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 [-] 43.3
ACCESS-CM2_BARPA [-] 48.8 50.9 43.2 40.6 7.69 21.2 1.01 0.815 0.733 0.906 0.982 0.834
ACCESS-CM2_CCAM [-] 46.7 48.5 43.3 39.8 5.21 20.5 0.974 0.812 0.744 0.909 0.901 0.822
ACCESS-CM2_CMIP6 [-] 45.6 46.5 42.8 35.6 3.70 23.8 0.903 0.789 0.694 0.904 0.793 0.775
ACCESS-ESM1-5_BARPA [-] 46.3 48.7 43.2 36.7 5.50 18.4 0.891 0.837 0.750 0.918 0.981 0.847
ACCESS-ESM1-5_CCAM [-] 49.8 53.1 43.3 37.1 9.84 23.3 1.05 0.791 0.714 0.897 0.976 0.818
ACCESS-ESM1-5_CMIP6 [-] 49.3 50.5 41.8 34.6 8.68 25.6 1.30 0.792 0.658 0.868 0.975 0.790
CESM2_BARPA [-] 39.3 41.7 43.2 29.5 -1.52 18.2 1.10 0.857 0.744 0.901 0.968 0.843
CESM2_CCAM [-] 32.2 35.4 43.3 19.8 -7.86 21.6 1.49 0.842 0.712 0.852 0.984 0.820
CESM2_CMIP6 [-] 48.6 50.7 42.0 30.4 8.72 23.5 0.999 0.788 0.702 0.895 0.972 0.812
CMCC-ESM2_BARPA [-] 36.4 38.2 43.2 29.1 -5.01 21.0 1.52 0.860 0.712 0.855 0.942 0.816
CMCC-ESM2_CCAM [-] 55.8 57.5 43.3 49.5 14.2 24.5 1.33 0.753 0.732 0.871 0.944 0.807
CMCC-ESM2_CMIP6 [-] 62.6 63.7 42.0 53.9 21.7 36.4 0.971 0.675 0.640 0.904 0.956 0.763
CNRM-ESM2-1_CCAM [-] 45.2 47.4 43.3 37.0 4.09 18.5 1.08 0.847 0.751 0.890 0.914 0.831
CNRM-ESM2-1_CMIP6 [-] 31.6 33.0 41.9 18.2 -8.95 21.8 1.22 0.816 0.710 0.882 0.909 0.805
EC-Earth3_BARPA [-] 34.8 37.7 43.2 23.0 -5.48 15.3 0.990 0.859 0.787 0.908 0.986 0.865
EC-Earth3_CCAM [-] 44.0 47.1 43.3 32.4 3.78 18.5 0.984 0.883 0.732 0.894 0.984 0.845
EC-Earth3_CMIP6 [-] 37.7 39.9 42.6 24.1 -2.73 20.8 1.02 0.838 0.722 0.895 0.981 0.832
ERA5_BARPA [-] 46.7 49.1 43.4 36.9 5.68 18.0 1.30 0.855 0.759 0.875 0.985 0.846
ERA5_CCAM [-] 48.5 51.8 43.5 35.9 8.30 16.4 0.965 0.825 0.800 0.902 0.987 0.862
MPI-ESM1-2-HR_BARPA [-] 33.6 35.6 43.2 25.5 -7.60 17.4 0.948 0.834 0.775 0.915 0.976 0.855
MPI-ESM1-2-HR_CMIP6 [-] 19.4 20.4 43.0 12.0 -22.6 29.9 1.10 0.640 0.725 0.897 0.751 0.747
NorESM2-MM_BARPA [-] 50.8 52.9 43.2 42.5 9.65 23.3 1.68 0.810 0.703 0.845 0.985 0.809
NorESM2-MM_CCAM [-] 58.2 60.3 43.3 50.4 17.0 25.5 1.00 0.727 0.752 0.912 0.964 0.822
NorESM2-MM_CMIP6 [-] 63.4 65.4 42.0 46.6 23.3 31.7 1.20 0.664 0.717 0.884 0.967 0.790
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.5
ACCESS-CM2_BARPA [-] 62.5 62.5 49.5 13.0 19.5 0.782 0.743 0.730 0.937 0.964 0.831
ACCESS-CM2_CCAM [-] 65.7 65.7 49.5 16.2 23.2 0.475 0.691 0.687 0.957 0.942 0.805
ACCESS-CM2_CMIP6 [-] 67.3 67.3 48.7 18.6 24.6 0.774 0.637 0.675 0.949 0.954 0.789
ACCESS-ESM1-5_BARPA [-] 62.5 62.5 49.5 13.0 21.3 0.714 0.744 0.695 0.942 0.994 0.827
ACCESS-ESM1-5_CCAM [-] 76.4 76.4 49.5 26.9 35.7 0.462 0.546 0.587 0.955 0.905 0.730
ACCESS-ESM1-5_CMIP6 [-] 71.9 71.9 50.1 21.8 34.8 0.785 0.616 0.539 0.948 0.833 0.712
CESM2_BARPA [-] 56.5 56.5 49.5 7.01 15.9 0.445 0.839 0.735 0.954 0.992 0.864
CESM2_CCAM [-] 41.0 41.0 49.5 -8.51 15.5 1.15 0.820 0.753 0.891 0.993 0.852
CESM2_CMIP6 [-] 74.9 74.9 49.6 25.3 34.5 0.487 0.549 0.581 0.956 0.994 0.749
CMCC-ESM2_BARPA [-] 51.1 51.1 49.5 1.60 15.9 0.727 0.905 0.709 0.932 0.996 0.866
CMCC-ESM2_CCAM [-] 73.2 73.2 49.5 23.7 32.6 0.607 0.586 0.602 0.947 0.942 0.750
CMCC-ESM2_CMIP6 [-] 68.2 68.2 49.6 18.6 27.7 0.893 0.649 0.620 0.932 0.952 0.770
CNRM-ESM2-1_CCAM [-] 57.0 57.0 49.5 7.46 16.9 0.807 0.835 0.714 0.935 0.981 0.849
CNRM-ESM2-1_CMIP6 [-] 48.0 48.0 49.4 -1.42 17.3 1.35 0.828 0.712 0.855 0.659 0.758
EC-Earth3_BARPA [-] 37.6 37.6 49.5 -11.9 14.9 0.742 0.759 0.823 0.942 0.898 0.852
EC-Earth3_CCAM [-] 50.4 50.4 49.5 0.946 18.9 0.594 0.928 0.653 0.944 0.982 0.852
EC-Earth3_CMIP6 [-] 34.2 34.2 49.4 -15.2 17.8 0.801 0.698 0.811 0.934 0.974 0.849
ERA5_BARPA [-] 56.4 56.4 49.6 6.73 15.5 0.594 0.843 0.743 0.943 0.997 0.866
ERA5_CCAM [-] 66.7 66.7 49.6 17.1 21.8 0.719 0.679 0.737 0.933 0.985 0.823
MPI-ESM1-2-HR_BARPA [-] 34.0 34.0 49.5 -15.6 18.4 1.31 0.698 0.804 0.856 0.851 0.802
MPI-ESM1-2-HR_CMIP6 [-] 23.1 23.1 50.1 -27.0 28.9 1.64 0.527 0.788 0.808 0.825 0.743
NorESM2-MM_BARPA [-] 64.8 64.8 49.5 15.3 25.8 1.46 0.706 0.630 0.824 0.944 0.760
NorESM2-MM_CCAM [-] 71.0 71.0 49.5 21.5 25.4 0.840 0.619 0.745 0.928 0.997 0.814
NorESM2-MM_CMIP6 [-] 82.4 82.4 49.6 32.8 37.0 1.10 0.468 0.671 0.898 0.928 0.733
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 68.7
ACCESS-CM2_BARPA [-] 77.0 77.0 68.9 8.12 24.4 0.601 0.825 0.743 0.947 0.986 0.863
ACCESS-CM2_CCAM [-] 68.4 68.4 68.8 -0.421 22.1 0.784 0.836 0.765 0.919 0.883 0.829
ACCESS-CM2_CMIP6 [-] 62.8 62.8 75.3 -12.5 29.5 1.14 0.768 0.717 0.887 0.534 0.694
ACCESS-ESM1-5_BARPA [-] 80.5 80.5 68.9 11.6 27.8 0.666 0.808 0.716 0.938 0.990 0.849
ACCESS-ESM1-5_CCAM [-] 89.3 89.3 68.8 20.4 31.5 0.794 0.735 0.734 0.913 0.961 0.825
ACCESS-ESM1-5_CMIP6 [-] 73.4 73.4 64.6 8.71 28.6 0.763 0.824 0.640 0.937 0.735 0.750
CESM2_BARPA [-] 76.0 76.0 68.9 7.06 28.4 0.829 0.852 0.686 0.929 0.979 0.844
CESM2_CCAM [-] 64.8 64.8 68.8 -3.97 21.1 1.18 0.888 0.760 0.886 0.982 0.872
CESM2_CMIP6 [-] 84.0 84.0 67.5 16.6 26.4 1.23 0.765 0.726 0.874 0.998 0.828
CMCC-ESM2_BARPA [-] 65.8 65.8 68.9 -3.11 26.4 1.06 0.859 0.704 0.879 0.957 0.837
CMCC-ESM2_CCAM [-] 77.4 77.4 68.8 8.60 23.0 0.748 0.820 0.758 0.920 0.986 0.849
CMCC-ESM2_CMIP6 [-] 78.5 78.5 67.5 11.0 23.0 0.889 0.830 0.732 0.925 0.992 0.853
CNRM-ESM2-1_CCAM [-] 70.1 70.1 68.8 1.32 21.4 0.873 0.860 0.758 0.908 0.883 0.838
CNRM-ESM2-1_CMIP6 [-] 69.4 69.4 69.0 0.414 21.3 0.947 0.886 0.744 0.929 0.991 0.862
EC-Earth3_BARPA [-] 62.3 62.3 68.9 -6.57 23.8 0.789 0.836 0.753 0.938 0.944 0.855
EC-Earth3_CCAM [-] 67.5 67.5 68.8 -1.34 19.6 0.825 0.895 0.770 0.897 0.983 0.866
EC-Earth3_CMIP6 [-] 51.7 51.7 68.3 -16.6 22.3 0.829 0.769 0.810 0.936 0.911 0.858
ERA5_BARPA [-] 74.6 74.6 69.2 5.44 22.0 0.930 0.853 0.758 0.886 0.988 0.860
ERA5_CCAM [-] 80.3 80.3 69.1 11.2 20.2 0.745 0.821 0.812 0.920 0.945 0.864
MPI-ESM1-2-HR_BARPA [-] 47.2 47.2 68.9 -21.7 28.1 0.834 0.723 0.786 0.922 0.951 0.837
MPI-ESM1-2-HR_CMIP6 [-] 25.5 25.5 69.8 -44.3 48.8 0.751 0.504 0.737 0.936 0.810 0.710
NorESM2-MM_BARPA [-] 81.6 81.6 68.9 12.7 29.0 0.841 0.808 0.700 0.924 0.990 0.841
NorESM2-MM_CCAM [-] 75.4 75.4 68.8 6.62 24.4 0.783 0.795 0.773 0.935 0.532 0.770
NorESM2-MM_CMIP6 [-] 89.2 89.2 67.5 21.8 30.7 1.19 0.721 0.731 0.853 0.763 0.777
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 67.0
ACCESS-CM2_BARPA [-] 72.9 71.8 67.6 88.8 4.17 32.2 0.687 0.900 0.755 0.952 0.990 0.881
ACCESS-CM2_CCAM [-] 66.0 64.8 67.4 82.1 -2.61 27.0 0.565 0.904 0.790 0.958 0.931 0.858
ACCESS-CM2_CMIP6 [-] 64.9 64.9 71.5 -6.54 38.6 0.637 0.905 0.703 0.935 0.762 0.783
ACCESS-ESM1-5_BARPA [-] 73.1 72.4 67.6 83.9 4.80 23.8 0.403 0.905 0.818 0.972 0.977 0.911
ACCESS-ESM1-5_CCAM [-] 81.8 80.7 67.4 96.8 13.3 32.6 0.628 0.875 0.761 0.956 0.973 0.881
ACCESS-ESM1-5_CMIP6 [-] 76.7 76.7 69.1 7.56 32.0 0.591 0.907 0.745 0.961 0.996 0.880
CESM2_BARPA [-] 55.1 54.3 67.6 66.7 -13.3 28.9 0.507 0.876 0.783 0.966 0.929 0.874
CESM2_CCAM [-] 54.9 53.0 67.4 79.2 -14.4 38.4 0.700 0.860 0.713 0.949 0.968 0.860
