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 [-] 42.1
BARPA_ACCESS-CM2 [-] 48.8 50.9 42.0 40.6 8.93 21.7 1.01 0.803 0.733 0.909 0.981 0.832
BARPA_ACCESS-ESM1-5 [-] 46.3 48.7 42.0 36.7 6.74 18.7 0.878 0.829 0.750 0.921 0.980 0.846
BARPA_CESM2 [-] 39.3 41.7 42.0 29.5 -0.290 18.2 1.09 0.852 0.745 0.905 0.969 0.843
BARPA_CMCC-ESM2 [-] 36.4 38.2 42.0 29.1 -3.78 20.8 1.52 0.859 0.713 0.858 0.944 0.817
BARPA_EC-Earth3 [-] 34.8 37.7 42.0 23.0 -4.25 14.8 0.974 0.873 0.789 0.912 0.986 0.870
BARPA_MPI-ESM1-2-HR [-] 33.6 35.6 42.0 25.5 -6.36 16.9 0.954 0.845 0.776 0.915 0.976 0.858
BARPA_NorESM2-MM [-] 50.8 52.9 42.0 42.5 10.9 23.7 1.68 0.796 0.704 0.846 0.985 0.807
CCAM_ACCESS-CM2 [-] 46.7 48.5 42.1 39.8 6.45 20.9 0.968 0.804 0.744 0.911 0.904 0.821
CCAM_ACCESS-ESM1-5 [-] 49.8 53.1 42.1 37.1 11.1 23.7 1.05 0.785 0.714 0.899 0.975 0.817
CCAM_CESM2 [-] 32.2 35.4 42.1 19.8 -6.62 21.1 1.51 0.856 0.712 0.851 0.985 0.823
CCAM_CMCC-ESM2 [-] 55.8 57.5 42.1 49.5 15.4 25.2 1.31 0.743 0.732 0.875 0.946 0.806
CCAM_CNRM-ESM2-1 [-] 45.2 47.4 42.1 37.0 5.33 18.8 1.06 0.839 0.751 0.894 0.918 0.831
CCAM_EC-Earth3 [-] 44.0 47.1 42.1 32.4 5.02 18.7 0.959 0.875 0.732 0.899 0.983 0.844
CCAM_NorESM2-MM [-] 58.2 60.3 42.1 50.4 18.2 26.3 1.00 0.716 0.751 0.914 0.966 0.820
NARCliM2_ACCESS-ESM1-5_R3 [-] 40.5 43.5 42.0 28.0 1.44 21.0 1.24 0.822 0.727 0.889 0.951 0.823
NARCliM2_ACCESS-ESM1-5_R5 [-] 31.4 33.8 42.0 21.3 -8.21 25.0 1.42 0.798 0.685 0.855 0.862 0.777
NARCliM2_EC-Earth3-Veg_R3 [-] 30.2 32.8 42.0 19.4 -9.20 17.2 0.955 0.831 0.773 0.899 0.946 0.844
NARCliM2_EC-Earth3-Veg_R5 [-] 20.8 23.0 42.0 11.7 -19.1 24.9 0.895 0.693 0.755 0.900 0.826 0.786
NARCliM2_MPI-ESM1-2-HR_R3 [-] 26.1 28.4 42.0 16.3 -13.6 20.5 1.11 0.769 0.763 0.900 0.910 0.821
NARCliM2_MPI-ESM1-2-HR_R5 [-] 18.5 20.3 42.0 11.3 -21.8 29.0 1.43 0.659 0.722 0.866 0.805 0.755
NARCliM2_NorESM2-MM_R3 [-] 50.5 52.8 42.0 40.8 10.8 19.6 1.61 0.807 0.760 0.846 0.981 0.831
NARCliM2_NorESM2-MM_R5 [-] 38.0 40.4 42.0 27.6 -1.58 15.8 1.46 0.912 0.761 0.861 0.977 0.854
NARCliM2_UKESM1-0-LL_R3 [-] 42.2 45.4 42.0 29.1 3.34 16.7 0.884 0.868 0.763 0.913 0.976 0.857
NARCliM2_UKESM1-0-LL_R5 [-] 33.9 36.3 42.0 23.7 -5.72 16.8 0.853 0.872 0.763 0.918 0.927 0.849
QldFCP2_ACCESS-CM2 [-] 35.7 38.9 42.0 22.0 -3.09 17.3 1.07 0.856 0.767 0.899 0.979 0.854
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 36.2 39.6 42.0 21.7 -2.34 18.2 1.09 0.856 0.751 0.895 0.979 0.847
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 37.6 41.2 42.0 22.4 -0.792 19.1 1.09 0.839 0.746 0.893 0.975 0.840
QldFCP2_ACCESS-ESM1-5_r6 [-] 34.8 37.5 42.0 23.1 -4.43 17.2 1.04 0.855 0.757 0.898 0.950 0.843
QldFCP2_CMCC-ESM2 [-] 29.6 31.9 42.0 19.9 -10.1 18.7 0.958 0.820 0.757 0.902 0.888 0.825
QldFCP2_CNRM-CM6-1-HR [-] 36.7 39.7 42.0 23.9 -2.28 17.2 1.06 0.850 0.757 0.883 0.966 0.843
QldFCP2_CNRM-CM6-1-HR_oc [-] 34.0 36.9 42.0 21.7 -5.04 16.2 0.987 0.858 0.773 0.899 0.963 0.854
QldFCP2_EC-Earth3 [-] 34.2 37.1 42.0 22.0 -4.89 16.4 0.910 0.858 0.769 0.903 0.961 0.852
QldFCP2_FGOALS-g3 [-] 32.5 35.4 42.0 20.0 -6.58 17.2 0.994 0.844 0.768 0.901 0.954 0.847
QldFCP2_GFDL-ESM4 [-] 35.3 38.0 42.0 23.6 -3.95 16.9 0.888 0.855 0.761 0.909 0.947 0.847
QldFCP2_GISS-E2-1-G [-] 32.9 35.6 42.0 21.3 -6.38 17.4 1.01 0.846 0.763 0.900 0.936 0.842
QldFCP2_MPI-ESM1-2-LR [-] 32.7 35.5 42.0 21.0 -6.48 18.2 0.972 0.838 0.751 0.898 0.932 0.834
QldFCP2_MRI-ESM2-0 [-] 34.6 37.7 42.0 21.8 -4.33 16.9 0.895 0.849 0.765 0.912 0.967 0.852
QldFCP2_NorESM2-MM [-] 29.8 32.7 42.0 17.6 -9.24 21.1 1.17 0.807 0.740 0.893 0.957 0.827
QldFCP2_NorESM2-MM_oc [-] 32.4 35.3 42.0 19.9 -6.64 19.0 1.05 0.848 0.748 0.900 0.971 0.843
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 [-] 48.0
BARPA_ACCESS-CM2 [-] 62.5 62.5 48.1 14.4 20.4 0.785 0.720 0.728 0.937 0.956 0.814
BARPA_ACCESS-ESM1-5 [-] 62.5 62.5 48.1 14.4 22.2 0.715 0.722 0.693 0.942 0.992 0.808
BARPA_CESM2 [-] 56.5 56.5 48.1 8.46 16.5 0.450 0.817 0.734 0.954 0.994 0.847
BARPA_CMCC-ESM2 [-] 51.1 51.1 48.1 3.04 16.1 0.732 0.892 0.708 0.931 0.995 0.847
BARPA_EC-Earth3 [-] 37.6 37.6 48.1 -10.5 13.8 0.743 0.784 0.823 0.942 0.909 0.856
BARPA_MPI-ESM1-2-HR [-] 34.0 34.0 48.1 -14.1 17.2 1.31 0.721 0.804 0.856 0.864 0.810
BARPA_NorESM2-MM [-] 64.8 64.8 48.1 16.8 26.7 1.46 0.683 0.629 0.823 0.935 0.740
CCAM_ACCESS-CM2 [-] 65.7 65.7 48.1 17.7 24.3 0.474 0.668 0.685 0.958 0.933 0.786
CCAM_ACCESS-ESM1-5 [-] 76.4 76.4 48.1 28.3 36.9 0.462 0.527 0.585 0.956 0.894 0.709
CCAM_CESM2 [-] 41.0 41.0 48.1 -7.07 14.7 1.15 0.846 0.754 0.892 0.995 0.848
CCAM_CMCC-ESM2 [-] 73.2 73.2 48.1 25.1 33.7 0.609 0.566 0.600 0.947 0.933 0.729
CCAM_CNRM-ESM2-1 [-] 57.0 57.0 48.1 8.91 17.7 0.804 0.811 0.712 0.936 0.975 0.829
CCAM_EC-Earth3 [-] 50.4 50.4 48.1 2.39 19.1 0.594 0.915 0.651 0.945 0.977 0.828
CCAM_NorESM2-MM [-] 71.0 71.0 48.1 22.9 26.6 0.837 0.598 0.744 0.928 0.997 0.802
NARCliM2_ACCESS-ESM1-5_R3 [-] 70.9 70.9 47.9 23.0 27.9 0.856 0.588 0.700 0.931 0.872 0.758
NARCliM2_ACCESS-ESM1-5_R5 [-] 60.5 60.5 47.9 12.6 19.2 0.866 0.751 0.727 0.938 0.900 0.809
NARCliM2_EC-Earth3-Veg_R3 [-] 39.8 39.8 47.9 -8.12 15.9 1.19 0.829 0.736 0.864 0.998 0.833
NARCliM2_EC-Earth3-Veg_R5 [-] 30.2 30.2 47.9 -17.7 20.2 0.648 0.664 0.802 0.934 0.988 0.838
NARCliM2_MPI-ESM1-2-HR_R3 [-] 31.3 31.3 47.9 -16.6 20.9 1.55 0.679 0.748 0.818 0.898 0.778
NARCliM2_MPI-ESM1-2-HR_R5 [-] 23.2 23.2 47.9 -24.8 28.2 2.29 0.561 0.739 0.689 0.810 0.707
NARCliM2_NorESM2-MM_R3 [-] 60.4 60.4 47.9 12.5 21.1 1.86 0.753 0.684 0.749 0.957 0.766
NARCliM2_NorESM2-MM_R5 [-] 48.0 48.0 47.9 0.0909 16.5 1.75 0.935 0.690 0.759 0.986 0.812
NARCliM2_UKESM1-0-LL_R3 [-] 62.1 62.1 47.9 14.2 21.1 0.892 0.722 0.702 0.903 0.925 0.791
NARCliM2_UKESM1-0-LL_R5 [-] 50.0 50.0 47.9 2.06 13.0 0.637 0.919 0.750 0.945 0.966 0.866
QldFCP2_ACCESS-CM2 [-] 47.9 47.9 47.9 -0.0443 10.1 0.957 0.940 0.802 0.908 0.981 0.886
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 51.1 51.1 47.9 3.15 12.9 0.973 0.907 0.759 0.921 0.993 0.868
