1 22.5 16.3 6.19 12.7 0.592 0.784 0.650 0.958 0.597 0.728
EC-Earth3_CCAM [-] 25.4 25.5 16.3 9.19 14.8 0.562 0.694 0.633 0.959 0.627 0.709
EC-Earth3_CMIP6 [-] 14.7 14.7 16.4 -1.68 5.15 0.409 0.924 0.824 0.971 0.958 0.900
ERA5_BARPA [-] 23.3 23.6 16.4 7.21 11.4 0.669 0.754 0.711 0.948 0.900 0.805
ERA5_CCAM [-] 24.7 24.7 16.4 8.34 12.4 0.543 0.719 0.697 0.958 0.840 0.782
MPI-ESM1-2-HR_BARPA [-] 20.8 21.1 16.3 4.86 12.6 0.620 0.825 0.638 0.951 0.684 0.747
MPI-ESM1-2-HR_CMIP6 [-] 7.66 7.66 16.3 -8.67 11.8 0.594 0.692 0.716 0.957 0.802 0.777
NorESM2-MM_BARPA [-] 26.6 26.9 16.3 10.6 14.2 0.446 0.660 0.697 0.968 0.821 0.769
NorESM2-MM_CCAM [-] 24.4 24.4 16.3 8.16 10.9 0.555 0.725 0.757 0.951 0.953 0.829
NorESM2-MM_CMIP6 [-] 21.1 21.1 16.3 4.79 6.96 0.491 0.817 0.819 0.970 0.880 0.861
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.6
ACCESS-CM2_BARPA [-] 17.8 17.8 14.6 3.16 5.19 2.44 0.758 0.710 0.615 0.858 0.730
ACCESS-CM2_CCAM [-] 19.6 19.5 14.6 4.90 6.67 1.83 0.653 0.679 0.750 0.940 0.740
ACCESS-CM2_CMIP6 [-] 18.8 18.8 14.7 4.13 6.86 2.15 0.664 0.614 0.714 0.992 0.720
ACCESS-ESM1-5_BARPA [-] 16.5 16.5 14.6 1.84 4.26 1.41 0.846 0.727 0.841 0.863 0.801
ACCESS-ESM1-5_CCAM [-] 19.0 18.9 14.6 4.32 6.81 1.68 0.688 0.638 0.792 0.898 0.731
ACCESS-ESM1-5_CMIP6 [-] 17.1 17.1 14.9 2.13 6.82 1.01 0.721 0.569 0.922 0.917 0.740
CESM2_BARPA [-] 16.3 16.2 14.6 1.59 4.25 1.25 0.860 0.726 0.835 0.862 0.802
CESM2_CCAM [-] 11.8 11.7 14.6 -2.90 4.98 2.18 0.771 0.710 0.665 0.995 0.770
CESM2_CMIP6 [-] 18.2 18.2 14.8 3.40 6.32 1.12 0.735 0.617 0.897 0.979 0.769
CMCC-ESM2_BARPA [-] 15.3 15.3 14.6 0.666 4.18 2.53 0.900 0.713 0.619 0.886 0.766
CMCC-ESM2_CCAM [-] 21.0 20.9 14.6 6.31 7.56 1.70 0.578 0.700 0.797 0.943 0.743
CMCC-ESM2_CMIP6 [-] 16.6 16.6 14.8 1.83 3.93 1.47 0.802 0.764 0.822 0.837 0.798
CNRM-ESM2-1_CCAM [-] 15.2 15.2 14.6 0.551 3.88 1.28 0.898 0.730 0.848 0.997 0.840
CNRM-ESM2-1_CMIP6 [-] 13.4 13.4 14.5 -1.10 3.70 1.56 0.875 0.722 0.784 0.987 0.818
EC-Earth3_BARPA [-] 12.9 12.8 14.6 -1.77 3.90 1.19 0.833 0.755 0.865 0.992 0.840
EC-Earth3_CCAM [-] 15.6 15.5 14.6 0.914 4.99 1.25 0.885 0.660 0.855 0.992 0.810
EC-Earth3_CMIP6 [-] 10.9 10.9 14.8 -3.84 5.28 1.17 0.696 0.730 0.864 0.801 0.764
ERA5_BARPA [-] 17.7 17.6 14.6 2.98 4.14 0.975 0.769 0.788 0.878 0.857 0.816
ERA5_CCAM [-] 19.3 19.3 14.6 4.63 5.47 0.934 0.668 0.784 0.881 0.964 0.816
MPI-ESM1-2-HR_BARPA [-] 14.0 14.0 14.6 -0.633 3.83 2.11 0.887 0.733 0.649 0.964 0.793
MPI-ESM1-2-HR_CMIP6 [-] 9.91 9.91 14.5 -4.58 5.83 4.64 0.648 0.722 0.235 0.930 0.652
NorESM2-MM_BARPA [-] 17.2 17.1 14.6 2.49 4.55 2.60 0.802 0.730 0.598 0.856 0.743
NorESM2-MM_CCAM [-] 20.4 20.3 14.6 5.73 7.01 1.65 0.614 0.710 0.757 0.984 0.755
NorESM2-MM_CMIP6 [-] 19.1 19.1 14.8 4.35 5.64 2.40 0.672 0.745 0.663 0.925 0.750