CESM2_CMIP6 [-] 76.5 76.5 68.7 7.81 32.7 0.537 0.903 0.746 0.961 0.965 0.877
CMCC-ESM2_BARPA [-] 50.6 49.9 67.6 61.8 -17.7 37.2 0.501 0.839 0.731 0.965 0.929 0.847
CMCC-ESM2_CCAM [-] 76.2 74.4 67.4 99.4 7.07 24.1 0.580 0.905 0.820 0.962 0.992 0.909
CMCC-ESM2_CMIP6 [-] 103. 103. 68.7 34.4 54.5 0.641 0.727 0.682 0.960 0.987 0.823
CNRM-ESM2-1_CCAM [-] 69.0 67.6 67.4 87.2 0.239 23.2 0.466 0.926 0.812 0.967 0.939 0.892
CNRM-ESM2-1_CMIP6 [-] 40.9 40.9 69.4 -28.5 48.1 0.528 0.750 0.694 0.963 0.951 0.832
EC-Earth3_BARPA [-] 63.8 62.5 67.6 82.8 -5.08 22.6 0.445 0.916 0.823 0.970 0.959 0.911
EC-Earth3_CCAM [-] 80.7 78.2 67.4 113. 10.8 28.6 0.410 0.886 0.780 0.972 0.893 0.886
EC-Earth3_CMIP6 [-] 75.8 75.4 68.8 125. 6.61 34.9 0.608 0.902 0.728 0.957 0.952 0.880
ERA5_BARPA [-] 72.9 72.0 68.1 86.3 3.90 27.4 0.702 0.924 0.781 0.950 0.990 0.900
ERA5_CCAM [-] 80.2 78.5 67.9 102. 10.7 21.3 0.402 0.897 0.843 0.971 0.989 0.917
MPI-ESM1-2-HR_BARPA [-] 55.9 54.4 67.6 77.8 -13.2 28.5 0.555 0.870 0.794 0.966 0.990 0.893
MPI-ESM1-2-HR_CMIP6 [-] 31.8 31.5 68.9 66.1 -37.4 54.2 0.582 0.688 0.689 0.964 0.903 0.792
NorESM2-MM_BARPA [-] 74.0 73.3 67.6 85.4 5.65 30.7 0.415 0.914 0.757 0.973 0.994 0.899
NorESM2-MM_CCAM [-] 86.6 85.3 67.4 102. 18.0 29.2 0.394 0.842 0.813 0.975 0.992 0.891
NorESM2-MM_CMIP6 [-] 98.5 98.5 68.7 29.8 41.6 0.548 0.760 0.763 0.963 0.984 0.853
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 [-] 39.8
ACCESS-CM2_BARPA [-] 50.1 50.1 40.0 10.1 15.5 2.05 0.717 0.706 0.745 0.916 0.764
ACCESS-CM2_CCAM [-] 51.3 51.3 39.8 11.4 17.5 2.22 0.686 0.680 0.695 0.984 0.752
ACCESS-CM2_CMIP6 [-] 53.5 53.5 40.5 13.0 22.1 2.03 0.615 0.618 0.691 0.941 0.706
ACCESS-ESM1-5_BARPA [-] 44.9 44.9 40.0 4.88 14.0 1.83 0.818 0.679 0.752 0.958 0.788
ACCESS-ESM1-5_CCAM [-] 46.6 46.6 39.8 6.76 17.7 2.57 0.768 0.616 0.602 0.988 0.730
ACCESS-ESM1-5_CMIP6 [-] 48.5 48.5 41.5 6.97 26.0 3.35 0.632 0.495 0.375 0.707 0.546
CESM2_BARPA [-] 46.1 46.1 40.0 6.09 13.5 1.89 0.803 0.697 0.738 0.933 0.782
CESM2_CCAM [-] 31.5 31.5 39.8 -8.30 13.6 1.93 0.746 0.726 0.750 0.966 0.789
CESM2_CMIP6 [-] 53.6 53.6 40.8 12.8 23.0 3.18 0.649 0.572 0.406 0.920 0.630
CMCC-ESM2_BARPA [-] 42.7 42.7 40.0 2.75 12.1 2.25 0.863 0.706 0.698 0.975 0.799
CMCC-ESM2_CCAM [-] 59.3 59.3 39.8 19.4 24.6 2.49 0.552 0.643 0.598 0.967 0.685
CMCC-ESM2_CMIP6 [-] 51.6 51.6 40.8 10.8 20.3 2.53 0.656 0.635 0.518 0.861 0.664
CNRM-ESM2-1_CCAM [-] 40.2 40.2 39.8 0.382 12.1 2.23 0.866 0.702 0.645 0.959 0.783
CNRM-ESM2-1_CMIP6 [-] 38.7 38.7 40.1 -1.41 11.1 2.49 0.867 0.712 0.667 0.995 0.799
EC-Earth3_BARPA [-] 33.6 33.6 40.0 -6.41 12.9 2.02 0.791 0.718 0.707 0.964 0.787
EC-Earth3_CCAM [-] 39.7 39.7 39.8 -0.123 16.9 2.69 0.872 0.592 0.544 0.955 0.724
EC-Earth3_CMIP6 [-] 29.8 29.8 40.7 -10.9 17.0 2.70 0.687 0.670 0.585 0.749 0.673
ERA5_BARPA [-] 48.9 48.9 40.1 8.86 13.6 2.01 0.736 0.755 0.718 0.965 0.789
ERA5_CCAM [-] 50.7 50.7 39.9 10.7 15.6 2.36 0.698 0.734 0.606 0.991 0.755
MPI-ESM1-2-HR_BARPA [-] 37.9 37.9 40.0 -2.04 11.4 2.03 0.854 0.725 0.755 0.975 0.816
MPI-ESM1-2-HR_CMIP6 [-] 24.2 24.2 39.4 -15.2 17.5 2.74 0.593 0.752 0.634 0.861 0.715
NorESM2-MM_BARPA [-] 51.5 51.5 40.0 11.5 17.0 2.31 0.691 0.680 0.696 0.906 0.737
NorESM2-MM_CCAM [-] 56.0 56.0 39.8 16.1 20.1 1.78 0.603 0.716 0.771 0.989 0.764
NorESM2-MM_CMIP6 [-] 58.7 58.7 40.8 17.9 22.5 2.60 0.572 0.725 0.570 0.843 0.683
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 [-] 25.2
ACCESS-CM2_BARPA [-] 36.2 35.6 25.2 37.3 10.4 15.6 0.954 0.765 0.751 0.905 0.991 0.832
ACCESS-CM2_CCAM [-] 36.3 36.1 25.2 36.7 10.9 16.4 1.00 0.759 0.743 0.905 0.956 0.836
ACCESS-CM2_CMIP6 [-] 35.7 35.7 25.5 35.6 10.2 16.6 0.778 0.761 0.721 0.926 0.990 0.834
ACCESS-ESM1-5_BARPA [-] 32.8 32.5 25.2 33.5 7.26 13.9 0.845 0.818 0.748 0.923 0.922 0.851
ACCESS-ESM1-5_CCAM [-] 34.3 35.2 25.2 32.5 10.0 18.0 1.12 0.749 0.709 0.884 0.702 0.788
ACCESS-ESM1-5_CMIP6 [-] 35.9 36.1 25.2 34.6 10.9 19.6 1.18 0.746 0.658 0.883 0.926 0.795
CESM2_BARPA [-] 27.1 27.1 25.2 27.0 1.89 12.1 1.36 0.884 0.751 0.850 0.973 0.847
CESM2_CCAM [-] 17.8 19.2 25.2 15.2 -6.02 15.8 2.00 0.848 0.691 0.714 0.904 0.775
CESM2_CMIP6 [-] 34.8 35.7 25.4 30.4 10.3 19.1 0.949 0.744 0.689 0.913 0.842 0.791
CMCC-ESM2_BARPA [-] 25.5 24.8 25.2 26.8 -0.398 14.5 2.00 0.912 0.695 0.744 0.859 0.784
CMCC-ESM2_CCAM [-] 44.4 43.8 25.2 45.7 18.6 24.5 1.50 0.621 0.671 0.828 0.965 0.758
CMCC-ESM2_CMIP6 [-] 51.2 50.6 25.4 53.9 25.1 37.0 0.883 0.537 0.517 0.919 0.586 0.642
CNRM-ESM2-1_CCAM [-] 34.3 34.8 25.2 33.3 9.60 15.5 1.05 0.787 0.736 0.893 0.945 0.829
CNRM-ESM2-1_CMIP6 [-] 20.5 20.9 25.5 18.2 -4.59 13.5 1.37 0.871 0.727 0.834 0.614 0.768
EC-Earth3_BARPA [-] 20.1 20.7 25.2 18.8 -4.55 9.84 1.05 0.872 0.809 0.896 0.944 0.869
EC-Earth3_CCAM [-] 27.8 28.5 25.2 26.3 3.34 13.4 0.936 0.888 0.728 0.902 0.945 0.858
EC-Earth3_CMIP6 [-] 24.0 24.5 25.4 22.3 -0.951 14.9 0.837 0.884 0.703 0.915 0.950 0.848
ERA5_BARPA [-] 32.9 32.6 25.4 33.5 7.25 13.6 1.56 0.825 0.752 0.821 0.991 0.831
ERA5_CCAM [-] 32.8 33.8 25.3 30.9 8.49 13.5 1.00 0.799 0.778 0.889 0.876 0.845
MPI-ESM1-2-HR_BARPA [-] 21.6 21.5 25.2 21.9 -3.76 10.6 0.936 0.881 0.790 0.908 0.862 0.843
MPI-ESM1-2-HR_CMIP6 [-] 12.0 12.1 25.6 11.4 -13.4 17.2 1.11 0.692 0.767 0.877 0.766 0.765
NorESM2-MM_BARPA [-] 37.6 36.7 25.2 39.4 11.5 20.2 2.32 0.745 0.658 0.695 0.989 0.760
NorESM2-MM_CCAM [-] 46.4 46.6 25.2 46.2 21.4 25.9 1.12 0.580 0.695 0.881 0.941 0.768
NorESM2-MM_CMIP6 [-] 50.5 51.3 25.4 46.6 25.9 31.3 1.36 0.528 0.652 0.852 0.739 0.711
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 82.7
ACCESS-CM2_BARPA [-] 90.8 90.8 83.0 7.80 24.2 1.27 0.773 0.699 0.857 0.920 0.799
ACCESS-CM2_CCAM [-] 77.9 77.9 82.8 -4.91 21.6 1.32 0.797 0.716 0.846 0.965 0.808
ACCESS-CM2_CMIP6 [-] 67.9 67.9 81.9 -14.0 23.7 1.14 0.729 0.713 0.861 0.599 0.741
ACCESS-ESM1-5_BARPA [-] 83.8 83.8 83.0 0.777 26.0 1.23 0.755 0.671 0.854 0.883 0.786
ACCESS-ESM1-5_CCAM [-] 76.1 76.1 82.8 -6.70 23.1 1.43 0.808 0.682 0.829 0.993 0.803
ACCESS-ESM1-5_CMIP6 [-] 57.2 57.2 78.9 -21.7 32.3 1.15 0.637 0.667 0.876 0.234 0.707
CESM2_BARPA [-] 88.3 88.3 83.0 5.28 24.0 0.985 0.794 0.681 0.883 0.945 0.808
CESM2_CCAM [-] 71.6 71.6 82.8 -11.2 26.6 1.33 0.741 0.684 0.846 0.966 0.792
CESM2_CMIP6 [-] 71.5 71.5 78.2 -6.65 19.8 0.578 0.777 0.737 0.933 0.714 0.738
CMCC-ESM2_BARPA [-] 83.2 83.2 83.0 0.169 21.6 1.26 0.806 0.729 0.857 0.989 0.831
CMCC-ESM2_CCAM [-] 88.5 88.5 82.8 5.70 24.8 1.44 0.741 0.716 0.830 0.887 0.791
CMCC-ESM2_CMIP6 [-] 69.5 69.5 78.2 -8.73 23.8 0.898 0.683 0.765 0.892 0.648 0.667
CNRM-ESM2-1_CCAM [-] 71.6 71.6 82.8 -11.1 23.6 1.97 0.772 0.694 0.738 0.973 0.771
CNRM-ESM2-1_CMIP6 [-] 84.3 84.3 88.5 -4.18 21.8 1.95 0.736 0.725 0.761 0.960 0.746
EC-Earth3_BARPA [-] 77.2 77.2 83.0 -5.79 24.2 1.33 0.761 0.699 0.834 0.978 0.805
EC-Earth3_CCAM [-] 78.3 78.3 82.8 -4.47 21.8 1.39 0.795 0.722 0.822 0.962 0.808
EC-Earth3_CMIP6 [-] 62.9 62.9 80.5 -17.5 26.3 1.50 0.655 0.702 0.806 0.911 0.744