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 53.6 53.6 47.9 5.62 13.4 0.723 0.868 0.768 0.926 0.948 0.856
QldFCP2_ACCESS-ESM1-5_r6 [-] 47.0 47.0 47.9 -0.913 12.4 0.887 0.915 0.769 0.935 0.862 0.850
QldFCP2_CMCC-ESM2 [-] 42.0 42.0 47.9 -5.96 12.2 0.827 0.867 0.798 0.923 0.891 0.855
QldFCP2_CNRM-CM6-1-HR [-] 54.4 54.4 47.9 6.45 17.0 0.778 0.844 0.712 0.915 0.895 0.815
QldFCP2_CNRM-CM6-1-HR_oc [-] 47.4 47.4 47.9 -0.567 11.1 0.771 0.922 0.791 0.934 0.924 0.872
QldFCP2_EC-Earth3 [-] 46.8 46.8 47.9 -1.14 11.5 0.994 0.925 0.782 0.903 0.924 0.863
QldFCP2_FGOALS-g3 [-] 47.7 47.7 47.9 -0.200 10.8 0.825 0.931 0.792 0.908 0.963 0.877
QldFCP2_GFDL-ESM4 [-] 50.1 50.1 47.9 2.18 13.4 0.772 0.904 0.750 0.945 0.952 0.860
QldFCP2_GISS-E2-1-G [-] 46.5 46.5 47.9 -1.46 13.3 0.641 0.923 0.751 0.938 0.919 0.857
QldFCP2_MPI-ESM1-2-LR [-] 49.0 49.0 47.9 1.11 12.6 1.13 0.913 0.765 0.892 0.901 0.847
QldFCP2_MRI-ESM2-0 [-] 52.0 52.0 47.9 4.05 14.3 0.863 0.880 0.743 0.940 0.983 0.858
QldFCP2_NorESM2-MM [-] 41.5 41.5 47.9 -6.47 12.9 1.19 0.860 0.780 0.864 0.949 0.847
QldFCP2_NorESM2-MM_oc [-] 44.2 44.2 47.9 -3.77 11.3 1.16 0.908 0.794 0.860 0.955 0.862
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 [-] 66.9
BARPA_ACCESS-CM2 [-] 77.0 77.0 67.1 9.91 25.0 0.605 0.814 0.743 0.947 0.988 0.847
BARPA_ACCESS-ESM1-5 [-] 80.5 80.5 67.1 13.4 28.5 0.660 0.795 0.715 0.938 0.989 0.830
BARPA_CESM2 [-] 76.0 76.0 67.1 8.85 28.9 0.829 0.840 0.686 0.930 0.975 0.823
BARPA_CMCC-ESM2 [-] 65.8 65.8 67.1 -1.32 26.2 1.06 0.861 0.704 0.879 0.951 0.820
BARPA_EC-Earth3 [-] 62.3 62.3 67.1 -4.79 23.3 0.792 0.847 0.752 0.938 0.937 0.845
BARPA_MPI-ESM1-2-HR [-] 47.2 47.2 67.1 -19.9 26.7 0.836 0.742 0.786 0.922 0.957 0.839
BARPA_NorESM2-MM [-] 81.6 81.6 67.1 14.5 29.7 0.842 0.793 0.701 0.924 0.988 0.822
CCAM_ACCESS-CM2 [-] 68.4 68.4 67.0 1.36 22.2 0.777 0.833 0.765 0.919 0.891 0.835
CCAM_ACCESS-ESM1-5 [-] 89.3 89.3 67.0 22.2 32.6 0.792 0.720 0.733 0.913 0.965 0.813
CCAM_CESM2 [-] 64.8 64.8 67.0 -2.19 20.8 1.19 0.893 0.760 0.885 0.985 0.857
CCAM_CMCC-ESM2 [-] 77.4 77.4 67.0 10.4 23.6 0.742 0.809 0.758 0.921 0.983 0.846
CCAM_CNRM-ESM2-1 [-] 70.1 70.1 67.0 3.10 21.7 0.868 0.854 0.757 0.909 0.892 0.834
CCAM_EC-Earth3 [-] 67.5 67.5 67.0 0.443 19.6 0.821 0.894 0.769 0.897 0.986 0.863
CCAM_NorESM2-MM [-] 75.4 75.4 67.0 8.41 24.9 0.784 0.789 0.772 0.935 0.543 0.762
NARCliM2_ACCESS-ESM1-5_R3 [-] 79.8 79.8 67.2 12.5 28.5 0.945 0.784 0.731 0.915 0.917 0.816
NARCliM2_ACCESS-ESM1-5_R5 [-] 66.2 66.2 67.2 -1.08 28.0 1.51 0.831 0.709 0.809 0.776 0.766
NARCliM2_EC-Earth3-Veg_R3 [-] 58.8 58.8 67.2 -8.43 20.5 0.625 0.869 0.778 0.943 0.957 0.865
NARCliM2_EC-Earth3-Veg_R5 [-] 44.2 44.2 67.2 -23.1 28.9 0.786 0.710 0.776 0.908 0.846 0.803
NARCliM2_MPI-ESM1-2-HR_R3 [-] 41.2 41.2 67.2 -26.1 32.4 0.709 0.676 0.764 0.946 0.708 0.771
NARCliM2_MPI-ESM1-2-HR_R5 [-] 31.7 31.7 67.2 -35.5 41.6 1.03 0.584 0.733 0.900 0.479 0.686
NARCliM2_NorESM2-MM_R3 [-] 78.2 78.2 67.2 10.9 24.1 1.17 0.830 0.754 0.858 0.886 0.816
NARCliM2_NorESM2-MM_R5 [-] 62.2 62.2 67.2 -5.05 24.2 1.14 0.878 0.722 0.846 0.689 0.771
NARCliM2_UKESM1-0-LL_R3 [-] 81.5 81.5 67.2 14.3 27.0 0.642 0.792 0.732 0.936 0.918 0.822
NARCliM2_UKESM1-0-LL_R5 [-] 65.1 65.1 67.2 -2.18 20.9 0.950 0.884 0.762 0.910 0.828 0.829
QldFCP2_ACCESS-CM2 [-] 67.0 66.9 66.3 0.590 20.7 0.917 0.861 0.773 0.909 0.960 0.855
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 72.7 72.6 66.3 6.30 22.3 0.936 0.846 0.760 0.910 0.991 0.853
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 73.9 73.9 66.3 7.55 23.0 1.10 0.839 0.755 0.867 0.984 0.840
QldFCP2_ACCESS-ESM1-5_r6 [-] 62.5 62.4 66.3 -3.92 22.7 0.816 0.880 0.746 0.944 0.923 0.848
QldFCP2_CMCC-ESM2 [-] 52.5 52.4 66.3 -13.9 21.2 0.871 0.809 0.799 0.934 0.827 0.834
QldFCP2_CNRM-CM6-1-HR [-] 71.9 71.8 66.3 5.43 20.4 0.921 0.865 0.772 0.903 0.990 0.860
QldFCP2_CNRM-CM6-1-HR_oc [-] 62.0 61.9 66.3 -4.41 19.5 0.943 0.879 0.780 0.920 0.931 0.858
QldFCP2_EC-Earth3 [-] 67.9 67.8 66.3 1.48 22.0 0.929 0.868 0.759 0.915 0.981 0.856
QldFCP2_FGOALS-g3 [-] 64.6 64.5 66.3 -1.88 19.7 0.826 0.891 0.777 0.926 0.972 0.868
QldFCP2_GFDL-ESM4 [-] 67.1 67.0 66.3 0.662 19.8 0.854 0.881 0.771 0.934 0.981 0.867
QldFCP2_GISS-E2-1-G [-] 61.4 61.3 66.3 -5.05 17.2 0.605 0.885 0.810 0.950 0.950 0.881
QldFCP2_MPI-ESM1-2-LR [-] 66.6 66.6 66.3 0.212 20.4 0.920 0.877 0.769 0.922 0.979 0.863
QldFCP2_MRI-ESM2-0 [-] 69.3 69.3 66.3 2.92 22.0 0.855 0.878 0.751 0.940 0.988 0.861
QldFCP2_NorESM2-MM [-] 51.7 51.6 66.3 -14.7 24.1 0.868 0.798 0.763 0.912 0.760 0.799
QldFCP2_NorESM2-MM_oc [-] 58.2 58.2 66.3 -8.15 21.8 0.850 0.860 0.766 0.927 0.886 0.841
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 [-] 48.8
BARPA_ACCESS-CM2 [-] 73.9 57.5 49.4 87.3 8.08 26.1 0.989 0.799 0.712 0.902 0.972 0.819
BARPA_ACCESS-ESM1-5 [-] 64.9 53.9 49.4 73.8 4.53 22.1 0.874 0.821 0.738 0.918 0.975 0.838
BARPA_CESM2 [-] 60.2 47.7 49.4 70.5 -1.71 20.9 1.03 0.843 0.743 0.911 0.950 0.838
BARPA_CMCC-ESM2 [-] 58.2 43.6 49.4 70.2 -5.77 24.0 1.44 0.829 0.717 0.869 0.910 0.808
BARPA_EC-Earth3 [-] 65.1 46.2 49.4 80.5 -3.15 19.1 0.955 0.855 0.761 0.907 0.978 0.852
BARPA_MPI-ESM1-2-HR [-] 57.4 43.3 49.4 69.0 -6.10 22.0 0.908 0.820 0.749 0.918 0.965 0.840
BARPA_NorESM2-MM [-] 79.2 60.4 49.4 94.6 11.0 26.2 1.56 0.795 0.708 0.854 0.978 0.809
CCAM_ACCESS-CM2 [-] 59.2 50.5 49.2 66.1 1.32 24.8 0.999 0.784 0.731 0.892 0.772 0.782
CCAM_ACCESS-ESM1-5 [-] 65.4 55.6 49.2 73.3 6.41 26.3 1.02 0.783 0.713 0.897 0.952 0.811
CCAM_CESM2 [-] 63.8 41.8 49.2 81.3 -7.40 23.6 1.38 0.835 0.721 0.875 0.967 0.824
CCAM_CMCC-ESM2 [-] 74.0 61.2 49.2 84.2 12.0 26.8 1.26 0.751 0.739 0.880 0.877 0.797
CCAM_CNRM-ESM2-1 [-] 56.8 49.3 49.2 62.9 0.0736 22.9 1.08 0.798 0.737 0.880 0.766 0.784
CCAM_EC-Earth3 [-] 67.0 52.2 49.2 78.8 2.98 22.0 0.982 0.846 0.731 0.890 0.973 0.834
CCAM_NorESM2-MM [-] 66.4 61.5 49.2 70.4 12.2 28.2 1.02 0.725 0.746 0.907 0.860 0.797
NARCliM2_ACCESS-ESM1-5_R3 [-] 58.7 47.6 49.6 67.9 -1.99 24.7 1.21 0.810 0.715 0.884 0.893 0.803