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.8
ACCESS-CM2_BARPA [-] 16.1 16.1 10.8 5.33 7.52 0.785 0.734 0.741 0.925 0.977 0.824
ACCESS-CM2_CCAM [-] 17.7 17.7 10.8 6.85 8.60 0.851 0.670 0.744 0.919 0.973 0.810
ACCESS-CM2_CMIP6 [-] 15.1 15.1 10.8 4.26 6.88 0.747 0.758 0.716 0.936 0.997 0.825
ACCESS-ESM1-5_BARPA [-] 14.7 14.7 10.8 3.88 6.44 0.679 0.793 0.747 0.944 0.916 0.829
ACCESS-ESM1-5_CCAM [-] 17.9 17.9 10.8 7.14 9.68 0.811 0.650 0.690 0.928 0.773 0.746
ACCESS-ESM1-5_CMIP6 [-] 14.9 14.9 10.8 4.11 7.15 0.848 0.765 0.695 0.924 0.994 0.814
CESM2_BARPA [-] 12.3 12.4 10.8 1.55 5.33 1.05 0.899 0.746 0.902 0.996 0.858
CESM2_CCAM [-] 9.16 9.17 10.8 -1.64 6.36 1.54 0.889 0.703 0.800 0.961 0.811
CESM2_CMIP6 [-] 13.5 13.5 10.8 2.68 6.40 0.860 0.834 0.710 0.927 0.978 0.832
CMCC-ESM2_BARPA [-] 11.1 11.1 10.8 0.284 6.19 1.76 0.927 0.702 0.778 0.988 0.820
CMCC-ESM2_CCAM [-] 17.6 17.6 10.8 6.76 9.58 1.44 0.675 0.677 0.834 0.936 0.760
CMCC-ESM2_CMIP6 [-] 13.3 13.3 10.8 2.51 5.11 0.918 0.852 0.772 0.923 0.800 0.824
CNRM-ESM2-1_CCAM [-] 15.6 15.6 10.8 4.84 7.40 0.919 0.761 0.726 0.913 0.834 0.792
CNRM-ESM2-1_CMIP6 [-] 9.55 9.55 10.8 -1.24 4.63 0.797 0.898 0.760 0.928 0.960 0.861
EC-Earth3_BARPA [-] 9.51 9.52 10.8 -1.28 4.68 0.771 0.889 0.788 0.938 0.978 0.876
EC-Earth3_CCAM [-] 12.8 12.8 10.8 2.00 6.08 0.833 0.887 0.720 0.920 0.898 0.829
EC-Earth3_CMIP6 [-] 8.76 8.76 10.8 -2.02 4.59 0.638 0.873 0.787 0.946 0.888 0.856
ERA5_BARPA [-] 14.2 14.2 10.9 3.32 5.89 1.31 0.824 0.754 0.852 0.966 0.830
ERA5_CCAM [-] 15.7 15.7 10.9 4.85 6.93 1.03 0.746 0.753 0.887 0.820 0.792
MPI-ESM1-2-HR_BARPA [-] 10.1 10.1 10.8 -0.657 5.10 0.622 0.900 0.768 0.951 0.985 0.874
MPI-ESM1-2-HR_CMIP6 [-] 5.20 5.20 10.8 -5.62 7.16 0.925 0.695 0.764 0.901 0.782 0.781
NorESM2-MM_BARPA [-] 17.3 17.3 10.8 6.54 9.93 2.04 0.690 0.652 0.706 0.832 0.706
NorESM2-MM_CCAM [-] 19.8 19.8 10.8 9.02 10.6 0.882 0.586 0.731 0.914 0.991 0.790
NorESM2-MM_CMIP6 [-] 18.6 18.6 10.8 7.74 9.26 0.628 0.614 0.737 0.951 0.981 0.804
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.49
ACCESS-CM2_BARPA [-] 13.3 13.3 9.49 3.79 5.91 1.64 0.745 0.714 0.779 0.989 0.788
ACCESS-CM2_CCAM [-] 13.3 13.3 9.49 3.85 6.03 2.12 0.743 0.705 0.694 0.869 0.743
ACCESS-CM2_CMIP6 [-] 12.9 12.9 9.54 3.39 6.10 1.51 0.751 0.659 0.818 0.934 0.764
ACCESS-ESM1-5_BARPA [-] 11.1 11.1 9.49 1.58 4.11 1.02 0.881 0.749 0.894 0.990 0.852
ACCESS-ESM1-5_CCAM [-] 10.9 10.9 9.49 1.39 4.96 1.90 0.867 0.709 0.721 0.670 0.735
ACCESS-ESM1-5_CMIP6 [-] 11.6 11.6 9.49 2.07 5.58 1.41 0.837 0.653 0.841 0.895 0.776
CESM2_BARPA [-] 9.99 10.0 9.49 0.504 3.65 0.963 0.922 0.764 0.891 0.996 0.868
CESM2_CCAM [-] 7.96 7.97 9.49 -1.52 5.92 3.49 0.846 0.653 0.391 0.828 0.674
CESM2_CMIP6 [-] 11.3 11.3 9.53 1.80 4.52 1.08 0.840 0.740 0.887 0.699 0.781