ERA5_BARPA [-] 87.1 87.1 83.1 4.01 19.8 1.30 0.800 0.754 0.836 0.992 0.833
ERA5_CCAM [-] 78.2 78.2 82.8 -4.64 20.6 1.16 0.743 0.782 0.852 0.792 0.809
MPI-ESM1-2-HR_BARPA [-] 84.7 84.7 83.0 1.67 23.9 1.44 0.753 0.713 0.847 0.853 0.794
MPI-ESM1-2-HR_CMIP6 [-] 54.0 54.0 87.0 -33.0 36.1 1.53 0.501 0.776 0.833 0.765 0.705
NorESM2-MM_BARPA [-] 93.2 93.2 83.0 10.1 24.0 1.05 0.768 0.706 0.891 0.981 0.814
NorESM2-MM_CCAM [-] 77.3 77.3 82.8 -5.53 20.8 1.03 0.771 0.744 0.889 0.965 0.821
NorESM2-MM_CMIP6 [-] 73.9 73.9 78.2 -4.30 17.7 0.771 0.783 0.781 0.908 0.523 0.726
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 [-] 35.5
ACCESS-CM2_BARPA [-] 36.2 36.2 35.3 31.2 0.874 15.8 1.84 0.809 0.635 0.746 0.781 0.749
ACCESS-CM2_CCAM [-] 33.8 33.8 35.4 28.1 -1.58 12.3 1.11 0.862 0.701 0.867 0.827 0.812
ACCESS-CM2_CMIP6 [-] 31.2 31.2 33.7 -2.56 16.7 1.62 0.812 0.573 0.779 0.577 0.717
ACCESS-ESM1-5_BARPA [-] 29.1 29.1 35.3 26.8 -6.17 15.4 1.90 0.797 0.656 0.752 0.589 0.721
ACCESS-ESM1-5_CCAM [-] 26.9 27.0 35.4 20.7 -8.43 14.6 0.932 0.761 0.695 0.891 0.721 0.768
ACCESS-ESM1-5_CMIP6 [-] 27.2 27.2 35.2 -8.01 22.1 4.08 0.754 0.509 0.397 0.474 0.529
CESM2_BARPA [-] 31.4 31.4 35.3 23.0 -3.88 12.6 1.17 0.841 0.701 0.836 0.884 0.811
CESM2_CCAM [-] 33.0 33.1 35.4 18.8 -2.34 14.3 0.645 0.842 0.671 0.924 0.958 0.839
CESM2_CMIP6 [-] 28.1 28.1 35.4 -7.35 15.0 1.00 0.735 0.681 0.865 0.707 0.721
CMCC-ESM2_BARPA [-] 30.2 30.2 35.3 23.5 -5.07 14.0 1.71 0.821 0.677 0.761 0.756 0.754
CMCC-ESM2_CCAM [-] 43.8 43.8 35.4 39.9 8.42 17.2 2.31 0.729 0.657 0.682 0.836 0.709
CMCC-ESM2_CMIP6 [-] 33.9 33.9 35.4 -1.56 13.5 1.64 0.811 0.691 0.773 0.383 0.688
CNRM-ESM2-1_CCAM [-] 36.7 36.7 35.4 31.7 1.32 14.3 2.07 0.828 0.663 0.736 0.784 0.756
CNRM-ESM2-1_CMIP6 [-] 34.0 34.0 34.3 -0.305 12.4 0.854 0.838 0.686 0.929 0.987 0.836
EC-Earth3_BARPA [-] 29.5 29.6 35.3 20.3 -5.74 13.9 1.31 0.794 0.690 0.838 0.938 0.795
EC-Earth3_CCAM [-] 36.0 36.1 35.4 24.6 0.654 13.7 1.45 0.870 0.662 0.815 0.994 0.804
EC-Earth3_CMIP6 [-] 27.5 27.5 35.2 -7.73 16.8 2.15 0.769 0.621 0.710 0.899 0.731
ERA5_BARPA [-] 36.6 36.6 35.2 31.4 1.39 12.5 1.51 0.813 0.716 0.792 0.775 0.775
ERA5_CCAM [-] 33.6 33.6 35.3 25.8 -1.69 10.2 1.24 0.858 0.758 0.852 0.832 0.817
MPI-ESM1-2-HR_BARPA [-] 29.6 29.7 35.3 21.0 -5.62 12.8 0.851 0.818 0.705 0.901 0.835 0.819
MPI-ESM1-2-HR_CMIP6 [-] 15.2 15.2 34.5 -19.3 22.4 0.840 0.517 0.702 0.903 0.319 0.622
NorESM2-MM_BARPA [-] 39.3 39.3 35.3 34.5 3.97 16.0 1.66 0.773 0.650 0.787 0.851 0.756
NorESM2-MM_CCAM [-] 37.1 37.1 35.4 35.7 1.67 16.1 1.52 0.768 0.663 0.819 0.601 0.715
NorESM2-MM_CMIP6 [-] 35.3 35.3 35.4 -0.169 13.9 0.830 0.782 0.701 0.905 0.587 0.718
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 [-] 122.
ACCESS-CM2_BARPA [-] 104. 105. 122. 91.6 -17.0 69.3 0.420 0.820 0.690 0.972 0.753 0.796
ACCESS-CM2_CCAM [-] 81.0 80.8 122. 82.9 -41.4 77.4 0.552 0.769 0.674 0.960 0.627 0.748
ACCESS-CM2_CMIP6 [-] 69.3 69.3 118. -48.4 87.0 0.395 0.717 0.629 0.971 0.499 0.696
ACCESS-ESM1-5_BARPA [-] 111. 112. 122. 99.6 -9.88 52.4 0.386 0.846 0.762 0.974 0.787 0.833
ACCESS-ESM1-5_CCAM [-] 126. 126. 122. 132. 3.67 52.6 0.312 0.891 0.743 0.976 0.946 0.873
ACCESS-ESM1-5_CMIP6 [-] 114. 114. 122. -7.31 60.2 0.494 0.945 0.688 0.964 0.831 0.839
CESM2_BARPA [-] 85.4 85.7 122. 80.9 -36.2 59.3 0.343 0.793 0.754 0.977 0.978 0.862
CESM2_CCAM [-] 108. 109. 122. 103. -13.7 51.1 0.785 0.881 0.755 0.936 0.883 0.852
CESM2_CMIP6 [-] 98.7 98.7 115. -16.8 53.1 0.766 0.873 0.737 0.932 0.779 0.820
CMCC-ESM2_BARPA [-] 80.9 81.0 122. 79.9 -40.9 63.9 0.403 0.774 0.741 0.971 0.981 0.853
CMCC-ESM2_CCAM [-] 111. 110. 122. 121. -12.6 36.3 0.229 0.890 0.830 0.984 0.776 0.866
CMCC-ESM2_CMIP6 [-] 98.4 98.4 115. -17.1 34.8 0.110 0.871 0.838 0.992 0.440 0.791
CNRM-ESM2-1_CCAM [-] 84.0 83.7 122. 87.6 -38.5 65.3 0.382 0.784 0.729 0.973 0.835 0.819
CNRM-ESM2-1_CMIP6 [-] 60.3 60.3 114. -54.0 86.7 0.00 0.708 0.651 1.00 0.854 0.787
EC-Earth3_BARPA [-] 115. 115. 122. 118. -6.95 48.3 0.848 0.867 0.778 0.937 0.962 0.874
EC-Earth3_CCAM [-] 124. 123. 122. 136. 0.588 46.0 0.776 0.899 0.777 0.944 0.919 0.873
EC-Earth3_CMIP6 [-] 105. 105. 116. -11.2 50.0 0.759 0.874 0.761 0.941 0.876 0.852
ERA5_BARPA [-] 115. 115. 122. 111. -7.20 52.1 0.513 0.875 0.748 0.943 0.952 0.865
ERA5_CCAM [-] 119. 119. 123. 127. -3.96 31.1 0.543 0.902 0.851 0.964 0.870 0.892
MPI-ESM1-2-HR_BARPA [-] 95.7 96.3 122. 88.1 -25.7 59.5 0.294 0.800 0.753 0.975 0.816 0.827
MPI-ESM1-2-HR_CMIP6 [-] 44.1 44.1 117. -73.1 109. 0.394 0.617 0.611 0.972 0.782 0.730
NorESM2-MM_BARPA [-] 120. 120. 122. 120. -2.13 44.7 0.450 0.877 0.787 0.963 0.974 0.888
NorESM2-MM_CCAM [-] 139. 138. 122. 152. 16.1 42.6 0.505 0.856 0.820 0.965 0.861 0.869
NorESM2-MM_CMIP6 [-] 124. 124. 115. 8.78 42.7 0.544 0.876 0.796 0.968 0.774 0.847
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 [-] 50.3
ACCESS-CM2_BARPA [-] 73.9 57.5 50.8 87.3 6.65 25.7 0.994 0.808 0.712 0.900 0.972 0.821
ACCESS-CM2_CCAM [-] 59.2 50.5 50.7 66.1 -0.115 24.7 1.00 0.785 0.731 0.890 0.765 0.780
ACCESS-CM2_CMIP6 [-] 69.6 53.9 55.3 87.4 -1.39 31.5 0.931 0.785 0.675 0.887 0.799 0.764
ACCESS-ESM1-5_BARPA [-] 64.9 53.9 50.8 73.8 3.10 21.9 0.884 0.824 0.738 0.916 0.974 0.838
ACCESS-ESM1-5_CCAM [-] 65.4 55.6 50.7 73.3 4.97 26.3 1.03 0.780 0.713 0.895 0.949 0.810
ACCESS-ESM1-5_CMIP6 [-] 73.9 59.5 54.0 91.3 5.48 31.6 1.19 0.785 0.660 0.887 0.954 0.789
CESM2_BARPA [-] 60.2 47.7 50.8 70.5 -3.14 21.0 1.04 0.843 0.743 0.909 0.948 0.837
CESM2_CCAM [-] 63.8 41.8 50.7 81.3 -8.83 24.2 1.37 0.821 0.721 0.876 0.965 0.821
CESM2_CMIP6 [-] 64.3 56.1 53.9 73.3 2.23 26.8 0.935 0.784 0.718 0.911 0.877 0.801
CMCC-ESM2_BARPA [-] 58.2 43.6 50.8 70.2 -7.20 24.2 1.44 0.828 0.716 0.867 0.907 0.807
CMCC-ESM2_CCAM [-] 74.0 61.2 50.7 84.2 10.6 26.3 1.27 0.758 0.739 0.877 0.872 0.797
CMCC-ESM2_CMIP6 [-] 75.9 67.1 53.9 85.6 13.2 36.6 0.938 0.708 0.691 0.908 0.880 0.776
CNRM-ESM2-1_CCAM [-] 56.8 49.3 50.7 62.9 -1.36 22.9 1.11 0.798 0.737 0.877 0.759 0.782
CNRM-ESM2-1_CMIP6 [-] 57.6 41.6 54.2 77.5 -12.7 26.4 1.13 0.787 0.721 0.887 0.834 0.790
EC-Earth3_BARPA [-] 65.1 46.2 50.8 80.5 -4.58 19.5 0.967 0.845 0.760 0.905 0.978 0.850
EC-Earth3_CCAM [-] 67.0 52.2 50.7 78.8 1.55 21.9 1.00 0.847 0.732 0.887 0.971 0.834
EC-Earth3_CMIP6 [-] 62.1 47.5 52.4 76.7 -4.97 25.9 1.02 0.797 0.722 0.892 0.950 0.817
ERA5_BARPA [-] 67.7 55.4 51.0 77.9 4.35 20.1 1.22 0.845 0.762 0.882 0.968 0.844
ERA5_CCAM [-] 62.6 54.9 50.9 68.7 4.08 19.3 0.956 0.802 0.789 0.896 0.942 0.843
MPI-ESM1-2-HR_BARPA [-] 57.4 43.3 50.8 69.0 -7.53 22.5 0.901 0.811 0.748 0.918 0.965 0.838
MPI-ESM1-2-HR_CMIP6 [-] 49.3 29.2 53.8 69.9 -24.6 35.9 0.999 0.649 0.712 0.909 0.816 0.760
NorESM2-MM_BARPA [-] 79.2 60.4 50.8 94.6 9.57 25.7 1.56 0.808 0.708 0.853 0.978 0.811
NorESM2-MM_CCAM [-] 66.4 61.5 50.7 70.4 10.8 27.7 1.02 0.729 0.747 0.906 0.854 0.796
NorESM2-MM_CMIP6 [-] 79.4 70.4 53.9 89.2 16.6 32.6 1.17 0.713 0.732 0.873 0.896 0.789
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 [-] 112.