NARCliM2_ACCESS-ESM1-5_R5 [-] 47.3 37.1 49.6 55.7 -12.5 29.7 1.39 0.765 0.679 0.844 0.778 0.749
NARCliM2_EC-Earth3-Veg_R3 [-] 60.0 39.4 49.6 77.2 -10.2 20.0 0.949 0.822 0.766 0.897 0.926 0.835
NARCliM2_EC-Earth3-Veg_R5 [-] 48.0 28.5 49.6 64.1 -21.1 28.1 0.917 0.693 0.749 0.889 0.822 0.781
NARCliM2_MPI-ESM1-2-HR_R3 [-] 50.5 34.7 49.6 63.7 -14.9 23.8 1.05 0.758 0.757 0.902 0.896 0.814
NARCliM2_MPI-ESM1-2-HR_R5 [-] 40.5 25.7 49.6 52.8 -23.9 32.2 1.33 0.660 0.724 0.874 0.804 0.757
NARCliM2_NorESM2-MM_R3 [-] 89.2 61.2 49.6 112. 11.6 23.6 1.51 0.793 0.749 0.849 0.969 0.822
NARCliM2_NorESM2-MM_R5 [-] 72.2 47.2 49.6 92.8 -2.36 19.2 1.38 0.875 0.756 0.863 0.960 0.842
NARCliM2_UKESM1-0-LL_R3 [-] 71.5 52.1 49.6 87.6 2.48 20.1 0.926 0.854 0.751 0.899 0.956 0.842
NARCliM2_UKESM1-0-LL_R5 [-] 59.5 41.7 49.6 74.2 -7.87 20.9 0.882 0.839 0.752 0.909 0.893 0.829
QldFCP2_ACCESS-CM2 [-] 56.2 43.4 49.7 67.0 -6.25 20.9 1.02 0.819 0.763 0.904 0.949 0.840
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 56.3 44.1 49.7 66.6 -5.53 22.1 1.07 0.818 0.744 0.892 0.955 0.831
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 57.3 45.6 49.7 67.1 -4.01 22.5 1.07 0.808 0.746 0.890 0.954 0.829
QldFCP2_ACCESS-ESM1-5_r6 [-] 49.7 41.3 49.7 56.9 -8.40 22.3 1.03 0.796 0.742 0.890 0.898 0.813
QldFCP2_CMCC-ESM2 [-] 45.2 34.9 49.7 53.8 -14.8 24.3 0.953 0.761 0.740 0.900 0.804 0.789
QldFCP2_CNRM-CM6-1-HR [-] 50.7 43.4 49.7 56.8 -6.27 21.9 1.05 0.795 0.748 0.886 0.917 0.819
QldFCP2_CNRM-CM6-1-HR_oc [-] 49.8 40.9 49.7 57.3 -8.76 21.2 0.958 0.798 0.759 0.904 0.915 0.827
QldFCP2_EC-Earth3 [-] 49.9 41.0 49.7 57.3 -8.67 21.4 0.909 0.800 0.754 0.898 0.910 0.823
QldFCP2_FGOALS-g3 [-] 47.9 39.2 49.7 55.1 -10.4 22.1 0.954 0.788 0.755 0.906 0.904 0.821
QldFCP2_GFDL-ESM4 [-] 50.1 41.8 49.7 57.2 -7.87 21.6 0.887 0.800 0.750 0.906 0.890 0.819
QldFCP2_GISS-E2-1-G [-] 47.6 38.7 49.7 55.0 -11.0 22.2 0.975 0.789 0.751 0.903 0.858 0.810
QldFCP2_MPI-ESM1-2-LR [-] 47.9 38.9 49.7 55.4 -10.7 23.2 0.947 0.781 0.739 0.901 0.877 0.807
QldFCP2_MRI-ESM2-0 [-] 49.9 41.5 49.7 56.8 -8.14 21.8 0.909 0.792 0.751 0.904 0.920 0.824
QldFCP2_NorESM2-MM [-] 50.7 36.7 49.7 62.5 -13.0 25.2 1.12 0.774 0.736 0.896 0.883 0.805
QldFCP2_NorESM2-MM_oc [-] 53.0 39.3 49.7 64.4 -10.3 23.1 1.01 0.807 0.743 0.905 0.913 0.822
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 [-] 66.0
BARPA_ACCESS-CM2 [-] 72.9 71.8 66.5 88.8 5.23 32.3 0.686 0.898 0.755 0.952 0.990 0.870
BARPA_ACCESS-ESM1-5 [-] 73.1 72.4 66.5 83.9 5.87 24.1 0.407 0.902 0.817 0.972 0.978 0.897
BARPA_CESM2 [-] 55.1 54.3 66.5 66.7 -12.3 28.1 0.507 0.884 0.785 0.966 0.931 0.870
BARPA_CMCC-ESM2 [-] 50.6 49.9 66.5 61.8 -16.7 36.4 0.503 0.847 0.733 0.964 0.931 0.842
BARPA_EC-Earth3 [-] 63.8 62.5 66.5 82.8 -4.01 22.2 0.448 0.920 0.823 0.969 0.958 0.899
BARPA_MPI-ESM1-2-HR [-] 55.9 54.4 66.5 77.8 -12.2 27.8 0.559 0.877 0.796 0.966 0.990 0.885
BARPA_NorESM2-MM [-] 74.0 73.3 66.5 85.4 6.72 30.7 0.419 0.910 0.758 0.972 0.994 0.878
CCAM_ACCESS-CM2 [-] 66.0 64.8 66.3 82.1 -1.54 26.8 0.563 0.905 0.792 0.958 0.933 0.876
CCAM_ACCESS-ESM1-5 [-] 81.8 80.7 66.3 96.8 14.4 33.0 0.628 0.868 0.761 0.956 0.974 0.864
CCAM_CESM2 [-] 54.9 53.0 66.3 79.2 -13.3 37.7 0.695 0.866 0.715 0.949 0.967 0.843
CCAM_CMCC-ESM2 [-] 76.2 74.4 66.3 99.4 8.14 24.4 0.577 0.901 0.818 0.962 0.992 0.898
CCAM_CNRM-ESM2-1 [-] 69.0 67.6 66.3 87.2 1.31 23.3 0.468 0.925 0.811 0.967 0.941 0.891
CCAM_EC-Earth3 [-] 80.7 78.2 66.3 113. 11.9 29.2 0.411 0.880 0.777 0.972 0.891 0.859
CCAM_NorESM2-MM [-] 86.6 85.3 66.3 102. 19.1 29.9 0.396 0.834 0.811 0.975 0.992 0.885
NARCliM2_ACCESS-ESM1-5_R3 [-] 59.7 59.0 66.7 72.2 -7.69 32.1 0.486 0.899 0.750 0.961 0.919 0.856
NARCliM2_ACCESS-ESM1-5_R5 [-] 43.3 42.7 66.7 53.8 -24.0 49.1 0.671 0.790 0.660 0.931 0.716 0.751
NARCliM2_EC-Earth3-Veg_R3 [-] 55.5 54.5 66.7 73.1 -12.2 25.8 0.452 0.887 0.808 0.971 0.964 0.887
NARCliM2_EC-Earth3-Veg_R5 [-] 38.2 37.4 66.7 53.8 -29.3 43.9 0.554 0.750 0.728 0.964 0.860 0.806
NARCliM2_MPI-ESM1-2-HR_R3 [-] 47.0 46.0 66.7 66.6 -20.7 33.8 0.432 0.816 0.771 0.972 0.958 0.857
NARCliM2_MPI-ESM1-2-HR_R5 [-] 34.0 32.9 66.7 54.7 -33.8 51.5 0.578 0.717 0.685 0.964 0.886 0.788
NARCliM2_NorESM2-MM_R3 [-] 88.2 86.8 66.7 114. 20.1 29.6 0.596 0.820 0.818 0.962 0.946 0.873
NARCliM2_NorESM2-MM_R5 [-] 67.0 65.9 66.7 88.6 -0.862 23.7 0.455 0.948 0.801 0.970 0.996 0.903
NARCliM2_UKESM1-0-LL_R3 [-] 69.9 68.6 66.7 94.2 1.88 24.2 0.594 0.933 0.800 0.960 0.988 0.896
NARCliM2_UKESM1-0-LL_R5 [-] 57.7 56.3 66.7 82.4 -10.4 29.3 0.571 0.900 0.770 0.961 0.981 0.877
QldFCP2_ACCESS-CM2 [-] 56.1 54.6 67.2 82.9 -12.5 33.8 0.417 0.849 0.758 0.973 0.973 0.862
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 57.1 55.7 67.2 82.8 -11.5 34.6 0.386 0.854 0.750 0.975 0.964 0.859
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 57.6 56.0 67.2 86.1 -11.2 36.0 0.575 0.850 0.743 0.961 0.957 0.851
QldFCP2_ACCESS-ESM1-5_r6 [-] 57.4 56.4 67.2 74.9 -10.8 27.6 0.407 0.870 0.800 0.973 0.984 0.885
QldFCP2_CMCC-ESM2 [-] 46.2 45.4 67.2 60.4 -21.8 35.7 0.393 0.807 0.764 0.973 0.893 0.840
QldFCP2_CNRM-CM6-1-HR [-] 60.9 59.7 67.2 82.4 -7.51 25.6 0.478 0.881 0.812 0.970 0.987 0.893
QldFCP2_CNRM-CM6-1-HR_oc [-] 58.3 57.1 67.2 78.9 -10.1 26.9 0.396 0.874 0.804 0.974 0.986 0.888
QldFCP2_EC-Earth3 [-] 58.3 57.3 67.2 76.7 -9.85 26.3 0.376 0.880 0.805 0.974 0.986 0.890
QldFCP2_FGOALS-g3 [-] 53.8 52.9 67.2 71.5 -14.3 30.8 0.313 0.848 0.783 0.979 0.974 0.873
QldFCP2_GFDL-ESM4 [-] 57.1 55.9 67.2 77.7 -11.2 26.6 0.444 0.874 0.806 0.968 0.979 0.887
QldFCP2_GISS-E2-1-G [-] 52.8 52.2 67.2 63.4 -14.9 29.6 0.479 0.846 0.794 0.969 0.949 0.870
QldFCP2_MPI-ESM1-2-LR [-] 51.4 50.6 67.2 65.9 -16.6 31.8 0.429 0.841 0.777 0.972 0.945 0.862
QldFCP2_MRI-ESM2-0 [-] 58.9 57.8 67.2 78.2 -9.40 26.8 0.512 0.874 0.806 0.965 0.985 0.887
QldFCP2_NorESM2-MM [-] 42.1 41.1 67.2 59.4 -26.0 45.6 0.535 0.777 0.702 0.965 0.960 0.821