CMCC-ESM2_BARPA [-] 10.0 10.0 9.49 0.518 5.04 2.30 0.928 0.681 0.645 0.924 0.772
CMCC-ESM2_CCAM [-] 16.2 16.2 9.49 6.76 8.33 1.66 0.587 0.690 0.789 0.821 0.715
CMCC-ESM2_CMIP6 [-] 11.8 11.8 9.53 2.29 4.10 1.82 0.831 0.765 0.753 0.993 0.822
CNRM-ESM2-1_CCAM [-] 12.9 12.9 9.49 3.40 5.08 1.03 0.779 0.758 0.880 0.649 0.765
CNRM-ESM2-1_CMIP6 [-] 8.93 8.93 9.48 -0.550 3.80 2.10 0.918 0.735 0.699 0.993 0.816
EC-Earth3_BARPA [-] 8.14 8.16 9.49 -1.34 3.59 0.834 0.866 0.794 0.911 0.928 0.858
EC-Earth3_CCAM [-] 9.85 9.85 9.49 0.361 4.17 1.35 0.924 0.736 0.844 0.887 0.825
EC-Earth3_CMIP6 [-] 7.26 7.26 9.51 -2.25 4.33 1.28 0.826 0.752 0.858 0.921 0.822
ERA5_BARPA [-] 12.4 12.4 9.50 2.92 4.30 0.963 0.795 0.791 0.892 0.979 0.850
ERA5_CCAM [-] 11.7 11.7 9.50 2.20 3.65 0.748 0.842 0.808 0.910 0.814 0.836
MPI-ESM1-2-HR_BARPA [-] 9.32 9.33 9.49 -0.166 3.50 0.911 0.947 0.768 0.911 0.843 0.847
MPI-ESM1-2-HR_CMIP6 [-] 5.13 5.13 9.53 -4.40 5.68 1.99 0.690 0.746 0.696 0.831 0.742
NorESM2-MM_BARPA [-] 14.2 14.2 9.49 4.70 6.83 1.58 0.700 0.691 0.771 0.766 0.724
NorESM2-MM_CCAM [-] 16.8 16.8 9.49 7.28 8.85 1.72 0.567 0.687 0.766 0.773 0.696
NorESM2-MM_CMIP6 [-] 14.8 14.8 9.53 5.29 7.15 2.60 0.650 0.690 0.577 0.957 0.712
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.7
ACCESS-CM2_BARPA [-] 22.0 22.0 16.7 5.29 7.45 3.07 0.610 0.619 0.515 0.509 0.574
ACCESS-CM2_CCAM [-] 21.4 21.2 16.7 4.54 6.10 2.74 0.661 0.689 0.544 0.798 0.676
ACCESS-CM2_CMIP6 [-] 15.1 15.1 17.1 -1.91 3.31 3.50 0.778 0.710 0.385 0.616 0.640
ACCESS-ESM1-5_BARPA [-] 20.3 20.3 16.7 3.64 6.12 2.21 0.700 0.649 0.658 0.522 0.636
ACCESS-ESM1-5_CCAM [-] 19.6 19.5 16.7 2.79 5.14 2.24 0.774 0.681 0.656 0.871 0.732
ACCESS-ESM1-5_CMIP6 [-] 15.6 15.6 17.4 -1.82 3.84 1.03 0.822 0.695 0.930 1.00 0.829
CESM2_BARPA [-] 19.7 19.6 16.7 2.90 5.02 2.03 0.723 0.716 0.656 0.596 0.681
CESM2_CCAM [-] 16.3 16.3 16.7 -0.406 4.18 2.36 0.810 0.722 0.630 0.895 0.756
CESM2_CMIP6 [-] 16.5 16.5 17.1 -0.571 3.23 0.00 0.877 0.713 1.00 0.331 0.727
CMCC-ESM2_BARPA [-] 21.8 21.7 16.7 5.04 6.62 1.81 0.616 0.692 0.722 0.586 0.662
CMCC-ESM2_CCAM [-] 25.0 24.8 16.7 8.09 9.21 2.34 0.474 0.654 0.629 0.827 0.648
CMCC-ESM2_CMIP6 [-] 17.5 17.5 17.1 0.414 2.67 2.55 0.819 0.804 0.633 0.0263 0.617
CNRM-ESM2-1_CCAM [-] 19.5 19.3 16.7 2.64 4.48 0.918 0.785 0.735 0.888 0.950 0.818
CNRM-ESM2-1_CMIP6 [-] 16.3 16.3 16.2 0.0390 2.80 3.05 0.835 0.760 0.443 0.0234 0.564
EC-Earth3_BARPA [-] 21.2 21.2 16.7 4.57 6.53 1.38 0.646 0.668 0.824 0.626 0.686
EC-Earth3_CCAM [-] 21.4 21.3 16.7 4.61 5.83 1.19 0.652 0.721 0.861 0.961 0.783
EC-Earth3_CMIP6 [-] 16.0 16.0 16.7 -0.739 4.37 2.52 0.825 0.667 0.577 0.958 0.739
ERA5_BARPA [-] 23.6 23.4 16.7 6.66 7.83 1.60 0.544 0.707 0.752 0.537 0.650
ERA5_CCAM [-] 21.3 21.1 16.7 4.40 5.24 1.25 0.678 0.780 0.832 0.884 0.791