ACCESS-CM2_BARPA [-] 140. 119. 111. 144. 7.76 79.8 0.716 0.852 0.622 0.952 0.729 0.755
ACCESS-CM2_CCAM [-] 98.0 90.9 112. 99.4 -21.0 62.4 0.855 0.861 0.684 0.930 0.891 0.810
ACCESS-CM2_CMIP6 [-] 124. 101. 112. 132. -11.5 94.4 1.05 0.840 0.554 0.886 0.899 0.746
ACCESS-ESM1-5_BARPA [-] 107. 110. 111. 107. -1.58 53.6 0.601 0.892 0.724 0.959 0.922 0.844
ACCESS-ESM1-5_CCAM [-] 116. 118. 112. 115. 6.40 60.1 0.836 0.926 0.681 0.926 0.996 0.842
ACCESS-ESM1-5_CMIP6 [-] 148. 144. 116. 150. 28.5 92.6 0.672 0.831 0.583 0.957 0.815 0.754
CESM2_BARPA [-] 101. 92.4 111. 103. -18.9 53.1 0.380 0.864 0.736 0.972 0.972 0.856
CESM2_CCAM [-] 137. 115. 112. 141. 2.92 56.4 0.721 0.891 0.703 0.948 0.854 0.820
CESM2_CMIP6 [-] 105. 107. 111. 104. -3.30 47.8 0.465 0.916 0.738 0.963 0.683 0.808
CMCC-ESM2_BARPA [-] 95.1 75.2 111. 99.6 -36.1 60.4 0.601 0.785 0.729 0.959 0.988 0.838
CMCC-ESM2_CCAM [-] 124. 112. 112. 127. 0.429 30.8 0.629 0.924 0.834 0.956 0.985 0.907
CMCC-ESM2_CMIP6 [-] 127. 114. 111. 132. 3.21 39.2 0.501 0.875 0.809 0.965 0.955 0.883
CNRM-ESM2-1_CCAM [-] 86.2 90.7 112. 85.3 -21.2 47.2 0.533 0.861 0.767 0.960 0.986 0.868
CNRM-ESM2-1_CMIP6 [-] 102. 71.6 109. 115. -37.8 66.9 0.439 0.774 0.699 0.967 0.974 0.823
EC-Earth3_BARPA [-] 128. 119. 111. 129. 8.00 54.5 0.475 0.877 0.730 0.963 0.756 0.811
EC-Earth3_CCAM [-] 132. 135. 112. 131. 23.4 60.3 0.605 0.841 0.705 0.942 0.906 0.820
EC-Earth3_CMIP6 [-] 130. 127. 112. 131. 14.2 61.9 0.553 0.864 0.692 0.952 0.928 0.826
ERA5_BARPA [-] 115. 116. 112. 115. 4.09 48.0 0.611 0.890 0.751 0.958 0.895 0.849
ERA5_CCAM [-] 112. 127. 113. 108. 14.3 35.8 0.487 0.874 0.828 0.960 0.928 0.884
MPI-ESM1-2-HR_BARPA [-] 110. 113. 111. 109. 1.44 70.1 0.428 0.836 0.675 0.971 0.651 0.762
MPI-ESM1-2-HR_CMIP6 [-] 113. 81.0 112. 123. -31.1 82.4 0.595 0.770 0.640 0.963 0.553 0.713
NorESM2-MM_BARPA [-] 145. 120. 111. 150. 8.45 52.0 0.468 0.887 0.730 0.957 0.820 0.825
NorESM2-MM_CCAM [-] 107. 117. 112. 105. 5.47 39.0 0.534 0.905 0.796 0.949 0.986 0.886
NorESM2-MM_CMIP6 [-] 135. 132. 111. 136. 21.7 43.8 0.612 0.856 0.791 0.946 0.905 0.858
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.5
ACCESS-CM2_BARPA [-] 62.5 62.5 49.5 13.0 19.5 0.782 0.743 0.730 0.937 0.964 0.821
ACCESS-CM2_CCAM [-] 65.7 65.7 49.5 16.2 23.2 0.475 0.691 0.687 0.957 0.942 0.793
ACCESS-CM2_CMIP6 [-] 67.3 67.3 48.7 18.6 24.6 0.774 0.637 0.675 0.949 0.954 0.778
ACCESS-ESM1-5_BARPA [-] 62.5 62.5 49.5 13.0 21.3 0.714 0.744 0.695 0.942 0.994 0.814
ACCESS-ESM1-5_CCAM [-] 76.4 76.4 49.5 26.9 35.7 0.462 0.546 0.587 0.955 0.905 0.716
ACCESS-ESM1-5_CMIP6 [-] 71.9 71.9 50.1 21.8 34.8 0.785 0.616 0.539 0.948 0.833 0.695
CESM2_BARPA [-] 56.5 56.5 49.5 7.01 15.9 0.445 0.839 0.735 0.954 0.992 0.851
CESM2_CCAM [-] 41.0 41.0 49.5 -8.51 15.5 1.15 0.820 0.753 0.891 0.993 0.842
CESM2_CMIP6 [-] 74.9 74.9 49.6 25.3 34.5 0.487 0.549 0.581 0.956 0.994 0.732
CMCC-ESM2_BARPA [-] 51.1 51.1 49.5 1.60 15.9 0.727 0.905 0.709 0.932 0.996 0.850
CMCC-ESM2_CCAM [-] 73.2 73.2 49.5 23.7 32.6 0.607 0.586 0.602 0.947 0.942 0.735
CMCC-ESM2_CMIP6 [-] 68.2 68.2 49.6 18.6 27.7 0.893 0.649 0.620 0.932 0.952 0.755
CNRM-ESM2-1_CCAM [-] 57.0 57.0 49.5 7.46 16.9 0.807 0.835 0.714 0.935 0.981 0.836
CNRM-ESM2-1_CMIP6 [-] 48.0 48.0 49.4 -1.42 17.3 1.35 0.828 0.712 0.855 0.659 0.753
EC-Earth3_BARPA [-] 37.6 37.6 49.5 -11.9 14.9 0.742 0.759 0.823 0.942 0.898 0.849
EC-Earth3_CCAM [-] 50.4 50.4 49.5 0.946 18.9 0.594 0.928 0.653 0.944 0.982 0.832
EC-Earth3_CMIP6 [-] 34.2 34.2 49.4 -15.2 17.8 0.801 0.698 0.811 0.934 0.974 0.845
ERA5_BARPA [-] 56.4 56.4 49.6 6.73 15.5 0.594 0.843 0.743 0.943 0.997 0.854
ERA5_CCAM [-] 66.7 66.7 49.6 17.1 21.8 0.719 0.679 0.737 0.933 0.985 0.814
MPI-ESM1-2-HR_BARPA [-] 34.0 34.0 49.5 -15.6 18.4 1.31 0.698 0.804 0.856 0.851 0.802
MPI-ESM1-2-HR_CMIP6 [-] 23.1 23.1 50.1 -27.0 28.9 1.64 0.527 0.788 0.808 0.825 0.747
NorESM2-MM_BARPA [-] 64.8 64.8 49.5 15.3 25.8 1.46 0.706 0.630 0.824 0.944 0.747
NorESM2-MM_CCAM [-] 71.0 71.0 49.5 21.5 25.4 0.840 0.619 0.745 0.928 0.997 0.807
NorESM2-MM_CMIP6 [-] 82.4 82.4 49.6 32.8 37.0 1.10 0.468 0.671 0.898 0.928 0.727
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 [-] 61.0
ACCESS-CM2_BARPA [-] 70.5 70.5 61.0 9.50 20.8 0.532 0.827 0.785 0.949 0.984 0.866
ACCESS-CM2_CCAM [-] 61.3 61.3 61.0 0.259 19.3 0.646 0.847 0.791 0.935 0.814 0.836
ACCESS-CM2_CMIP6 [-] 58.6 58.6 69.2 -10.6 28.4 1.10 0.768 0.728 0.889 0.410 0.704
ACCESS-ESM1-5_BARPA [-] 75.0 75.0 61.0 14.0 25.5 0.575 0.796 0.742 0.943 0.988 0.842
ACCESS-ESM1-5_CCAM [-] 82.9 82.9 61.0 21.9 30.7 0.531 0.710 0.755 0.957 0.922 0.820
ACCESS-ESM1-5_CMIP6 [-] 69.3 69.3 58.5 10.9 26.6 0.668 0.811 0.680 0.956 0.754 0.776
CESM2_BARPA [-] 67.4 67.4 61.0 6.39 24.0 0.759 0.863 0.726 0.945 0.988 0.849
CESM2_CCAM [-] 60.0 60.0 61.0 -1.03 20.3 1.26 0.925 0.745 0.865 0.997 0.855
CESM2_CMIP6 [-] 75.3 75.3 59.6 15.8 24.5 1.18 0.772 0.743 0.876 0.997 0.826
CMCC-ESM2_BARPA [-] 54.8 54.8 61.0 -6.24 21.5 0.813 0.868 0.754 0.920 0.989 0.857
CMCC-ESM2_CCAM [-] 64.7 64.7 61.0 3.69 16.8 0.551 0.870 0.811 0.947 0.931 0.874
CMCC-ESM2_CMIP6 [-] 70.2 70.2 59.6 10.6 21.6 0.895 0.830 0.750 0.917 0.989 0.847
CNRM-ESM2-1_CCAM [-] 64.2 64.2 61.0 3.13 18.8 0.703 0.872 0.781 0.937 0.769 0.828
CNRM-ESM2-1_CMIP6 [-] 60.9 60.9 61.3 -0.309 19.0 1.02 0.912 0.762 0.917 0.994 0.870
EC-Earth3_BARPA [-] 52.9 52.9 61.0 -8.15 20.6 0.899 0.858 0.777 0.928 0.984 0.865
EC-Earth3_CCAM [-] 58.3 58.3 61.0 -2.74 17.2 0.553 0.912 0.791 0.944 0.917 0.871
EC-Earth3_CMIP6 [-] 46.5 46.5 59.9 -13.3 19.7 0.887 0.806 0.808 0.921 0.958 0.860
ERA5_BARPA [-] 68.0 68.0 61.3 6.67 19.3 0.759 0.860 0.782 0.910 0.984 0.864
ERA5_CCAM [-] 73.0 73.0 61.3 11.7 19.5 0.682 0.817 0.816 0.934 0.883 0.853
MPI-ESM1-2-HR_BARPA [-] 39.8 39.8 61.0 -21.2 27.1 1.04 0.724 0.783 0.895 0.881 0.813
MPI-ESM1-2-HR_CMIP6 [-] 18.2 18.2 61.8 -43.6 48.7 0.752 0.500 0.713 0.952 0.326 0.641
NorESM2-MM_BARPA [-] 74.0 74.0 61.0 13.0 26.5 0.761 0.807 0.720 0.945 0.994 0.837
NorESM2-MM_CCAM [-] 73.2 73.2 61.0 12.2 24.2 0.727 0.787 0.770 0.948 0.472 0.750