QldFCP2_NorESM2-MM_oc [-] 47.9 46.9 67.2 65.9 -20.2 40.6 0.467 0.816 0.719 0.971 0.970 0.839
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 [-] 38.0
BARPA_ACCESS-CM2 [-] 50.1 50.1 38.2 11.9 16.7 2.11 0.680 0.704 0.738 0.912 0.747
BARPA_ACCESS-ESM1-5 [-] 44.9 44.9 38.2 6.70 14.5 1.83 0.783 0.680 0.754 0.955 0.770
BARPA_CESM2 [-] 46.1 46.1 38.2 7.91 14.3 1.73 0.765 0.697 0.759 0.929 0.769
BARPA_CMCC-ESM2 [-] 42.7 42.7 38.2 4.57 12.7 2.22 0.829 0.700 0.704 0.973 0.781
BARPA_EC-Earth3 [-] 33.6 33.6 38.2 -4.59 11.9 1.90 0.832 0.722 0.724 0.966 0.793
BARPA_MPI-ESM1-2-HR [-] 37.9 37.9 38.2 -0.222 11.2 2.13 0.863 0.721 0.743 0.973 0.804
BARPA_NorESM2-MM [-] 51.5 51.5 38.2 13.3 18.4 2.35 0.654 0.672 0.691 0.902 0.718
CCAM_ACCESS-CM2 [-] 51.3 51.3 38.0 13.3 18.7 2.23 0.652 0.680 0.695 0.982 0.738
CCAM_ACCESS-ESM1-5 [-] 46.6 46.6 38.0 8.58 18.2 2.49 0.737 0.619 0.614 0.987 0.715
CCAM_CESM2 [-] 31.5 31.5 38.0 -6.48 12.8 2.02 0.783 0.723 0.741 0.968 0.787
CCAM_CMCC-ESM2 [-] 59.3 59.3 38.0 21.2 25.9 2.43 0.522 0.645 0.607 0.964 0.676
CCAM_CNRM-ESM2-1 [-] 40.2 40.2 38.0 2.20 12.2 2.10 0.839 0.705 0.663 0.960 0.775
CCAM_EC-Earth3 [-] 39.7 39.7 38.0 1.70 16.8 2.54 0.844 0.597 0.562 0.957 0.711
CCAM_NorESM2-MM [-] 56.0 56.0 38.0 17.9 21.6 1.81 0.573 0.713 0.770 0.987 0.751
NARCliM2_ACCESS-ESM1-5_R3 [-] 48.0 48.0 38.0 10.1 16.1 2.57 0.721 0.687 0.667 0.975 0.747
NARCliM2_ACCESS-ESM1-5_R5 [-] 38.5 38.5 38.0 0.498 12.5 2.44 0.873 0.688 0.692 0.987 0.786
NARCliM2_EC-Earth3-Veg_R3 [-] 29.9 29.9 38.0 -8.06 14.9 2.85 0.753 0.675 0.503 0.933 0.708
NARCliM2_EC-Earth3-Veg_R5 [-] 22.2 22.2 38.0 -15.7 18.8 2.99 0.589 0.714 0.489 0.769 0.655
NARCliM2_MPI-ESM1-2-HR_R3 [-] 30.8 30.8 38.0 -7.20 12.0 2.29 0.783 0.744 0.697 0.951 0.784
NARCliM2_MPI-ESM1-2-HR_R5 [-] 21.8 21.8 38.0 -16.2 18.1 2.89 0.582 0.770 0.614 0.829 0.713
NARCliM2_NorESM2-MM_R3 [-] 44.6 44.6 38.0 6.60 13.6 2.55 0.797 0.693 0.642 0.993 0.764
NARCliM2_NorESM2-MM_R5 [-] 35.9 35.9 38.0 -2.06 9.49 2.53 0.900 0.757 0.648 0.983 0.809
NARCliM2_UKESM1-0-LL_R3 [-] 42.5 42.5 38.0 4.53 10.2 1.74 0.825 0.770 0.730 0.995 0.818
NARCliM2_UKESM1-0-LL_R5 [-] 33.1 33.1 38.0 -4.83 10.3 1.97 0.838 0.760 0.718 0.963 0.808
QldFCP2_ACCESS-CM2 [-] 42.9 42.8 37.7 5.05 11.9 2.25 0.800 0.742 0.723 0.989 0.799
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 43.4 43.3 37.7 5.56 12.4 2.18 0.793 0.732 0.694 0.988 0.787
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 47.9 47.8 37.7 10.1 15.7 2.10 0.710 0.708 0.737 0.992 0.771
QldFCP2_ACCESS-ESM1-5_r6 [-] 38.2 38.1 37.7 0.342 14.5 2.81 0.840 0.645 0.555 0.949 0.727
QldFCP2_CMCC-ESM2 [-] 33.0 33.0 37.7 -4.78 12.7 2.12 0.839 0.693 0.669 0.901 0.759
QldFCP2_CNRM-CM6-1-HR [-] 38.7 38.7 37.7 0.927 15.2 2.85 0.833 0.636 0.520 0.950 0.715
QldFCP2_CNRM-CM6-1-HR_oc [-] 36.1 36.0 37.7 -1.75 11.9 2.34 0.858 0.707 0.642 0.926 0.768
QldFCP2_EC-Earth3 [-] 36.7 36.7 37.7 -1.06 13.0 2.18 0.846 0.682 0.672 0.923 0.761
QldFCP2_FGOALS-g3 [-] 35.6 35.6 37.7 -2.16 12.3 2.31 0.851 0.696 0.625 0.927 0.759
QldFCP2_GFDL-ESM4 [-] 39.4 39.4 37.7 1.61 14.7 2.16 0.836 0.645 0.682 0.952 0.752
QldFCP2_GISS-E2-1-G [-] 35.8 35.8 37.7 -1.98 14.0 2.34 0.858 0.655 0.644 0.933 0.749
QldFCP2_MPI-ESM1-2-LR [-] 35.6 35.5 37.7 -2.22 14.9 2.36 0.835 0.643 0.644 0.911 0.735
QldFCP2_MRI-ESM2-0 [-] 35.0 34.9 37.7 -2.81 13.2 2.34 0.845 0.678 0.647 0.904 0.750
QldFCP2_NorESM2-MM [-] 42.9 42.7 37.7 5.00 11.0 2.36 0.797 0.779 0.711 0.989 0.811
QldFCP2_NorESM2-MM_oc [-] 40.4 40.3 37.7 2.58 10.1 2.41 0.842 0.769 0.668 0.987 0.807
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 [-] 24.3
BARPA_ACCESS-CM2 [-] 36.2 35.6 24.3 37.3 11.3 16.2 0.942 0.746 0.751 0.908 0.990 0.829
BARPA_ACCESS-ESM1-5 [-] 32.8 32.5 24.3 33.5 8.15 14.3 0.829 0.801 0.747 0.927 0.921 0.828
BARPA_CESM2 [-] 27.1 27.1 24.3 27.0 2.78 12.2 1.35 0.877 0.751 0.854 0.974 0.841
BARPA_CMCC-ESM2 [-] 25.5 24.8 24.3 26.8 0.498 14.5 2.00 0.909 0.695 0.746 0.860 0.781
BARPA_EC-Earth3 [-] 20.1 20.7 24.3 18.8 -3.66 9.44 1.04 0.888 0.810 0.899 0.945 0.870
BARPA_MPI-ESM1-2-HR [-] 21.6 21.5 24.3 21.9 -2.86 10.4 0.927 0.890 0.790 0.911 0.863 0.849
BARPA_NorESM2-MM [-] 37.6 36.7 24.3 39.4 12.4 20.6 2.32 0.727 0.658 0.696 0.988 0.745
CCAM_ACCESS-CM2 [-] 36.3 36.1 24.3 36.7 11.8 17.0 0.998 0.741 0.741 0.907 0.955 0.817
CCAM_ACCESS-ESM1-5 [-] 34.3 35.2 24.3 32.5 10.9 18.4 1.12 0.740 0.707 0.885 0.700 0.748
CCAM_CESM2 [-] 17.8 19.2 24.3 15.2 -5.12 15.4 2.02 0.867 0.692 0.713 0.905 0.774
CCAM_CMCC-ESM2 [-] 44.4 43.8 24.3 45.7 19.5 25.3 1.49 0.607 0.668 0.832 0.964 0.748
CCAM_CNRM-ESM2-1 [-] 34.3 34.8 24.3 33.3 10.5 16.2 1.03 0.767 0.733 0.898 0.943 0.815
CCAM_EC-Earth3 [-] 27.8 28.5 24.3 26.3 4.24 13.6 0.917 0.879 0.725 0.906 0.943 0.836
CCAM_NorESM2-MM [-] 46.4 46.6 24.3 46.2 22.3 26.7 1.12 0.565 0.692 0.883 0.939 0.754
NARCliM2_ACCESS-ESM1-5_R3 [-] 27.7 28.6 24.3 25.6 4.27 13.7 1.43 0.845 0.737 0.844 0.936 0.820
NARCliM2_ACCESS-ESM1-5_R5 [-] 21.4 22.3 24.3 19.5 -2.01 14.4 1.63 0.870 0.710 0.806 0.964 0.812
NARCliM2_EC-Earth3-Veg_R3 [-] 17.4 17.9 24.3 16.4 -6.45 11.5 0.868 0.837 0.788 0.913 0.990 0.863
NARCliM2_EC-Earth3-Veg_R5 [-] 10.5 11.0 24.3 9.29 -13.3 16.0 0.732 0.697 0.800 0.922 0.785 0.801
NARCliM2_MPI-ESM1-2-HR_R3 [-] 14.8 15.4 24.3 13.4 -8.93 13.7 1.30 0.786 0.764 0.859 0.821 0.799
NARCliM2_MPI-ESM1-2-HR_R5 [-] 9.30 9.54 24.3 8.78 -14.8 19.1 1.66 0.671 0.737 0.809 0.520 0.695
NARCliM2_NorESM2-MM_R3 [-] 34.8 34.0 24.3 36.6 9.70 15.5 2.00 0.781 0.738 0.752 0.910 0.784
NARCliM2_NorESM2-MM_R5 [-] 24.5 24.7 24.3 24.1 0.370 11.1 1.73 0.944 0.753 0.802 0.996 0.850
NARCliM2_UKESM1-0-LL_R3 [-] 27.5 28.4 24.3 25.5 4.04 11.5 0.760 0.889 0.759 0.925 0.978 0.862
NARCliM2_UKESM1-0-LL_R5 [-] 21.8 22.4 24.3 20.6 -1.97 9.76 0.670 0.930 0.784 0.933 0.996 0.885
QldFCP2_ACCESS-CM2 [-] 21.1 22.3 24.4 18.5 -2.11 11.0 1.17 0.880 0.780 0.856 0.946 0.849
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 21.2 22.5 24.4 18.2 -1.91 11.6 1.19 0.879 0.766 0.865 0.967 0.848