MPI-ESM1-2-HR_BARPA [-] 19.6 19.6 16.7 2.93 5.40 2.23 0.743 0.662 0.655 0.680 0.681
MPI-ESM1-2-HR_CMIP6 [-] 12.5 12.5 16.4 -3.89 4.32 1.32 0.663 0.826 0.831 0.386 0.706
NorESM2-MM_BARPA [-] 24.3 24.1 16.7 7.45 8.85 3.06 0.505 0.647 0.513 0.479 0.558
NorESM2-MM_CCAM [-] 19.7 19.6 16.7 2.87 4.99 3.06 0.748 0.715 0.504 0.702 0.677
NorESM2-MM_CMIP6 [-] 18.9 18.9 17.1 1.87 2.99 2.05 0.816 0.774 0.745 0.775 0.777
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 30.6 30.9 22.6 8.27 9.93 1.85 0.444 0.587 0.756 0.609 0.597
ACCESS-CM2_CCAM [-] 27.8 27.8 22.6 5.17 7.21 1.90 0.583 0.618 0.737 0.855 0.682
ACCESS-CM2_CMIP6 [-] 20.3 20.3 23.7 -3.38 5.64 3.05 0.635 0.548 0.498 1.00 0.646
ACCESS-ESM1-5_BARPA [-] 30.5 30.8 22.6 8.17 10.2 1.72 0.451 0.545 0.749 0.571 0.572
ACCESS-ESM1-5_CCAM [-] 27.3 27.3 22.6 4.66 7.28 1.80 0.603 0.579 0.728 0.812 0.660
ACCESS-ESM1-5_CMIP6 [-] 15.8 15.8 21.0 -5.22 6.15 3.56 0.529 0.682 0.464 0.161 0.504
CESM2_BARPA [-] 27.4 27.6 22.6 5.00 7.15 1.06 0.598 0.610 0.832 0.758 0.681
CESM2_CCAM [-] 24.7 24.8 22.6 2.14 6.53 1.44 0.715 0.559 0.776 0.794 0.681
CESM2_CMIP6 [-] 18.4 18.4 21.3 -2.90 4.37 4.39 0.700 0.678 0.314 0.894 0.653
CMCC-ESM2_BARPA [-] 26.9 27.2 22.6 4.55 6.41 1.40 0.629 0.660 0.804 0.808 0.712
CMCC-ESM2_CCAM [-] 28.4 28.3 22.6 5.68 7.06 2.25 0.559 0.671 0.661 0.962 0.705
CMCC-ESM2_CMIP6 [-] 17.2 17.2 21.3 -4.08 4.69 2.74 0.608 0.760 0.564 0.721 0.682
CNRM-ESM2-1_CCAM [-] 25.9 25.9 22.6 3.24 5.21 1.93 0.680 0.703 0.734 0.860 0.736
CNRM-ESM2-1_CMIP6 [-] 19.3 19.3 21.1 -1.77 2.73 2.00 0.797 0.771 0.707 0.996 0.808
EC-Earth3_BARPA [-] 28.7 29.2 22.6 6.62 8.28 1.75 0.511 0.636 0.767 0.571 0.624
EC-Earth3_CCAM [-] 28.3 28.3 22.6 5.63 6.80 1.57 0.547 0.704 0.792 0.861 0.721
EC-Earth3_CMIP6 [-] 19.6 19.6 22.1 -2.47 4.27 3.80 0.755 0.684 0.371 0.996 0.698
ERA5_BARPA [-] 28.2 28.5 22.6 5.89 6.56 1.02 0.563 0.798 0.851 0.782 0.758
ERA5_CCAM [-] 25.6 25.5 22.6 2.88 4.43 1.65 0.713 0.765 0.772 0.952 0.793
MPI-ESM1-2-HR_BARPA [-] 29.1 29.6 22.6 6.95 8.66 1.48 0.501 0.621 0.785 0.630 0.631
MPI-ESM1-2-HR_CMIP6 [-] 19.3 19.3 23.0 -3.68 4.39 1.02 0.646 0.759 0.826 0.969 0.792
NorESM2-MM_BARPA [-] 28.9 29.1 22.6 6.45 8.03 1.89 0.537 0.632 0.745 0.749 0.659
NorESM2-MM_CCAM [-] 25.9 25.9 22.6 3.23 5.87 1.74 0.682 0.655 0.770 0.855 0.723
NorESM2-MM_CMIP6 [-] 19.6 19.6 21.3 -1.65 3.90 4.38 0.764 0.682 0.218 0.995 0.668
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.2
ACCESS-CM2_BARPA [-] 25.0 25.1 20.2 4.91 7.31 1.57 0.714 0.695 0.811 0.669 0.717
ACCESS-CM2_CCAM [-] 24.6 24.8 20.2 4.66 7.71 2.08 0.725 0.660 0.720 0.863 0.726
ACCESS-CM2_CMIP6 [-] 21.1 21.1 20.4 0.686 5.60 1.32 0.910 0.649 0.836 0.776 0.764
ACCESS-ESM1-5_BARPA [-] 21.9 22.2 20.2 1.97 6.11 2.03 0.863 0.681 0.714 0.773 0.742
ACCESS-ESM1-5_CCAM [-] 24.7 24.8 20.2 4.63 8.55 1.77 0.729 0.616 0.785 0.788 0.707