NorESM2-MM_CMIP6 [-] 86.0 86.0 59.6 26.4 32.8 0.775 0.657 0.739 0.939 0.775 0.770
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 85.0
ACCESS-CM2_BARPA [-] 90.7 90.7 85.5 5.21 32.1 0.749 0.823 0.679 0.944 0.989 0.823
ACCESS-CM2_CCAM [-] 83.4 83.4 85.3 -1.86 27.8 1.08 0.820 0.725 0.893 0.781 0.789
ACCESS-CM2_CMIP6 [-] 73.9 73.9 91.4 -17.5 32.6 1.25 0.768 0.695 0.885 0.255 0.659
ACCESS-ESM1-5_BARPA [-] 91.9 91.9 85.5 6.45 32.6 0.859 0.825 0.676 0.931 0.967 0.815
ACCESS-ESM1-5_CCAM [-] 103. 103. 85.3 17.3 33.1 1.35 0.773 0.702 0.846 0.990 0.803
ACCESS-ESM1-5_CMIP6 [-] 83.0 83.0 79.5 3.53 33.5 0.993 0.848 0.570 0.902 0.451 0.668
CESM2_BARPA [-] 94.0 94.0 85.5 8.48 37.6 0.978 0.834 0.626 0.906 0.956 0.790
CESM2_CCAM [-] 75.1 75.1 85.3 -10.2 22.6 1.02 0.831 0.785 0.918 0.993 0.862
CESM2_CMIP6 [-] 102. 102. 83.3 18.3 30.1 1.32 0.755 0.701 0.872 0.953 0.796
CMCC-ESM2_BARPA [-] 89.0 89.0 85.5 3.49 36.8 1.57 0.845 0.628 0.818 0.959 0.775
CMCC-ESM2_CCAM [-] 104. 104. 85.3 19.0 36.1 1.17 0.743 0.678 0.881 0.928 0.782
CMCC-ESM2_CMIP6 [-] 95.2 95.2 83.3 11.9 25.8 0.876 0.830 0.707 0.935 0.920 0.820
CNRM-ESM2-1_CCAM [-] 82.8 82.8 85.3 -2.53 27.0 1.23 0.842 0.724 0.864 0.935 0.818
CNRM-ESM2-1_CMIP6 [-] 89.3 89.3 87.2 2.12 26.7 0.784 0.843 0.715 0.948 0.823 0.809
EC-Earth3_BARPA [-] 82.2 82.2 85.5 -3.25 30.7 0.556 0.803 0.717 0.954 0.874 0.813
EC-Earth3_CCAM [-] 86.9 86.9 85.3 1.63 24.5 1.40 0.871 0.739 0.825 0.946 0.824
EC-Earth3_CMIP6 [-] 62.8 62.8 86.3 -23.5 27.8 0.704 0.715 0.813 0.959 0.942 0.848
ERA5_BARPA [-] 88.5 88.5 85.7 2.83 27.5 1.29 0.842 0.723 0.849 0.989 0.825
ERA5_CCAM [-] 95.6 95.6 85.5 10.1 21.6 0.878 0.828 0.805 0.899 0.939 0.855
MPI-ESM1-2-HR_BARPA [-] 62.8 62.8 85.5 -22.7 30.1 0.398 0.722 0.790 0.963 0.958 0.845
MPI-ESM1-2-HR_CMIP6 [-] 40.4 40.4 86.1 -45.7 49.2 0.750 0.510 0.773 0.913 0.818 0.757
NorESM2-MM_BARPA [-] 97.6 97.6 85.5 12.1 34.2 1.01 0.810 0.670 0.893 0.967 0.802
NorESM2-MM_CCAM [-] 80.2 80.2 85.3 -5.13 24.9 0.902 0.807 0.776 0.915 0.724 0.800
NorESM2-MM_CMIP6 [-] 95.7 95.7 83.3 12.4 26.6 2.02 0.813 0.719 0.730 0.930 0.782
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 [-] 57.7
ACCESS-CM2_BARPA [-] 56.4 56.3 58.0 76.1 -1.72 30.1 0.809 0.914 0.734 0.945 0.908 0.847
ACCESS-CM2_CCAM [-] 51.4 51.3 57.9 63.4 -6.57 25.3 0.551 0.903 0.777 0.961 0.639 0.812
ACCESS-CM2_CMIP6 [-] 54.9 54.9 62.8 -7.90 36.0 0.569 0.873 0.701 0.969 0.267 0.702
ACCESS-ESM1-5_BARPA [-] 63.7 63.5 58.0 86.3 5.49 20.2 0.241 0.901 0.830 0.983 0.975 0.904
ACCESS-ESM1-5_CCAM [-] 77.7 77.6 57.9 102. 19.7 33.9 0.661 0.801 0.750 0.954 0.983 0.848
ACCESS-ESM1-5_CMIP6 [-] 71.7 71.7 61.0 10.8 30.0 0.443 0.874 0.751 0.973 0.884 0.847
CESM2_BARPA [-] 45.6 45.4 58.0 66.7 -12.6 24.9 0.512 0.868 0.795 0.969 0.835 0.852
CESM2_CCAM [-] 45.6 45.4 57.9 71.9 -12.5 31.1 0.757 0.871 0.736 0.953 0.992 0.858
CESM2_CMIP6 [-] 71.5 71.5 58.1 13.4 33.2 0.680 0.857 0.722 0.957 0.902 0.832
CMCC-ESM2_BARPA [-] 39.8 39.7 58.0 62.2 -18.4 32.7 0.406 0.815 0.743 0.969 0.845 0.823
CMCC-ESM2_CCAM [-] 59.6 59.4 57.9 86.6 1.56 19.0 0.673 0.939 0.825 0.960 0.961 0.902
CMCC-ESM2_CMIP6 [-] 84.6 84.6 58.1 26.5 46.3 0.630 0.747 0.668 0.964 0.966 0.803
CNRM-ESM2-1_CCAM [-] 57.0 56.9 57.9 73.3 -0.957 20.6 0.324 0.926 0.812 0.978 0.811 0.868
CNRM-ESM2-1_CMIP6 [-] 41.7 41.7 60.7 -19.0 39.6 0.606 0.794 0.703 0.965 0.966 0.826
EC-Earth3_BARPA [-] 49.2 49.0 58.0 86.0 -9.06 21.5 0.384 0.892 0.819 0.973 0.984 0.897
EC-Earth3_CCAM [-] 60.7 60.5 57.9 97.4 2.58 19.3 0.361 0.936 0.820 0.974 0.989 0.908
EC-Earth3_CMIP6 [-] 55.6 55.6 57.8 -2.17 27.2 0.703 0.934 0.749 0.955 0.995 0.877
ERA5_BARPA [-] 62.0 61.9 58.4 92.2 3.48 26.6 0.819 0.919 0.763 0.939 0.985 0.874
ERA5_CCAM [-] 68.2 68.0 58.2 95.3 9.76 19.6 0.314 0.891 0.841 0.978 0.984 0.907
MPI-ESM1-2-HR_BARPA [-] 40.4 40.2 58.0 69.7 -17.8 29.2 0.568 0.817 0.784 0.965 0.974 0.865
MPI-ESM1-2-HR_CMIP6 [-] 21.1 21.1 59.7 -38.5 54.8 0.630 0.648 0.659 0.963 0.911 0.768
NorESM2-MM_BARPA [-] 62.8 62.6 58.0 94.6 4.58 22.6 0.369 0.919 0.799 0.975 0.992 0.897
NorESM2-MM_CCAM [-] 83.6 83.3 57.9 125. 25.4 35.2 0.429 0.755 0.773 0.972 0.951 0.845
NorESM2-MM_CMIP6 [-] 97.3 97.3 58.1 39.2 51.8 0.604 0.657 0.692 0.964 0.975 0.796
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 [-] 74.2
ACCESS-CM2_BARPA [-] 83.8 83.2 74.7 89.2 8.51 33.9 0.597 0.892 0.767 0.957 0.979 0.872
ACCESS-CM2_CCAM [-] 75.8 74.9 74.5 82.8 0.362 28.2 0.575 0.904 0.798 0.956 0.841 0.859
ACCESS-CM2_CMIP6 [-] 71.4 71.4 77.1 -5.66 40.2 0.681 0.921 0.705 0.918 0.819 0.814
ACCESS-ESM1-5_BARPA [-] 79.5 79.0 74.7 83.8 4.30 26.4 0.523 0.908 0.811 0.966 0.974 0.894
ACCESS-ESM1-5_CCAM [-] 84.6 83.0 74.5 96.7 8.52 31.6 0.603 0.918 0.767 0.957 0.992 0.880
ACCESS-ESM1-5_CMIP6 [-] 79.9 79.9 74.5 5.46 33.3 0.688 0.925 0.742 0.955 0.983 0.869
CESM2_BARPA [-] 61.4 60.8 74.7 66.7 -13.9 31.8 0.503 0.880 0.777 0.964 0.935 0.867
CESM2_CCAM [-] 61.1 58.7 74.5 79.5 -15.8 43.9 0.657 0.853 0.700 0.947 0.920 0.824
CESM2_CMIP6 [-] 80.0 80.0 76.0 4.01 32.3 0.438 0.927 0.758 0.964 0.995 0.880
CMCC-ESM2_BARPA [-] 57.9 57.4 74.7 61.8 -17.2 40.6 0.570 0.853 0.725 0.962 0.903 0.834
CMCC-ESM2_CCAM [-] 87.3 85.7 74.5 99.9 11.2 27.9 0.510 0.885 0.817 0.962 0.970 0.890
CMCC-ESM2_CMIP6 [-] 116. 116. 76.0 39.9 60.1 0.649 0.717 0.689 0.958 0.949 0.801
CNRM-ESM2-1_CCAM [-] 77.0 75.6 74.5 87.7 1.14 25.2 0.573 0.926 0.812 0.961 0.918 0.886
CNRM-ESM2-1_CMIP6 [-] 40.4 40.4 74.9 -34.5 53.4 0.479 0.728 0.690 0.962 0.956 0.805
EC-Earth3_BARPA [-] 73.6 72.5 74.7 82.7 -2.14 23.4 0.490 0.930 0.825 0.968 0.963 0.902
EC-Earth3_CCAM [-] 94.1 91.5 74.5 114. 17.0 35.6 0.448 0.857 0.757 0.971 0.898 0.848
EC-Earth3_CMIP6 [-] 88.5 88.0 75.8 125. 12.2 39.8 0.548 0.886 0.717 0.958 0.981 0.852
ERA5_BARPA [-] 80.2 79.5 75.3 86.1 4.21 28.1 0.617 0.927 0.791 0.957 0.988 0.891
ERA5_CCAM [-] 88.3 86.4 75.1 102. 11.3 22.5 0.468 0.900 0.844 0.968 0.974 0.906
MPI-ESM1-2-HR_BARPA [-] 66.2 64.8 74.7 78.0 -9.83 28.0 0.546 0.900 0.800 0.967 0.991 0.892
MPI-ESM1-2-HR_CMIP6 [-] 38.9 38.6 75.2 66.1 -36.6 53.7 0.549 0.710 0.705 0.964 0.806 0.778