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 22.3 24.0 24.4 18.7 -0.440 12.5 1.18 0.858 0.757 0.863 0.975 0.842
QldFCP2_ACCESS-ESM1-5_r6 [-] 22.6 23.8 24.4 19.9 -0.597 10.5 0.968 0.892 0.782 0.907 0.966 0.866
QldFCP2_CMCC-ESM2 [-] 19.2 20.1 24.4 17.4 -4.37 10.4 0.787 0.882 0.796 0.925 0.901 0.860
QldFCP2_CNRM-CM6-1-HR [-] 23.5 24.9 24.4 20.4 0.420 11.2 0.861 0.875 0.772 0.906 0.983 0.862
QldFCP2_CNRM-CM6-1-HR_oc [-] 21.3 22.6 24.4 18.3 -1.84 10.0 0.878 0.888 0.797 0.911 0.976 0.874
QldFCP2_EC-Earth3 [-] 21.2 22.3 24.4 18.7 -2.12 9.93 0.738 0.895 0.795 0.922 0.964 0.874
QldFCP2_FGOALS-g3 [-] 19.9 21.2 24.4 17.0 -3.23 10.0 0.879 0.878 0.803 0.919 0.970 0.874
QldFCP2_GFDL-ESM4 [-] 23.0 24.1 24.4 20.5 -0.306 10.4 0.719 0.884 0.788 0.933 0.981 0.875
QldFCP2_GISS-E2-1-G [-] 21.3 22.5 24.4 18.7 -1.96 10.9 0.903 0.886 0.779 0.911 0.970 0.865
QldFCP2_MPI-ESM1-2-LR [-] 21.2 22.5 24.4 18.2 -1.93 10.6 0.724 0.884 0.784 0.931 0.969 0.871
QldFCP2_MRI-ESM2-0 [-] 21.5 23.0 24.4 18.4 -1.44 10.3 0.696 0.883 0.789 0.932 0.982 0.875
QldFCP2_NorESM2-MM [-] 17.5 18.7 24.4 15.1 -5.78 12.9 1.30 0.839 0.759 0.852 0.785 0.799
QldFCP2_NorESM2-MM_oc [-] 19.5 20.5 24.4 17.1 -3.89 11.5 1.14 0.880 0.768 0.876 0.868 0.832
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 [-] 79.9
BARPA_ACCESS-CM2 [-] 90.8 90.8 80.2 10.6 24.7 1.23 0.759 0.700 0.864 0.920 0.789
BARPA_ACCESS-ESM1-5 [-] 83.8 83.8 80.2 3.62 25.5 1.21 0.767 0.672 0.859 0.883 0.771
BARPA_CESM2 [-] 88.3 88.3 80.2 8.13 24.3 0.949 0.784 0.681 0.890 0.946 0.796
BARPA_CMCC-ESM2 [-] 83.2 83.2 80.2 3.01 21.5 1.20 0.809 0.730 0.868 0.989 0.825
BARPA_EC-Earth3 [-] 77.2 77.2 80.2 -2.94 23.2 1.28 0.779 0.702 0.844 0.978 0.801
BARPA_MPI-ESM1-2-HR [-] 84.7 84.7 80.2 4.51 23.6 1.42 0.761 0.712 0.852 0.853 0.778
BARPA_NorESM2-MM [-] 93.2 93.2 80.2 13.0 25.0 1.01 0.748 0.707 0.898 0.981 0.808
CCAM_ACCESS-CM2 [-] 77.9 77.9 79.9 -2.07 21.4 1.30 0.799 0.718 0.850 0.965 0.810
CCAM_ACCESS-ESM1-5 [-] 76.1 76.1 79.9 -3.86 22.5 1.41 0.824 0.684 0.833 0.993 0.804
CCAM_CESM2 [-] 71.6 71.6 79.9 -8.33 25.6 1.33 0.757 0.683 0.846 0.966 0.787
CCAM_CMCC-ESM2 [-] 88.5 88.5 79.9 8.54 25.6 1.40 0.729 0.719 0.837 0.885 0.778
CCAM_CNRM-ESM2-1 [-] 71.6 71.6 79.9 -8.30 22.6 1.93 0.797 0.696 0.744 0.973 0.781
CCAM_EC-Earth3 [-] 78.3 78.3 79.9 -1.63 21.4 1.36 0.800 0.725 0.827 0.961 0.808
CCAM_NorESM2-MM [-] 77.3 77.3 79.9 -2.69 20.6 1.00 0.774 0.745 0.895 0.964 0.825
NARCliM2_ACCESS-ESM1-5_R3 [-] 79.7 79.7 80.6 -0.928 20.2 1.26 0.828 0.721 0.859 0.977 0.821
NARCliM2_ACCESS-ESM1-5_R5 [-] 66.6 66.6 80.6 -14.1 23.5 1.26 0.718 0.738 0.853 0.945 0.799
NARCliM2_EC-Earth3-Veg_R3 [-] 68.1 68.1 80.6 -12.5 25.7 1.67 0.712 0.703 0.797 0.845 0.752
NARCliM2_EC-Earth3-Veg_R5 [-] 54.9 54.9 80.6 -25.8 31.6 1.46 0.586 0.721 0.827 0.761 0.723
NARCliM2_MPI-ESM1-2-HR_R3 [-] 73.0 73.0 80.6 -7.67 19.8 1.61 0.785 0.750 0.817 0.993 0.819
NARCliM2_MPI-ESM1-2-HR_R5 [-] 59.2 59.2 80.6 -21.4 27.8 1.70 0.641 0.757 0.814 0.973 0.788
NARCliM2_NorESM2-MM_R3 [-] 84.2 84.2 80.6 3.56 19.9 1.27 0.799 0.746 0.878 0.932 0.820
NARCliM2_NorESM2-MM_R5 [-] 71.6 71.6 80.6 -9.06 20.3 1.28 0.756 0.763 0.878 0.888 0.810
NARCliM2_UKESM1-0-LL_R3 [-] 78.4 78.4 80.6 -2.26 18.8 1.13 0.797 0.756 0.868 0.917 0.819
NARCliM2_UKESM1-0-LL_R5 [-] 65.1 65.1 80.6 -15.6 22.5 0.888 0.701 0.777 0.918 0.842 0.803
QldFCP2_ACCESS-CM2 [-] 83.8 83.5 79.2 4.32 23.5 1.59 0.708 0.735 0.817 0.885 0.776
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 81.9 81.7 79.2 2.49 24.0 1.92 0.747 0.683 0.773 0.932 0.764
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 84.8 84.5 79.2 5.32 25.3 1.79 0.727 0.677 0.806 0.915 0.760
QldFCP2_ACCESS-ESM1-5_r6 [-] 58.9 58.8 79.2 -20.4 27.8 1.83 0.656 0.698 0.773 0.906 0.746
QldFCP2_CMCC-ESM2 [-] 58.0 57.8 79.2 -21.3 28.3 1.85 0.653 0.695 0.777 0.953 0.755
QldFCP2_CNRM-CM6-1-HR [-] 59.5 59.5 79.2 -19.7 27.3 2.04 0.664 0.695 0.762 0.886 0.740
QldFCP2_CNRM-CM6-1-HR_oc [-] 59.3 59.2 79.2 -20.0 27.3 1.76 0.671 0.700 0.771 0.970 0.763
QldFCP2_EC-Earth3 [-] 57.6 57.5 79.2 -21.6 27.8 1.97 0.641 0.718 0.763 0.913 0.751
QldFCP2_FGOALS-g3 [-] 58.0 58.0 79.2 -21.2 27.7 1.88 0.647 0.707 0.782 0.917 0.752
QldFCP2_GFDL-ESM4 [-] 60.8 60.7 79.2 -18.5 26.4 1.83 0.685 0.702 0.759 0.927 0.755
QldFCP2_GISS-E2-1-G [-] 58.3 58.2 79.2 -21.0 28.0 2.01 0.653 0.698 0.757 0.932 0.748
QldFCP2_MPI-ESM1-2-LR [-] 56.1 56.0 79.2 -23.2 30.2 2.12 0.623 0.685 0.740 0.912 0.729
QldFCP2_MRI-ESM2-0 [-] 57.3 57.2 79.2 -22.0 28.6 1.74 0.636 0.700 0.806 0.895 0.747
QldFCP2_NorESM2-MM [-] 84.8 84.5 79.2 5.30 26.7 1.44 0.682 0.699 0.844 0.867 0.758
QldFCP2_NorESM2-MM_oc [-] 81.9 81.6 79.2 2.38 25.4 1.34 0.713 0.693 0.831 0.894 0.765
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 [-] 33.5
BARPA_ACCESS-CM2 [-] 36.2 36.2 33.3 31.2 2.84 15.9 1.78 0.787 0.641 0.758 0.788 0.723
BARPA_ACCESS-ESM1-5 [-] 29.1 29.1 33.3 26.8 -4.21 14.6 1.84 0.811 0.662 0.765 0.597 0.699
BARPA_CESM2 [-] 31.4 31.4 33.3 23.0 -1.92 12.2 1.19 0.843 0.703 0.837 0.890 0.795
BARPA_CMCC-ESM2 [-] 30.2 30.2 33.3 23.5 -3.11 13.4 1.72 0.831 0.679 0.762 0.763 0.743
BARPA_EC-Earth3 [-] 29.5 29.6 33.3 20.3 -3.78 13.0 1.28 0.819 0.694 0.846 0.943 0.799
BARPA_MPI-ESM1-2-HR [-] 29.6 29.7 33.3 21.0 -3.66 12.1 0.896 0.844 0.708 0.897 0.842 0.800
BARPA_NorESM2-MM [-] 39.3 39.3 33.3 34.5 5.94 16.5 1.62 0.746 0.652 0.797 0.857 0.741
CCAM_ACCESS-CM2 [-] 33.8 33.8 33.4 28.1 0.382 12.1 1.07 0.846 0.704 0.876 0.834 0.793
CCAM_ACCESS-ESM1-5 [-] 26.9 27.0 33.4 20.7 -6.47 13.4 0.907 0.801 0.701 0.897 0.729 0.766
CCAM_CESM2 [-] 33.0 33.1 33.4 18.8 -0.381 14.2 0.712 0.856 0.661 0.915 0.954 0.809
CCAM_CMCC-ESM2 [-] 43.8 43.8 33.4 39.9 10.4 17.9 2.25 0.697 0.664 0.693 0.842 0.712
CCAM_CNRM-ESM2-1 [-] 36.7 36.7 33.4 31.7 3.28 14.3 2.00 0.808 0.670 0.750 0.791 0.738
CCAM_EC-Earth3 [-] 36.0 36.1 33.4 24.6 2.61 13.7 1.40 0.859 0.663 0.826 0.994 0.801
CCAM_NorESM2-MM [-] 37.1 37.1 33.4 35.7 3.62 16.4 1.48 0.747 0.665 0.828 0.609 0.703
NARCliM2_ACCESS-ESM1-5_R3 [-] 25.0 25.0 33.3 20.7 -8.28 14.5 1.30 0.752 0.695 0.847 0.584 0.715