ACCESS-ESM1-5_CMIP6 [-] 19.0 19.0 21.1 -2.14 7.39 1.33 0.855 0.593 0.876 0.885 0.760
CESM2_BARPA [-] 23.1 23.2 20.2 2.97 6.18 1.58 0.815 0.696 0.791 0.763 0.752
CESM2_CCAM [-] 17.4 17.6 20.2 -2.63 6.13 2.68 0.808 0.696 0.576 0.988 0.753
CESM2_CMIP6 [-] 21.4 21.4 20.9 0.562 6.78 1.17 0.894 0.608 0.905 0.943 0.791
CMCC-ESM2_BARPA [-] 23.6 23.5 20.2 3.27 6.56 1.37 0.802 0.688 0.832 0.708 0.744
CMCC-ESM2_CCAM [-] 27.3 27.4 20.2 7.23 9.17 1.73 0.611 0.684 0.758 0.780 0.704
CMCC-ESM2_CMIP6 [-] 20.4 20.4 20.9 -0.422 4.00 1.18 0.925 0.760 0.860 0.780 0.817
CNRM-ESM2-1_CCAM [-] 21.8 22.0 20.2 1.79 6.26 1.53 0.852 0.673 0.822 0.953 0.795
CNRM-ESM2-1_CMIP6 [-] 20.5 20.5 20.1 0.340 5.13 1.37 0.842 0.655 0.869 0.662 0.737
EC-Earth3_BARPA [-] 23.4 23.1 20.2 2.89 6.30 1.28 0.812 0.706 0.832 0.593 0.730
EC-Earth3_CCAM [-] 25.9 25.8 20.2 5.63 9.10 1.97 0.683 0.626 0.697 0.640 0.654
EC-Earth3_CMIP6 [-] 16.1 16.1 20.2 -4.13 5.67 2.11 0.741 0.760 0.669 0.897 0.765
ERA5_BARPA [-] 26.3 26.2 20.2 6.00 7.72 1.16 0.663 0.721 0.820 0.662 0.717
ERA5_CCAM [-] 26.9 27.1 20.2 6.86 7.81 1.28 0.627 0.776 0.817 0.760 0.751
MPI-ESM1-2-HR_BARPA [-] 21.6 21.6 20.2 1.42 5.43 2.24 0.864 0.709 0.642 0.835 0.752
MPI-ESM1-2-HR_CMIP6 [-] 14.3 14.3 20.3 -6.03 6.97 2.50 0.624 0.765 0.600 0.430 0.637
NorESM2-MM_BARPA [-] 25.6 25.5 20.2 5.29 7.64 1.57 0.702 0.692 0.772 0.584 0.688
NorESM2-MM_CCAM [-] 21.7 22.0 20.2 1.80 5.72 1.83 0.846 0.704 0.735 0.910 0.780
NorESM2-MM_CMIP6 [-] 21.3 21.3 20.9 0.409 3.87 1.33 0.891 0.766 0.879 0.942 0.849
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 15.5
ACCESS-CM2_BARPA [-] 17.1 17.1 15.5 1.57 4.71 3.36 0.837 0.648 0.423 0.838 0.679
ACCESS-CM2_CCAM [-] 19.1 19.1 15.5 3.61 5.66 3.38 0.699 0.647 0.420 0.962 0.675
ACCESS-CM2_CMIP6 [-] 16.6 16.6 16.5 0.129 5.14 3.68 0.879 0.554 0.341 0.516 0.569
ACCESS-ESM1-5_BARPA [-] 16.0 15.9 15.5 0.402 3.10 2.04 0.896 0.749 0.714 0.899 0.801
ACCESS-ESM1-5_CCAM [-] 17.8 17.7 15.5 2.23 5.05 2.22 0.795 0.635 0.679 0.997 0.748
ACCESS-ESM1-5_CMIP6 [-] 15.6 15.6 15.1 0.481 5.88 1.03 0.947 0.515 0.930 1.00 0.781
CESM2_BARPA [-] 15.5 15.4 15.5 -0.140 3.03 2.34 0.900 0.756 0.617 0.907 0.787
CESM2_CCAM [-] 13.9 13.9 15.5 -1.63 4.54 3.67 0.846 0.655 0.376 0.939 0.694
CESM2_CMIP6 [-] 15.1 15.1 15.1 0.0191 3.16 1.44 0.839 0.737 0.856 0.995 0.833
CMCC-ESM2_BARPA [-] 15.2 15.1 15.5 -0.434 3.48 2.00 0.884 0.722 0.723 0.888 0.788
CMCC-ESM2_CCAM [-] 20.9 20.9 15.5 5.38 6.19 1.41 0.581 0.738 0.831 0.977 0.773
CMCC-ESM2_CMIP6 [-] 15.3 15.3 15.1 0.287 2.81 1.44 0.858 0.764 0.856 0.825 0.813
CNRM-ESM2-1_CCAM [-] 16.8 16.7 15.5 1.22 3.55 1.44 0.862 0.723 0.814 0.960 0.816
CNRM-ESM2-1_CMIP6 [-] 13.9 13.9 16.4 -2.46 3.76 5.03 0.741 0.705 0.0717 1.00 0.645
EC-Earth3_BARPA [-] 14.8 14.8 15.5 -0.748 2.84 1.43 0.865 0.781 0.836 0.864 0.826