NorESM2-MM_BARPA [-] 81.5 81.1 74.7 85.1 6.45 36.7 0.449 0.912 0.733 0.971 0.990 0.868
NorESM2-MM_CCAM [-] 88.6 86.9 74.5 101. 12.4 24.6 0.369 0.892 0.837 0.976 0.990 0.907
NorESM2-MM_CMIP6 [-] 99.3 99.3 76.0 23.3 34.6 0.509 0.814 0.801 0.963 0.994 0.874
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 [-] 39.8
ACCESS-CM2_BARPA [-] 50.1 50.1 40.0 10.1 15.5 2.05 0.717 0.706 0.745 0.916 0.758
ACCESS-CM2_CCAM [-] 51.3 51.3 39.8 11.4 17.5 2.22 0.686 0.680 0.695 0.984 0.745
ACCESS-CM2_CMIP6 [-] 53.5 53.5 40.5 13.0 22.1 2.03 0.615 0.618 0.691 0.941 0.697
ACCESS-ESM1-5_BARPA [-] 44.9 44.9 40.0 4.88 14.0 1.83 0.818 0.679 0.752 0.958 0.777
ACCESS-ESM1-5_CCAM [-] 46.6 46.6 39.8 6.76 17.7 2.57 0.768 0.616 0.602 0.988 0.718
ACCESS-ESM1-5_CMIP6 [-] 48.5 48.5 41.5 6.97 26.0 3.35 0.632 0.495 0.375 0.707 0.541
CESM2_BARPA [-] 46.1 46.1 40.0 6.09 13.5 1.89 0.803 0.697 0.738 0.933 0.774
CESM2_CCAM [-] 31.5 31.5 39.8 -8.30 13.6 1.93 0.746 0.726 0.750 0.966 0.783
CESM2_CMIP6 [-] 53.6 53.6 40.8 12.8 23.0 3.18 0.649 0.572 0.406 0.920 0.624
CMCC-ESM2_BARPA [-] 42.7 42.7 40.0 2.75 12.1 2.25 0.863 0.706 0.698 0.975 0.789
CMCC-ESM2_CCAM [-] 59.3 59.3 39.8 19.4 24.6 2.49 0.552 0.643 0.598 0.967 0.680
CMCC-ESM2_CMIP6 [-] 51.6 51.6 40.8 10.8 20.3 2.53 0.656 0.635 0.518 0.861 0.661
CNRM-ESM2-1_CCAM [-] 40.2 40.2 39.8 0.382 12.1 2.23 0.866 0.702 0.645 0.959 0.775
CNRM-ESM2-1_CMIP6 [-] 38.7 38.7 40.1 -1.41 11.1 2.49 0.867 0.712 0.667 0.995 0.791
EC-Earth3_BARPA [-] 33.6 33.6 40.0 -6.41 12.9 2.02 0.791 0.718 0.707 0.964 0.780
EC-Earth3_CCAM [-] 39.7 39.7 39.8 -0.123 16.9 2.69 0.872 0.592 0.544 0.955 0.711
EC-Earth3_CMIP6 [-] 29.8 29.8 40.7 -10.9 17.0 2.70 0.687 0.670 0.585 0.749 0.672
ERA5_BARPA [-] 48.9 48.9 40.1 8.86 13.6 2.01 0.736 0.755 0.718 0.965 0.786
ERA5_CCAM [-] 50.7 50.7 39.9 10.7 15.6 2.36 0.698 0.734 0.606 0.991 0.753
MPI-ESM1-2-HR_BARPA [-] 37.9 37.9 40.0 -2.04 11.4 2.03 0.854 0.725 0.755 0.975 0.807
MPI-ESM1-2-HR_CMIP6 [-] 24.2 24.2 39.4 -15.2 17.5 2.74 0.593 0.752 0.634 0.861 0.718
NorESM2-MM_BARPA [-] 51.5 51.5 40.0 11.5 17.0 2.31 0.691 0.680 0.696 0.906 0.731
NorESM2-MM_CCAM [-] 56.0 56.0 39.8 16.1 20.1 1.78 0.603 0.716 0.771 0.989 0.759
NorESM2-MM_CMIP6 [-] 58.7 58.7 40.8 17.9 22.5 2.60 0.572 0.725 0.570 0.843 0.687
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 28.0
ACCESS-CM2_BARPA [-] 39.9 39.6 28.0 40.4 11.6 17.1 0.649 0.774 0.768 0.945 0.993 0.850
ACCESS-CM2_CCAM [-] 41.4 41.5 28.0 41.3 13.5 18.7 0.737 0.744 0.763 0.938 0.991 0.840
ACCESS-CM2_CMIP6 [-] 39.4 39.3 28.1 39.4 11.3 17.9 0.591 0.771 0.747 0.951 0.991 0.841
ACCESS-ESM1-5_BARPA [-] 37.4 37.7 28.0 36.9 9.62 16.7 0.685 0.799 0.750 0.951 0.959 0.842
ACCESS-ESM1-5_CCAM [-] 41.9 44.0 28.0 38.0 16.0 22.7 0.678 0.698 0.707 0.947 0.884 0.789
ACCESS-ESM1-5_CMIP6 [-] 41.1 41.7 28.0 36.8 13.6 22.6 0.795 0.734 0.680 0.942 0.984 0.804
CESM2_BARPA [-] 29.9 30.6 28.0 28.6 2.56 14.1 1.11 0.886 0.751 0.897 0.932 0.843
CESM2_CCAM [-] 19.2 21.0 28.0 16.0 -7.04 17.7 1.30 0.854 0.700 0.838 0.909 0.800
CESM2_CMIP6 [-] 40.2 41.6 28.1 32.7 13.5 23.6 0.705 0.726 0.669 0.949 0.942 0.791
CMCC-ESM2_BARPA [-] 27.1 26.6 28.0 28.0 -1.41 16.3 1.57 0.921 0.704 0.829 0.874 0.806
CMCC-ESM2_CCAM [-] 47.8 47.7 28.0 48.1 19.7 26.6 1.16 0.654 0.679 0.882 0.977 0.774
CMCC-ESM2_CMIP6 [-] 60.5 59.2 28.1 66.8 31.1 45.6 0.655 0.505 0.484 0.955 0.726 0.631
CNRM-ESM2-1_CCAM [-] 38.2 38.9 28.0 37.0 10.9 17.7 0.852 0.791 0.740 0.927 0.966 0.833
CNRM-ESM2-1_CMIP6 [-] 21.6 22.2 28.4 18.0 -6.16 15.8 0.869 0.863 0.733 0.905 0.576 0.762
EC-Earth3_BARPA [-] 22.1 22.7 28.0 21.1 -5.38 11.1 0.841 0.875 0.818 0.930 0.960 0.880
EC-Earth3_CCAM [-] 32.3 33.3 28.0 30.4 5.26 15.4 0.759 0.885 0.733 0.931 0.974 0.851
EC-Earth3_CMIP6 [-] 28.2 28.7 28.2 26.6 0.520 17.3 0.673 0.898 0.704 0.942 0.963 0.842
ERA5_BARPA [-] 35.4 35.5 28.3 35.4 7.19 15.4 1.43 0.851 0.746 0.849 0.994 0.837
ERA5_CCAM [-] 38.0 39.7 28.2 34.9 11.5 16.9 0.943 0.771 0.770 0.908 0.942 0.832
MPI-ESM1-2-HR_BARPA [-] 23.0 22.8 28.0 23.4 -5.28 12.4 0.732 0.869 0.798 0.940 0.915 0.864
MPI-ESM1-2-HR_CMIP6 [-] 13.3 13.2 28.2 13.3 -15.0 19.7 0.754 0.705 0.765 0.938 0.813 0.797
NorESM2-MM_BARPA [-] 40.6 40.0 28.0 41.9 11.9 22.9 2.26 0.773 0.652 0.711 0.991 0.756
NorESM2-MM_CCAM [-] 51.2 52.3 28.0 49.2 24.3 29.2 0.718 0.588 0.706 0.938 0.989 0.785
NorESM2-MM_CMIP6 [-] 58.0 59.4 28.1 50.5 31.3 37.5 0.734 0.511 0.644 0.942 0.910 0.730
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 20.9
ACCESS-CM2_BARPA [-] 30.0 29.4 20.9 31.5 8.54 13.3 1.42 0.746 0.716 0.820 0.891 0.778
ACCESS-CM2_CCAM [-] 27.8 27.8 20.9 27.8 6.88 12.9 1.41 0.790 0.703 0.838 0.992 0.805
ACCESS-CM2_CMIP6 [-] 29.7 29.3 21.0 31.3 8.36 14.4 1.11 0.737 0.661 0.869 0.993 0.784
ACCESS-ESM1-5_BARPA [-] 25.2 24.5 20.9 26.9 3.63 9.62 1.09 0.859 0.744 0.866 0.982 0.839
ACCESS-ESM1-5_CCAM [-] 21.9 21.9 20.9 21.7 1.03 10.9 1.79 0.853 0.713 0.755 0.937 0.794
ACCESS-ESM1-5_CMIP6 [-] 27.9 27.2 20.7 31.9 6.52 14.9 1.78 0.771 0.613 0.756 0.986 0.748
CESM2_BARPA [-] 22.4 21.7 20.9 23.9 0.855 9.00 1.75 0.881 0.750 0.754 0.944 0.816
CESM2_CCAM [-] 15.6 16.4 20.9 13.7 -4.48 12.9 3.05 0.836 0.673 0.463 0.949 0.719
CESM2_CMIP6 [-] 26.2 25.9 21.0 27.4 4.93 11.6 1.35 0.783 0.734 0.831 0.769 0.770
CMCC-ESM2_BARPA [-] 22.8 22.1 20.9 24.5 1.16 11.7 2.66 0.894 0.676 0.569 0.825 0.728
CMCC-ESM2_CCAM [-] 38.8 37.9 20.9 41.1 17.0 21.2 2.02 0.554 0.654 0.718 0.981 0.712
CMCC-ESM2_CMIP6 [-] 36.3 36.2 21.0 36.8 15.2 22.7 1.26 0.606 0.590 0.837 0.567 0.638
CNRM-ESM2-1_CCAM [-] 27.8 28.6 20.9 26.1 7.67 12.3 1.35 0.778 0.727 0.824 0.925 0.796
CNRM-ESM2-1_CMIP6 [-] 18.6 18.6 20.4 18.6 -1.88 9.68 2.24 0.888 0.714 0.664 0.871 0.770
EC-Earth3_BARPA [-] 16.7 17.6 20.9 14.4 -3.28 7.90 1.36 0.867 0.792 0.826 0.895 0.835
EC-Earth3_CCAM [-] 20.4 21.3 20.9 18.3 0.430 10.3 1.21 0.894 0.716 0.842 0.990 0.832
EC-Earth3_CMIP6 [-] 17.1 17.6 20.9 15.3 -3.34 11.2 1.10 0.853 0.700 0.855 0.957 0.813
ERA5_BARPA [-] 28.7 28.3 20.9 29.7 7.34 10.9 1.76 0.773 0.764 0.763 0.918 0.796
ERA5_CCAM [-] 24.3 24.9 20.9 23.0 3.91 8.27 1.10 0.855 0.796 0.849 0.974 0.854