NARCliM2_ACCESS-ESM1-5_R5 [-] 18.4 18.4 33.3 14.3 -14.9 19.5 1.50 0.612 0.668 0.824 0.413 0.637
NARCliM2_EC-Earth3-Veg_R3 [-] 22.6 22.6 33.3 14.6 -10.7 14.4 0.929 0.700 0.739 0.888 0.916 0.796
NARCliM2_EC-Earth3-Veg_R5 [-] 15.9 15.9 33.3 8.87 -17.4 19.8 0.921 0.559 0.735 0.885 0.759 0.735
NARCliM2_MPI-ESM1-2-HR_R3 [-] 20.6 20.6 33.3 13.3 -12.7 15.0 0.565 0.655 0.775 0.940 0.730 0.775
NARCliM2_MPI-ESM1-2-HR_R5 [-] 15.1 15.1 33.3 10.3 -18.2 20.5 0.767 0.542 0.745 0.928 0.521 0.697
NARCliM2_NorESM2-MM_R3 [-] 35.3 35.4 33.3 27.8 2.05 11.9 1.44 0.858 0.702 0.822 0.925 0.802
NARCliM2_NorESM2-MM_R5 [-] 26.4 26.4 33.3 22.1 -6.87 13.2 1.66 0.795 0.701 0.784 0.671 0.730
NARCliM2_UKESM1-0-LL_R3 [-] 32.7 32.7 33.3 27.9 -0.558 14.1 1.92 0.840 0.657 0.747 0.809 0.742
NARCliM2_UKESM1-0-LL_R5 [-] 23.7 23.7 33.3 20.1 -9.58 16.0 2.01 0.729 0.662 0.738 0.596 0.678
QldFCP2_ACCESS-CM2 [-] 31.6 31.4 32.8 17.8 -1.48 9.56 1.09 0.863 0.761 0.888 0.979 0.850
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 30.5 30.3 32.8 19.0 -2.54 9.62 1.26 0.861 0.761 0.850 0.940 0.835
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 32.0 31.8 32.8 18.5 -1.05 9.57 1.02 0.857 0.764 0.875 0.986 0.849
QldFCP2_ACCESS-ESM1-5_r6 [-] 23.2 23.2 32.8 19.6 -9.63 17.7 1.52 0.727 0.623 0.808 0.367 0.629
QldFCP2_CMCC-ESM2 [-] 22.0 22.0 32.8 17.5 -10.9 18.9 2.34 0.697 0.602 0.673 0.432 0.601
QldFCP2_CNRM-CM6-1-HR [-] 24.0 23.9 32.8 20.9 -8.92 17.4 2.17 0.743 0.624 0.697 0.388 0.615
QldFCP2_CNRM-CM6-1-HR_oc [-] 23.0 23.0 32.8 18.2 -9.85 16.9 1.93 0.723 0.642 0.739 0.468 0.643
QldFCP2_EC-Earth3 [-] 23.4 23.4 32.8 19.7 -9.45 17.3 1.82 0.731 0.629 0.750 0.355 0.619
QldFCP2_FGOALS-g3 [-] 22.2 22.1 32.8 19.1 -10.7 18.2 2.35 0.702 0.621 0.700 0.401 0.609
QldFCP2_GFDL-ESM4 [-] 24.0 23.9 32.8 19.2 -8.92 17.4 1.70 0.741 0.622 0.778 0.485 0.650
QldFCP2_GISS-E2-1-G [-] 22.0 22.0 32.8 18.3 -10.9 17.5 2.04 0.699 0.644 0.741 0.364 0.618
QldFCP2_MPI-ESM1-2-LR [-] 21.2 21.2 32.8 18.9 -11.6 19.0 2.31 0.681 0.615 0.680 0.288 0.576
QldFCP2_MRI-ESM2-0 [-] 21.7 21.7 32.8 19.0 -11.1 17.4 1.63 0.692 0.650 0.817 0.404 0.643
QldFCP2_NorESM2-MM [-] 31.1 30.9 32.8 17.1 -1.94 9.27 1.08 0.847 0.778 0.892 0.986 0.856
QldFCP2_NorESM2-MM_oc [-] 31.7 31.6 32.8 19.9 -1.28 8.36 0.793 0.878 0.788 0.906 0.973 0.867
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 [-] 120.
BARPA_ACCESS-CM2 [-] 104. 105. 120. 91.6 -15.3 68.6 0.413 0.826 0.690 0.972 0.752 0.786
BARPA_ACCESS-ESM1-5 [-] 111. 112. 120. 99.6 -8.15 51.9 0.379 0.851 0.763 0.975 0.785 0.827
BARPA_CESM2 [-] 85.4 85.7 120. 80.9 -34.5 58.2 0.336 0.801 0.755 0.977 0.978 0.853
BARPA_CMCC-ESM2 [-] 80.9 81.0 120. 79.9 -39.2 62.7 0.401 0.783 0.742 0.971 0.981 0.844
BARPA_EC-Earth3 [-] 115. 115. 120. 118. -5.22 48.0 0.855 0.869 0.778 0.936 0.961 0.864
BARPA_MPI-ESM1-2-HR [-] 95.7 96.3 120. 88.1 -24.0 58.4 0.287 0.807 0.754 0.975 0.815 0.821
BARPA_NorESM2-MM [-] 120. 120. 120. 120. -0.399 44.6 0.444 0.878 0.788 0.964 0.974 0.878
CCAM_ACCESS-CM2 [-] 81.0 80.8 120. 82.9 -39.7 76.5 0.550 0.777 0.674 0.961 0.629 0.743
CCAM_ACCESS-ESM1-5 [-] 126. 126. 120. 132. 5.39 52.8 0.309 0.890 0.743 0.976 0.947 0.860
CCAM_CESM2 [-] 108. 109. 120. 103. -11.9 50.7 0.783 0.887 0.755 0.936 0.884 0.843
CCAM_CMCC-ESM2 [-] 111. 110. 120. 121. -10.9 35.9 0.223 0.894 0.830 0.984 0.777 0.863
CCAM_CNRM-ESM2-1 [-] 84.0 83.7 120. 87.6 -36.8 64.3 0.376 0.792 0.729 0.973 0.836 0.812
CCAM_EC-Earth3 [-] 124. 123. 120. 136. 2.31 46.2 0.780 0.899 0.776 0.943 0.920 0.863
CCAM_NorESM2-MM [-] 139. 138. 120. 152. 17.8 43.5 0.507 0.851 0.819 0.965 0.862 0.863
NARCliM2_ACCESS-ESM1-5_R3 [-] 74.2 74.5 120. 70.6 -45.1 81.5 0.846 0.751 0.659 0.946 0.403 0.684
NARCliM2_ACCESS-ESM1-5_R5 [-] 56.9 57.3 120. 52.3 -62.4 102. 1.07 0.674 0.605 0.877 0.361 0.625
NARCliM2_EC-Earth3-Veg_R3 [-] 79.4 79.4 120. 79.3 -40.2 62.8 0.681 0.775 0.748 0.952 0.374 0.720
NARCliM2_EC-Earth3-Veg_R5 [-] 68.2 68.5 120. 62.9 -51.1 76.3 0.658 0.724 0.709 0.947 0.423 0.702
NARCliM2_MPI-ESM1-2-HR_R3 [-] 72.0 71.5 120. 78.2 -48.1 67.1 0.337 0.738 0.750 0.974 0.622 0.767
NARCliM2_MPI-ESM1-2-HR_R5 [-] 64.2 64.3 120. 61.7 -55.3 77.4 0.256 0.706 0.718 0.977 0.633 0.751
NARCliM2_NorESM2-MM_R3 [-] 119. 117. 120. 140. -2.28 48.9 0.671 0.846 0.779 0.950 0.750 0.821
NARCliM2_NorESM2-MM_R5 [-] 102. 101. 120. 115. -18.5 49.2 0.606 0.865 0.772 0.957 0.631 0.799
NARCliM2_UKESM1-0-LL_R3 [-] 85.7 85.3 120. 90.8 -34.3 53.1 0.315 0.801 0.784 0.979 0.491 0.768
NARCliM2_UKESM1-0-LL_R5 [-] 69.5 69.6 120. 68.0 -50.0 71.7 0.181 0.728 0.732 0.986 0.305 0.697
QldFCP2_ACCESS-CM2 [-] 120. 121. 120. 92.3 1.42 48.5 0.612 0.884 0.772 0.957 0.932 0.864
QldFCP2_ACCESS-ESM1-5_oc_r20 [-] 122. 124. 120. 92.6 3.76 53.8 0.797 0.884 0.746 0.937 0.930 0.849
QldFCP2_ACCESS-ESM1-5_oc_r40 [-] 123. 125. 120. 95.0 5.22 48.8 0.833 0.884 0.772 0.931 0.926 0.857
QldFCP2_ACCESS-ESM1-5_r6 [-] 100. 100. 120. 94.1 -19.4 61.5 0.962 0.837 0.720 0.921 0.934 0.826
QldFCP2_CMCC-ESM2 [-] 91.2 91.6 120. 84.5 -28.2 64.1 0.945 0.823 0.710 0.925 0.984 0.830
QldFCP2_CNRM-CM6-1-HR [-] 98.8 99.1 120. 92.6 -20.6 58.9 0.800 0.838 0.733 0.931 0.962 0.839
QldFCP2_CNRM-CM6-1-HR_oc [-] 101. 101. 120. 93.0 -18.3 56.9 0.913 0.844 0.741 0.927 0.931 0.837
QldFCP2_EC-Earth3 [-] 96.9 97.2 120. 90.8 -22.5 59.6 0.858 0.831 0.732 0.933 0.956 0.837
QldFCP2_FGOALS-g3 [-] 100. 101. 120. 84.9 -18.7 55.3 0.656 0.837 0.755 0.955 0.925 0.845
QldFCP2_GFDL-ESM4 [-] 91.1 91.5 120. 85.3 -28.3 66.3 0.899 0.815 0.706 0.928 0.966 0.824
QldFCP2_GISS-E2-1-G [-] 99.3 99.7 120. 92.1 -20.1 55.0 0.865 0.843 0.748 0.931 0.959 0.846
QldFCP2_MPI-ESM1-2-LR [-] 95.1 95.8 120. 84.1 -24.0 60.3 0.806 0.833 0.729 0.935 0.957 0.836
QldFCP2_MRI-ESM2-0 [-] 99.8 100. 120. 93.5 -19.6 57.5 0.752 0.839 0.739 0.946 0.949 0.842
QldFCP2_NorESM2-MM [-] 102. 103. 120. 80.4 -16.8 56.8 0.811 0.866 0.728 0.937 0.989 0.850
QldFCP2_NorESM2-MM_oc [-] 112. 113. 120. 82.8 -6.48 55.1 0.830 0.882 0.735 0.940 0.958 0.850