EC-Earth3_CCAM [-] 18.1 18.0 15.5 2.48 4.47 1.81 0.776 0.691 0.761 0.948 0.773
EC-Earth3_CMIP6 [-] 12.8 12.8 15.5 -2.74 4.55 1.87 0.738 0.690 0.765 0.605 0.698
ERA5_BARPA [-] 17.7 17.6 15.5 2.10 3.37 0.886 0.802 0.786 0.890 0.879 0.829
ERA5_CCAM [-] 19.9 19.8 15.5 4.26 5.04 0.878 0.655 0.777 0.907 0.998 0.823
MPI-ESM1-2-HR_BARPA [-] 15.6 15.5 15.5 -0.0108 3.46 3.91 0.903 0.717 0.337 0.915 0.718
MPI-ESM1-2-HR_CMIP6 [-] 11.9 11.9 15.6 -3.76 4.98 5.07 0.656 0.703 0.141 0.469 0.534
NorESM2-MM_BARPA [-] 16.4 16.3 15.5 0.823 3.49 1.74 0.878 0.726 0.772 0.876 0.796
NorESM2-MM_CCAM [-] 18.7 18.8 15.5 3.26 5.14 2.05 0.726 0.683 0.733 0.947 0.754
NorESM2-MM_CMIP6 [-] 17.4 17.4 15.1 2.35 4.87 2.82 0.781 0.630 0.553 0.387 0.596
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.4
ACCESS-CM2_BARPA [-] 13.4 13.7 10.4 3.25 5.40 2.99 0.700 0.625 0.513 0.900 0.673
ACCESS-CM2_CCAM [-] 14.1 14.0 10.4 3.61 5.10 3.33 0.672 0.677 0.461 0.933 0.684
ACCESS-CM2_CMIP6 [-] 12.0 12.0 10.2 1.77 4.72 2.77 0.798 0.565 0.573 0.501 0.600
ACCESS-ESM1-5_BARPA [-] 11.7 11.9 10.4 1.48 3.70 1.96 0.847 0.698 0.717 0.936 0.779
ACCESS-ESM1-5_CCAM [-] 12.6 12.5 10.4 2.08 4.37 2.78 0.797 0.657 0.554 0.955 0.724
ACCESS-ESM1-5_CMIP6 [-] 12.9 12.9 11.2 1.73 5.98 2.66 0.839 0.531 0.554 0.562 0.603
CESM2_BARPA [-] 10.8 11.0 10.4 0.588 2.84 1.26 0.914 0.744 0.827 0.943 0.834
CESM2_CCAM [-] 8.74 8.64 10.4 -1.77 4.02 4.06 0.821 0.676 0.298 0.974 0.689
CESM2_CMIP6 [-] 13.2 13.2 10.5 2.63 4.34 2.32 0.741 0.673 0.636 0.981 0.741
CMCC-ESM2_BARPA [-] 10.7 10.9 10.4 0.494 3.73 2.23 0.900 0.676 0.690 0.994 0.787
CMCC-ESM2_CCAM [-] 16.4 16.4 10.4 5.96 6.83 2.05 0.522 0.697 0.717 0.935 0.714
CMCC-ESM2_CMIP6 [-] 12.1 12.1 10.5 1.59 2.95 2.60 0.835 0.751 0.621 0.900 0.771
CNRM-ESM2-1_CCAM [-] 12.4 12.3 10.4 1.93 3.27 1.43 0.809 0.753 0.780 0.985 0.816
CNRM-ESM2-1_CMIP6 [-] 9.03 9.03 9.89 -0.863 3.00 4.86 0.883 0.722 0.228 0.950 0.701
EC-Earth3_BARPA [-] 8.68 8.96 10.4 -1.46 3.29 1.41 0.828 0.745 0.799 0.803 0.784
EC-Earth3_CCAM [-] 11.4 11.3 10.4 0.908 3.86 2.02 0.886 0.670 0.727 0.901 0.771
EC-Earth3_CMIP6 [-] 8.39 8.39 10.5 -2.08 4.00 2.32 0.785 0.675 0.657 0.957 0.750
ERA5_BARPA [-] 12.9 13.1 10.4 2.61 3.38 0.963 0.751 0.802 0.869 0.934 0.832
ERA5_CCAM [-] 13.9 13.9 10.4 3.41 4.26 1.39 0.690 0.762 0.782 0.716 0.742
MPI-ESM1-2-HR_BARPA [-] 11.1 11.3 10.4 0.839 3.18 2.36 0.899 0.722 0.644 0.927 0.783
MPI-ESM1-2-HR_CMIP6 [-] 6.46 6.46 10.3 -3.86 4.84 4.60 0.623 0.707 0.243 0.934 0.643
NorESM2-MM_BARPA [-] 12.7 12.9 10.4 2.45 4.07 2.28 0.768 0.709 0.662 0.980 0.766
NorESM2-MM_CCAM [-] 16.5 16.4 10.4 6.01 7.00 2.86 0.516 0.677 0.530 0.839 0.648
NorESM2-MM_CMIP6 [-] 14.9 14.9 10.5 4.38 5.00 2.73 0.606 0.756 0.580 0.391 0.618
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.0