MPI-ESM1-2-HR_BARPA [-] 19.4 19.5 20.9 19.2 -1.42 7.93 1.25 0.906 0.773 0.843 0.688 0.797
MPI-ESM1-2-HR_CMIP6 [-] 9.87 10.2 21.0 8.74 -10.8 12.9 1.71 0.663 0.771 0.737 0.684 0.726
NorESM2-MM_BARPA [-] 32.6 31.7 20.9 34.7 10.8 15.9 2.41 0.688 0.669 0.661 0.991 0.735
NorESM2-MM_CCAM [-] 38.6 37.8 20.9 40.4 16.9 20.9 1.73 0.564 0.671 0.765 0.975 0.729
NorESM2-MM_CMIP6 [-] 38.6 37.8 21.0 41.5 16.9 20.9 2.39 0.566 0.670 0.651 0.933 0.698
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 [-] 67.1
ACCESS-CM2_BARPA [-] 74.1 74.1 67.5 6.60 22.3 1.39 0.735 0.696 0.798 0.757 0.737
ACCESS-CM2_CCAM [-] 68.3 68.3 67.1 1.20 18.5 1.23 0.763 0.750 0.828 0.971 0.813
ACCESS-CM2_CMIP6 [-] 60.5 60.5 80.9 -20.3 22.4 0.00 0.594 0.787 1.00 0.772 0.788
ACCESS-ESM1-5_BARPA [-] 67.1 67.1 67.5 -0.415 24.0 1.23 0.694 0.685 0.822 0.760 0.729
ACCESS-ESM1-5_CCAM [-] 61.8 61.8 67.1 -5.28 18.8 1.30 0.770 0.731 0.828 0.988 0.809
ACCESS-ESM1-5_CMIP6 [-] 48.3 48.3 68.5 -20.2 22.3 0.00 0.589 0.786 1.00 1.00 0.832
CESM2_BARPA [-] 72.6 72.6 67.5 5.10 23.8 1.42 0.716 0.673 0.801 0.732 0.719
CESM2_CCAM [-] 63.4 63.4 67.1 -3.72 20.4 1.19 0.743 0.729 0.861 0.939 0.800
CESM2_CMIP6 [-] 66.8 66.8 65.2 1.63 11.9 0.00 0.828 0.774 1.00 0.00453 0.676
CMCC-ESM2_BARPA [-] 70.2 70.2 67.5 2.65 19.3 1.49 0.799 0.700 0.795 0.919 0.782
CMCC-ESM2_CCAM [-] 83.1 83.1 67.1 16.0 23.5 1.79 0.678 0.739 0.774 0.988 0.784
CMCC-ESM2_CMIP6 [-] 63.1 63.1 65.2 -2.10 9.66 1.55 0.850 0.819 0.827 0.107 0.684
CNRM-ESM2-1_CCAM [-] 61.2 61.2 67.1 -5.88 18.1 2.44 0.768 0.746 0.652 0.972 0.777
CNRM-ESM2-1_CMIP6 [-] 70.2 70.2 63.9 6.24 16.2 1.03 0.721 0.756 0.931 0.924 0.818
EC-Earth3_BARPA [-] 65.2 65.2 67.5 -2.32 20.6 1.70 0.796 0.675 0.739 0.973 0.772
EC-Earth3_CCAM [-] 70.0 70.0 67.1 2.90 18.6 1.47 0.756 0.748 0.799 0.975 0.805
EC-Earth3_CMIP6 [-] 61.3 61.3 65.6 -4.30 24.0 1.52 0.674 0.645 0.789 0.711 0.693
ERA5_BARPA [-] 75.5 75.5 67.6 7.91 18.6 1.87 0.774 0.742 0.752 0.904 0.783
ERA5_CCAM [-] 67.5 67.5 67.2 0.311 15.2 1.47 0.782 0.808 0.807 0.967 0.834
MPI-ESM1-2-HR_BARPA [-] 67.1 67.1 67.5 -0.482 22.5 1.54 0.740 0.678 0.806 0.832 0.747
MPI-ESM1-2-HR_CMIP6 [-] 47.0 47.0 65.9 -19.0 23.7 1.03 0.643 0.787 0.930 0.833 0.796
NorESM2-MM_BARPA [-] 82.3 82.3 67.5 14.8 23.8 1.17 0.692 0.709 0.876 0.768 0.751
NorESM2-MM_CCAM [-] 66.3 66.3 67.1 -0.857 18.1 1.42 0.747 0.770 0.830 0.935 0.810
NorESM2-MM_CMIP6 [-] 68.8 68.8 65.2 3.58 12.2 1.02 0.876 0.757 0.933 0.298 0.724
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 [-] 148.
ACCESS-CM2_BARPA [-] 169. 169. 146. 23.2 40.6 0.495 0.702 0.715 0.967 0.839 0.788
ACCESS-CM2_CCAM [-] 130. 130. 147. -16.9 31.6 0.345 0.782 0.752 0.977 0.994 0.851
ACCESS-CM2_CMIP6 [-] 104. 104. 158. -53.3 56.9 0.00 0.486 0.767 1.00 1.00 0.804
ACCESS-ESM1-5_BARPA [-] 169. 169. 146. 23.3 48.9 0.687 0.692 0.626 0.945 0.784 0.734
ACCESS-ESM1-5_CCAM [-] 137. 137. 147. -10.4 34.1 0.777 0.821 0.695 0.943 0.975 0.826
ACCESS-ESM1-5_CMIP6 [-] 65.4 65.4 121. -55.6 58.6 0.00 0.398 0.743 1.00 0.0886 0.594
CESM2_BARPA [-] 163. 163. 146. 16.8 42.0 0.534 0.741 0.650 0.954 0.890 0.777
CESM2_CCAM [-] 148. 148. 147. 0.897 41.6 0.322 0.819 0.620 0.980 0.941 0.796
CESM2_CMIP6 [-] 98.7 98.7 134. -35.1 38.8 0.00 0.589 0.779 1.00 0.541 0.738
CMCC-ESM2_BARPA [-] 144. 144. 146. -1.99 28.4 0.483 0.787 0.784 0.964 0.963 0.856
CMCC-ESM2_CCAM [-] 129. 129. 147. -18.2 30.2 0.653 0.752 0.785 0.954 0.937 0.842
CMCC-ESM2_CMIP6 [-] 77.4 77.4 134. -56.4 58.7 0.00 0.431 0.784 1.00 0.159 0.632
CNRM-ESM2-1_CCAM [-] 126. 126. 147. -21.7 35.7 1.64 0.750 0.714 0.795 0.995 0.794
CNRM-ESM2-1_CMIP6 [-] 111. 111. 125. -13.6 20.1 1.36 0.805 0.797 0.861 0.490 0.750
EC-Earth3_BARPA [-] 141. 141. 146. -5.10 35.2 0.898 0.760 0.717 0.922 0.922 0.807
EC-Earth3_CCAM [-] 129. 129. 147. -18.0 27.2 0.559 0.776 0.803 0.958 0.990 0.866
EC-Earth3_CMIP6 [-] 107. 107. 143. -35.6 42.5 0.885 0.607 0.731 0.918 0.922 0.782
ERA5_BARPA [-] 142. 142. 146. -3.85 25.5 0.847 0.792 0.812 0.915 0.990 0.864
ERA5_CCAM [-] 112. 112. 147. -35.5 39.9 0.294 0.620 0.816 0.980 0.891 0.825
MPI-ESM1-2-HR_BARPA [-] 175. 175. 146. 28.8 47.9 0.677 0.668 0.680 0.955 0.742 0.745
MPI-ESM1-2-HR_CMIP6 [-] 91.1 91.1 150. -59.1 61.0 0.418 0.444 0.821 0.972 0.871 0.786
NorESM2-MM_BARPA [-] 157. 157. 146. 10.7 31.7 0.461 0.773 0.745 0.970 0.964 0.839
NorESM2-MM_CCAM [-] 130. 130. 147. -17.5 32.1 0.295 0.758 0.763 0.979 0.993 0.852
NorESM2-MM_CMIP6 [-] 97.3 97.3 134. -36.5 39.2 0.00 0.589 0.817 1.00 0.0938 0.663
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 72.8
ACCESS-CM2_BARPA [-] 76.9 76.9 72.3 4.61 23.9 1.95 0.829 0.669 0.740 0.978 0.777
ACCESS-CM2_CCAM [-] 68.4 68.4 72.9 -4.52 22.9 2.23 0.801 0.684 0.693 0.909 0.754
ACCESS-CM2_CMIP6 [-] 67.3 67.3 76.5 -9.14 21.6 2.31 0.860 0.704 0.721 0.559 0.709
ACCESS-ESM1-5_BARPA [-] 65.7 65.7 72.3 -6.62 23.9 2.05 0.821 0.666 0.716 0.994 0.773
ACCESS-ESM1-5_CCAM [-] 66.8 66.8 72.9 -6.06 24.9 2.18 0.793 0.655 0.688 0.930 0.744
ACCESS-ESM1-5_CMIP6 [-] 59.8 59.8 74.1 -14.3 30.0 1.33 0.757 0.599 0.877 0.976 0.761
CESM2_BARPA [-] 75.6 75.6 72.3 3.27 23.9 1.35 0.848 0.662 0.808 0.980 0.792
CESM2_CCAM [-] 49.4 49.4 72.9 -23.5 29.2 2.27 0.626 0.724 0.671 0.851 0.719
CESM2_CMIP6 [-] 74.2 74.2 75.1 -0.930 22.4 1.50 0.847 0.660 0.819 0.669 0.731
CMCC-ESM2_BARPA [-] 76.2 76.2 72.3 3.90 26.2 1.84 0.830 0.655 0.740 0.947 0.766
CMCC-ESM2_CCAM [-] 86.1 86.1 72.9 13.2 30.2 1.84 0.745 0.622 0.706 0.971 0.733
CMCC-ESM2_CMIP6 [-] 81.2 81.2 75.1 6.04 24.3 1.85 0.755 0.698 0.755 0.243 0.630
CNRM-ESM2-1_CCAM [-] 62.2 62.2 72.9 -10.7 26.3 2.32 0.775 0.647 0.652 0.808 0.706
CNRM-ESM2-1_CMIP6 [-] 78.2 78.2 75.9 2.36 27.5 3.39 0.675 0.599 0.466 0.457 0.559
EC-Earth3_BARPA [-] 69.7 69.7 72.3 -2.61 24.5 1.78 0.805 0.672 0.737 0.951 0.767
EC-Earth3_CCAM [-] 72.8 72.8 72.9 -0.0567 25.5 2.26 0.801 0.648 0.640 0.981 0.743
EC-Earth3_CMIP6 [-] 54.5 54.5 70.9 -16.4 24.4 2.35 0.706 0.713 0.644 0.796 0.714
ERA5_BARPA [-] 81.3 81.3 72.4 8.81 22.3 1.30 0.801 0.706 0.771 0.987 0.794
ERA5_CCAM [-] 78.4 78.4 73.0 5.38 19.5 1.73 0.800 0.749 0.716 0.924 0.788