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
BARPA_ACCESS-CM2
Data not available
Data not available
BARPA_ACCESS-ESM1-5
Data not available
Data not available
BARPA_CESM2
Data not available
Data not available
BARPA_CMCC-ESM2
Data not available
Data not available
BARPA_EC-Earth3
Data not available
Data not available
BARPA_MPI-ESM1-2-HR
Data not available
Data not available
BARPA_NorESM2-MM
Data not available
Data not available
CCAM_ACCESS-CM2
Data not available
Data not available
CCAM_ACCESS-ESM1-5
Data not available
Data not available
CCAM_CESM2
Data not available
Data not available
CCAM_CMCC-ESM2
Data not available
Data not available
CCAM_CNRM-ESM2-1
Data not available
Data not available
CCAM_EC-Earth3
Data not available
Data not available
CCAM_NorESM2-MM
Data not available
Data not available
NARCliM2_ACCESS-ESM1-5_R3
Data not available
Data not available
NARCliM2_ACCESS-ESM1-5_R5
Data not available
Data not available
NARCliM2_EC-Earth3-Veg_R3
Data not available
Data not available
NARCliM2_EC-Earth3-Veg_R5
Data not available
Data not available
NARCliM2_MPI-ESM1-2-HR_R3
Data not available
Data not available
NARCliM2_MPI-ESM1-2-HR_R5
Data not available
Data not available
NARCliM2_NorESM2-MM_R3
Data not available
Data not available
NARCliM2_NorESM2-MM_R5
Data not available
Data not available
NARCliM2_UKESM1-0-LL_R3
Data not available
Data not available
NARCliM2_UKESM1-0-LL_R5
Data not available
Data not available
QldFCP2_ACCESS-CM2
Data not available
Data not available
QldFCP2_ACCESS-ESM1-5_oc_r20
Data not available
Data not available
QldFCP2_ACCESS-ESM1-5_oc_r40
Data not available
Data not available
QldFCP2_ACCESS-ESM1-5_r6
Data not available
Data not available
QldFCP2_CMCC-ESM2
Data not available
Data not available
QldFCP2_CNRM-CM6-1-HR
Data not available
Data not available
QldFCP2_CNRM-CM6-1-HR_oc
Data not available
Data not available
QldFCP2_EC-Earth3
Data not available
Data not available
QldFCP2_FGOALS-g3
Data not available
Data not available
QldFCP2_GFDL-ESM4
Data not available
Data not available
QldFCP2_GISS-E2-1-G
Data not available
Data not available
QldFCP2_MPI-ESM1-2-LR
Data not available
Data not available
QldFCP2_MRI-ESM2-0
Data not available
Data not available
QldFCP2_NorESM2-MM
Data not available
Data not available
QldFCP2_NorESM2-MM_oc
Data not available
Data not available