ACCESS-CM2_BARPA [-] 13.5 13.7 11.0 2.67 5.12 1.90 0.780 0.666 0.741 0.959 0.762
ACCESS-CM2_CCAM [-] 13.6 13.6 11.0 2.59 4.61 1.14 0.780 0.700 0.862 0.930 0.794
ACCESS-CM2_CMIP6 [-] 11.7 11.7 10.9 0.773 4.68 1.79 0.894 0.623 0.748 0.962 0.770
ACCESS-ESM1-5_BARPA [-] 11.1 11.2 11.0 0.219 3.08 1.53 0.935 0.756 0.821 0.993 0.852
ACCESS-ESM1-5_CCAM [-] 10.8 10.9 11.0 -0.147 3.29 1.29 0.930 0.739 0.846 0.978 0.846
ACCESS-ESM1-5_CMIP6 [-] 10.0 10.0 11.3 -1.21 5.07 2.77 0.849 0.615 0.575 0.888 0.708
CESM2_BARPA [-] 10.7 10.9 11.0 -0.106 2.86 1.72 0.938 0.771 0.767 0.924 0.834
CESM2_CCAM [-] 11.4 11.5 11.0 0.448 5.51 2.20 0.857 0.608 0.669 0.629 0.674
CESM2_CMIP6 [-] 9.40 9.40 11.1 -1.72 3.40 1.51 0.835 0.742 0.816 0.823 0.792
CMCC-ESM2_BARPA [-] 11.1 11.3 11.0 0.246 3.45 2.46 0.941 0.728 0.623 0.950 0.794
CMCC-ESM2_CCAM [-] 16.2 16.1 11.0 5.13 6.28 1.92 0.615 0.719 0.729 0.957 0.747
CMCC-ESM2_CMIP6 [-] 11.0 11.0 11.1 -0.159 2.59 1.04 0.898 0.794 0.879 0.638 0.801
CNRM-ESM2-1_CCAM [-] 14.9 14.9 11.0 3.92 5.52 2.06 0.695 0.702 0.712 0.995 0.761
CNRM-ESM2-1_CMIP6 [-] 12.2 12.2 11.1 1.10 4.11 1.25 0.849 0.689 0.847 0.793 0.773
EC-Earth3_BARPA [-] 11.8 12.1 11.0 1.10 3.95 1.64 0.842 0.729 0.783 0.600 0.737
EC-Earth3_CCAM [-] 14.2 14.2 11.0 3.22 5.34 1.60 0.736 0.679 0.788 0.627 0.702
EC-Earth3_CMIP6 [-] 10.3 10.3 11.0 -0.692 4.02 1.87 0.906 0.689 0.734 0.960 0.796
ERA5_BARPA [-] 13.6 13.7 11.0 2.74 3.64 1.22 0.771 0.803 0.833 0.911 0.824
ERA5_CCAM [-] 13.3 13.2 11.0 2.27 3.61 1.26 0.801 0.766 0.845 0.946 0.825
MPI-ESM1-2-HR_BARPA [-] 10.8 10.9 11.0 -0.107 3.00 1.72 0.938 0.757 0.764 0.924 0.828
MPI-ESM1-2-HR_CMIP6 [-] 6.63 6.63 11.0 -4.32 4.96 1.59 0.646 0.789 0.787 0.875 0.777
NorESM2-MM_BARPA [-] 14.3 14.5 11.0 3.54 5.59 1.40 0.729 0.674 0.841 0.897 0.763
NorESM2-MM_CCAM [-] 13.8 13.8 11.0 2.80 5.03 1.15 0.775 0.690 0.872 0.928 0.791
NorESM2-MM_CMIP6 [-] 11.9 11.9 11.1 0.737 4.29 1.40 0.889 0.663 0.842 0.621 0.736
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.6
ACCESS-CM2_BARPA [-] 28.3 28.2 20.6 7.58 19.0 1.15 0.777 0.575 0.892 0.164 0.597
ACCESS-CM2_CCAM [-] 25.8 25.7 20.6 5.11 14.6 0.917 0.821 0.623 0.916 0.994 0.795
ACCESS-CM2_CMIP6 [-] 17.6 17.6 21.2 -3.51 12.6 0.197 0.866 0.638 0.987 0.574 0.741
ACCESS-ESM1-5_BARPA [-] 29.2 29.0 20.6 8.36 17.4 0.687 0.771 0.615 0.953 0.152 0.621
ACCESS-ESM1-5_CCAM [-] 34.4 34.2 20.6 13.6 22.1 0.694 0.614 0.536 0.947 0.906 0.708
ACCESS-ESM1-5_CMIP6 [-] 20.4 20.4 19.9 0.506 11.2 0.739 0.965 0.629 0.952 0.601 0.755
CESM2_BARPA [-] 24.3 24.3 20.6 3.68 12.1 0.717 0.847 0.682 0.949 0.389 0.710
CESM2_CCAM [-] 31.0 30.8 20.6 10.2 17.7 0.760 0.696 0.599 0.931 0.866 0.738
CESM2_CMIP6 [-] 19.3 19.3 19.9 -0.636 8.48 1.42 0.946 0.713 0.844 0.476 0.738
CMCC-ESM2_BARPA [-] 22.2 22.1 20.6 1.50 8.62 0.542 0.872 0.769 0.953 0.388 0.750