Data Information

  Title:
Interpolated Rain Gauge Precipitation

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

  History:
Wed Aug 28 13:55:19 2024: cdo -f nc4c -b f32 -z zip_1 --shuffle setmissval,1.e+20 /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/PRCPTOT/v20240411/PRCPTOT_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/PRCPTOT/v20240411/PRCPTOT_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked_compressed.nc Wed Jun 05 08:51:14 2024: cdo ifthen /g/data/xv83/users/bxn599/ACS/evaluation/AGCDv1_precip_weights_1985-2014_average.nc ./indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/PRCPTOT/v20240411/PRCPTOT_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc ./indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/PRCPTOT/v20240411/PRCPTOT_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked.nc Wed May 15 14:02:20 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1979-01-01 --end_date 2021-12-31 --input_files /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19000101-19001231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19010101-19011231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19020101-19021231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19030101-19031231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19040101-19041231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19050101-19051231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19060101-19061231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19070101-19071231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19080101-19081231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19090101-19091231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19110101-19111231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19130101-19131231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19140101-19141231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19150101-19151231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19160101-19161231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19170101-19171231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19180101-19181231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19190101-19191231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19200101-19201231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19210101-19211231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19220101-19221231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19230101-19231231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19240101-19241231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19250101-19251231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19260101-19261231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19270101-19271231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19280101-19281231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19290101-19291231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19300101-19301231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19310101-19311231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19320101-19321231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19330101-19331231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19340101-19341231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19350101-19351231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19360101-19361231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19370101-19371231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19380101-19381231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19390101-19391231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19400101-19401231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19410101-19411231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19420101-19421231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19430101-19431231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19440101-19441231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19450101-19451231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19460101-19461231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19470101-19471231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19480101-19481231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19490101-19491231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19500101-19501231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19510101-19511231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19520101-19521231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19530101-19531231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19540101-19541231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19550101-19551231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19560101-19561231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19570101-19571231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19580101-19581231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19590101-19591231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19600101-19601231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19610101-19611231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19620101-19621231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19630101-19631231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19640101-19641231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19650101-19651231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19660101-19661231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19670101-19671231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19680101-19681231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19690101-19691231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19700101-19701231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19710101-19711231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19720101-19721231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19730101-19731231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19740101-19741231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19750101-19751231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19760101-19761231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19770101-19771231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19780101-19781231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19790101-19791231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19800101-19801231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19810101-19811231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19820101-19821231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19830101-19831231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19840101-19841231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19850101-19851231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19860101-19861231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19870101-19871231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19880101-19881231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19890101-19891231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19900101-19901231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19910101-19911231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19920101-19921231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19930101-19931231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19940101-19941231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19950101-19951231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19960101-19961231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19970101-19971231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19980101-19981231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19990101-19991231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20000101-20001231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20010101-20011231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20020101-20021231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20030101-20031231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20040101-20041231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20050101-20051231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20060101-20061231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20070101-20071231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20080101-20081231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20090101-20091231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20100101-20101231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20110101-20111231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20120101-20121231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20130101-20131231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20140101-20141231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20150101-20151231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20160101-20161231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20170101-20171231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20180101-20181231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20190101-20191231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20200101-20201231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20210101-20211231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20220101-20221231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20230101-20231231_daily.nc --variable precip --drop_time_bounds PRCPTOT /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/PRCPTOT/v20240411/PRCPTOT_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc

  References:
ATBD of the ECA&D indices calculation (https://knmi-ecad-assets-prd.s3.amazonaws.com/documents/atbd.pdf)

  Conventions:
CF-1.6

  Cdi:
Climate Data Interface version 2.4.0 (https://mpimet.mpg.de/cdi)

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

  Time_coverage_start:
1899-12-31T09:00:00

  Time_coverage_end:
1900-01-01T09:00:00

  Original_aifs_header:
SOUTHWEST_LATITUDE: 44.5, SOUTHWEST_LONGITUDE: 112.0, NUMBER_OF_LONGITUDES_IN_GRID: 886, RAINFALL_ANALYSIS: 1900010119000101, LENGTH_SCALE_FOR_ANALYSIS: 80.0, BUREAU_OF_METEOROLOGY, NUMBER_OF_LATITUDES_IN_GRID: 691, GRID_INCREMENT_OF_LONGITUDE: 0.05, GRID_INCREMENT_OF_LATITUDE: 0.05, ROW_CHANGES_WITH_LONGITUDE, NUMBER_OF_STATIONS_REPORTING: 2757, ANALYSIS_TIME: 2010-10-23 14:49:46 UTC, COLUMN_NUMBER_AT_SOUTHWEST_CORNER: 1, ROW_NUMBER_AT_SOUTHWEST_CORNER: 1, ANALYSIS_VERSION_NUMBER: 3.01, LATITUDE_-_LONGITUDE_GRID

  Date_created:
2017-01-17T22:13:51.976225

  Bom-cmp-awap_version:
bom-cmp-awap-1.00-89.0.x86_64

  Bom-cmp-util_aifs2nc_version:
bom-cmp-util_aifs2nc-v1.1.0-2.x86_64

  Netcdf_version:
4.3.0 of Jul 16 2013 05:46:56 $

  Uuid:
14333ae2-28fe-4cb6-9f00-677adc94f25e

  Keywords_reference:
Global Change Master Directory (GCMD). 2015. GCMD Keywords, Version 8.1. Greenbelt, MD: Global Change Data Center, Science and Exploration Directorate, Goddard Space Flight Center (GSFC) National Aeronautics and Space Administration (NASA). URL:http://gcmd.nasa.gov/learn/keywords.html

  Acknowledgment:
The Australian Government, Bureau of Meteorology
The Australian Water Availability Project
The AusCover facility of the Terrestrial Ecosystem Research Network (TERN)

  Copyright:
(C) Copyright Commonwealth of Australia 2017, Bureau of Meteorology (ABN 92637 533532), see http://www.bom.gov.au/other/copyright.shtml for terms and conditions of reuse.

  Keywords_vocabulary:
GCMD Science Keywords, Version 8.1

  Standard_name_vocabulary:
CF Standard Names, v28

  Keywords:
Earth Science, Atmosphere, Precipitation, Precipitation Amount, Liquid Water Equivalent

  Data_format:
netCDF4 with zlib compression

  Cdm_data_type:
Grid

  Analysis_components:
total: the gridded accumulation of rainfall.

  Url:
http://www.bom.gov.au/climate/

  Licence:
Copyright for any data supplied by the Bureau of Meteorology is held in the Commonwealth of Australia and the purchaser shall give acknowledgement of the source in reference to the data. Apart from dealings under the Copyright Act 1968, the purchaser shall not reproduce (electronically or otherwise), modify or supply (by sale or otherwise) these data without written permission from the supplier.

  Id:
Australian Gridded Climate Data (AGCD)

  Summary:
The daily and monthly rainfall data represents the amount of precipitation of any type (including the liquid equivalent of frozen hydrometeors such as hail and snow) observed by means of rain gauges stationed across Australia. These gauges measure millimetres of liquid water depth over a 24-hour period running from 9am local clock time the previous day to 9am on the observed day. Rainfall data from up to 6500 sites across the country are analysed, with limited quality control, onto 0.05x0.05 degree grids using the technique described in Jones et al. (2009). Monthly rainfall totals are calculated from the accumulation of the contributing daily rainfall totals, and may incorporate multi-day rainfall totals if observations were missing on any one day. Weekly rainfall totals are calculated from the sum of the daily grids. Multi-month rainfall totals are calculated from the sum of monthly grids. Month-to-date and Year-to-date rainfall grids are calculated from the sum of the contributing monthly and daily grids.

  Naming_authority:
au.gov.bom

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
PRCPTOT

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