CMCC-ESM2_CCAM [-] 29.8 29.6 20.6 9.00 14.9 0.638 0.727 0.655 0.951 0.935 0.784
CMCC-ESM2_CMIP6 [-] 14.4 14.4 19.9 -5.57 7.57 0.874 0.793 0.813 0.944 0.827 0.838
CNRM-ESM2-1_CCAM [-] 23.9 23.6 20.6 3.00 9.92 0.702 0.870 0.725 0.953 0.800 0.815
CNRM-ESM2-1_CMIP6 [-] 13.0 13.0 20.3 -7.34 11.8 0.657 0.749 0.695 0.957 0.955 0.810
EC-Earth3_BARPA [-] 31.5 31.4 20.6 10.8 21.8 0.708 0.692 0.530 0.936 0.239 0.585
EC-Earth3_CCAM [-] 31.7 31.6 20.6 11.0 19.2 0.695 0.676 0.568 0.943 0.758 0.703
EC-Earth3_CMIP6 [-] 15.1 15.1 20.4 -5.30 8.66 0.805 0.817 0.771 0.931 0.996 0.857
ERA5_BARPA [-] 30.9 30.7 20.7 9.99 15.9 0.964 0.713 0.653 0.908 0.257 0.637
ERA5_CCAM [-] 32.3 32.1 20.7 11.3 17.2 0.831 0.668 0.634 0.924 0.778 0.727
MPI-ESM1-2-HR_BARPA [-] 26.5 26.7 20.6 6.09 18.4 0.602 0.812 0.577 0.956 0.197 0.624
MPI-ESM1-2-HR_CMIP6 [-] 8.27 8.27 20.8 -12.5 16.4 0.328 0.619 0.670 0.980 0.682 0.724
NorESM2-MM_BARPA [-] 34.2 34.2 20.6 13.6 20.2 0.618 0.625 0.597 0.955 0.260 0.607
NorESM2-MM_CCAM [-] 34.8 34.6 20.6 14.0 18.6 0.561 0.606 0.646 0.950 0.897 0.749
NorESM2-MM_CMIP6 [-] 23.7 23.7 19.9 3.77 6.06 0.676 0.858 0.826 0.943 0.429 0.776

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 18:28:29 2024: ncatted -a missing_value,RX1day,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/RX1day/v20240411/RX1day_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 15:16:27 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/RX1day/v20240411/RX1day_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/RX1day/v20240411/RX1day_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231_compressed.nc Tue May 14 23:05:17 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 /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19791101-19791130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19791201-19791231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800101-19800131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800201-19800229.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800301-19800331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800401-19800430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800501-19800531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800601-19800630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800701-19800731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800801-19800831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/mtpr/mtpr_era5_oper_sfc_19800901-19800930.nc 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/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 RX1day /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/RX1day/v20240411/RX1day_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:
RX1day

  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)