MPI-ESM1-2-HR_BARPA [-] 62.9 62.9 72.3 -9.47 20.7 1.74 0.797 0.731 0.740 0.991 0.798
MPI-ESM1-2-HR_CMIP6 [-] 42.6 42.6 72.6 -30.0 33.0 2.53 0.523 0.756 0.586 0.558 0.636
NorESM2-MM_BARPA [-] 85.6 85.6 72.3 13.2 27.6 1.41 0.754 0.657 0.794 0.916 0.755
NorESM2-MM_CCAM [-] 64.7 64.7 72.9 -8.22 21.0 1.35 0.790 0.723 0.806 0.929 0.794
NorESM2-MM_CMIP6 [-] 74.2 74.2 75.1 -0.954 14.1 1.51 0.894 0.772 0.778 0.858 0.815
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 [-] 59.6
ACCESS-CM2_BARPA [-] 61.7 61.7 60.1 1.59 14.0 0.905 0.831 0.718 0.877 0.973 0.823
ACCESS-CM2_CCAM [-] 59.1 59.1 59.5 -0.489 14.8 0.880 0.837 0.686 0.876 0.633 0.744
ACCESS-CM2_CMIP6 [-] 61.6 61.6 64.2 -2.62 16.0 1.02 0.866 0.625 0.813 0.398 0.665
ACCESS-ESM1-5_BARPA [-] 54.9 54.9 60.1 -5.20 13.5 0.609 0.799 0.745 0.924 0.992 0.841
ACCESS-ESM1-5_CCAM [-] 53.8 53.8 59.5 -5.74 15.7 0.994 0.834 0.671 0.854 0.686 0.743
ACCESS-ESM1-5_CMIP6 [-] 49.8 49.8 51.8 -2.01 16.0 2.51 0.933 0.575 0.523 0.917 0.705
CESM2_BARPA [-] 59.9 59.9 60.1 -0.176 11.6 0.621 0.848 0.765 0.921 0.993 0.859
CESM2_CCAM [-] 51.8 51.8 59.5 -7.79 16.2 0.904 0.787 0.702 0.883 0.831 0.781
CESM2_CMIP6 [-] 54.8 54.8 55.5 -0.690 8.89 0.00 0.893 0.790 1.00 0.406 0.776
CMCC-ESM2_BARPA [-] 55.9 55.9 60.1 -4.20 12.6 0.991 0.807 0.762 0.886 0.994 0.842
CMCC-ESM2_CCAM [-] 66.6 66.6 59.5 7.06 15.0 1.28 0.755 0.734 0.845 0.731 0.760
CMCC-ESM2_CMIP6 [-] 53.2 53.2 55.5 -2.29 8.70 0.00 0.833 0.825 1.00 0.179 0.732
CNRM-ESM2-1_CCAM [-] 52.2 52.2 59.5 -7.30 14.7 1.51 0.807 0.700 0.826 0.709 0.748
CNRM-ESM2-1_CMIP6 [-] 52.6 52.6 69.5 -16.9 20.3 1.03 0.617 0.722 0.930 1.00 0.798
EC-Earth3_BARPA [-] 48.1 48.1 60.1 -12.0 18.0 0.895 0.680 0.720 0.885 0.988 0.799
EC-Earth3_CCAM [-] 54.8 54.8 59.5 -4.78 15.1 0.791 0.843 0.683 0.891 0.658 0.752
EC-Earth3_CMIP6 [-] 44.5 44.5 58.1 -13.7 19.0 1.02 0.655 0.676 0.842 0.821 0.734
ERA5_BARPA [-] 61.7 61.7 60.1 1.56 13.6 1.31 0.829 0.735 0.849 0.991 0.828
ERA5_CCAM [-] 60.7 60.7 59.6 1.10 11.8 0.870 0.838 0.761 0.873 0.702 0.787
MPI-ESM1-2-HR_BARPA [-] 57.6 57.6 60.1 -2.48 12.0 1.53 0.840 0.762 0.847 0.984 0.839
MPI-ESM1-2-HR_CMIP6 [-] 36.9 36.9 57.3 -20.3 23.7 1.64 0.516 0.693 0.810 0.410 0.624
NorESM2-MM_BARPA [-] 63.6 63.6 60.1 3.52 14.3 0.959 0.824 0.712 0.908 0.982 0.828
NorESM2-MM_CCAM [-] 63.2 63.2 59.5 3.62 14.3 0.919 0.779 0.730 0.900 0.703 0.768
NorESM2-MM_CMIP6 [-] 62.3 62.3 55.5 6.81 12.0 0.208 0.823 0.757 0.987 0.237 0.712
Download Data
Period Mean (original grids) [mm]
Model Period Mean (intersection) [mm]
Benchmark Period Mean (intersection) [mm]
Model Period Mean (complement) [mm]
Benchmark Period Mean (complement) [mm]
Bias [mm]
RMSE [mm]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.8
ACCESS-CM2_BARPA [-] 35.9 35.9 30.4 5.48 12.1 2.03 0.780 0.693 0.736 0.988 0.778
ACCESS-CM2_CCAM [-] 32.4 32.4 30.8 1.60 9.97 1.60 0.883 0.701 0.822 0.936 0.808
ACCESS-CM2_CMIP6 [-] 31.6 31.6 29.5 2.09 12.8 1.02 0.864 0.589 0.910 0.998 0.790
ACCESS-ESM1-5_BARPA [-] 30.4 30.4 30.4 0.00670 11.9 2.37 0.866 0.648 0.698 0.980 0.768
ACCESS-ESM1-5_CCAM [-] 28.6 28.6 30.8 -2.22 12.2 1.68 0.881 0.633 0.774 0.851 0.754
ACCESS-ESM1-5_CMIP6 [-] 32.7 32.7 31.4 1.26 18.1 4.37 0.893 0.466 0.245 0.631 0.540
CESM2_BARPA [-] 31.2 31.2 30.4 0.752 10.4 1.89 0.877 0.688 0.756 0.992 0.800
CESM2_CCAM [-] 23.5 23.5 30.8 -7.31 9.79 0.741 0.753 0.784 0.931 0.979 0.846
CESM2_CMIP6 [-] 34.2 34.2 29.6 4.62 14.1 4.04 0.829 0.568 0.325 0.964 0.651
CMCC-ESM2_BARPA [-] 30.8 30.8 30.4 0.328 11.8 2.76 0.871 0.648 0.586 0.973 0.745
CMCC-ESM2_CCAM [-] 42.2 42.2 30.8 11.4 16.8 2.93 0.648 0.642 0.532 0.876 0.668
CMCC-ESM2_CMIP6 [-] 32.6 32.6 29.6 2.95 10.0 2.61 0.882 0.672 0.551 0.807 0.717
CNRM-ESM2-1_CCAM [-] 31.1 31.1 30.8 0.245 9.40 2.26 0.899 0.708 0.705 0.897 0.783
CNRM-ESM2-1_CMIP6 [-] 23.0 23.0 26.1 -3.04 7.67 0.820 0.876 0.743 0.926 0.765 0.810
EC-Earth3_BARPA [-] 22.8 22.8 30.4 -7.63 12.8 2.22 0.723 0.684 0.705 0.983 0.756
EC-Earth3_CCAM [-] 27.7 27.7 30.8 -3.10 12.7 2.70 0.870 0.623 0.616 0.949 0.736
EC-Earth3_CMIP6 [-] 22.3 22.3 30.7 -8.41 14.2 2.60 0.711 0.637 0.623 0.894 0.700
ERA5_BARPA [-] 34.7 34.7 30.4 4.25 11.2 2.30 0.804 0.698 0.678 0.980 0.772
ERA5_CCAM [-] 34.0 34.0 30.9 3.19 9.19 2.37 0.850 0.738 0.653 0.978 0.791
MPI-ESM1-2-HR_BARPA [-] 29.2 29.2 30.4 -1.26 9.70 1.17 0.879 0.707 0.874 0.994 0.832
MPI-ESM1-2-HR_CMIP6 [-] 13.2 13.2 30.5 -17.2 19.9 1.14 0.486 0.665 0.886 0.474 0.635
NorESM2-MM_BARPA [-] 37.7 37.7 30.4 7.24 13.0 2.45 0.742 0.675 0.652 0.986 0.746
NorESM2-MM_CCAM [-] 43.8 43.8 30.8 12.9 16.6 1.59 0.613 0.686 0.814 0.958 0.752
NorESM2-MM_CMIP6 [-] 42.4 42.4 29.6 12.8 15.1 1.46 0.587 0.730 0.837 0.656 0.708
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 [-] 36.7
ACCESS-CM2_BARPA [-] 36.2 36.2 36.6 31.2 -0.334 16.8 1.79 0.815 0.623 0.749 0.741 0.710
ACCESS-CM2_CCAM [-] 34.1 34.2 36.6 28.1 -2.42 12.9 0.979 0.857 0.701 0.878 0.824 0.792
ACCESS-CM2_CMIP6 [-] 31.1 31.1 35.0 -3.97 17.9 1.80 0.798 0.569 0.745 0.531 0.642
ACCESS-ESM1-5_BARPA [-] 28.8 28.8 36.6 26.8 -7.80 16.3 1.78 0.782 0.657 0.764 0.528 0.678
ACCESS-ESM1-5_CCAM [-] 26.5 26.5 36.6 20.7 -10.1 15.2 0.732 0.734 0.709 0.917 0.717 0.757
ACCESS-ESM1-5_CMIP6 [-] 25.9 25.9 36.0 -10.1 23.0 4.01 0.727 0.517 0.428 0.332 0.504
CESM2_BARPA [-] 31.4 31.5 36.6 23.0 -5.10 13.2 0.983 0.833 0.704 0.854 0.872 0.793
CESM2_CCAM [-] 35.5 35.6 36.6 18.8 -1.01 15.5 0.620 0.862 0.645 0.922 0.963 0.807
CESM2_CMIP6 [-] 26.5 26.5 37.0 -10.5 15.3 0.194 0.715 0.705 0.980 0.623 0.745
CMCC-ESM2_BARPA [-] 30.0 30.1 36.6 23.5 -6.49 14.5 1.44 0.810 0.683 0.799 0.738 0.743
CMCC-ESM2_CCAM [-] 44.2 44.2 36.6 39.9 7.63 17.3 2.14 0.747 0.661 0.715 0.840 0.725
CMCC-ESM2_CMIP6 [-] 34.2 34.2 37.0 -2.76 14.4 1.38 0.795 0.695 0.820 0.377 0.676
CNRM-ESM2-1_CCAM [-] 38.2 38.2 36.6 31.7 1.61 15.6 2.02 0.812 0.653 0.743 0.735 0.719
CNRM-ESM2-1_CMIP6 [-] 36.7 36.7 36.3 0.371 13.5 0.863 0.831 0.676 0.930 0.991 0.821
EC-Earth3_BARPA [-] 31.3 31.3 36.6 20.3 -5.25 14.2 1.06 0.809 0.692 0.868 0.917 0.795
EC-Earth3_CCAM [-] 38.2 38.3 36.6 24.6 1.65 14.0 1.11 0.870 0.670 0.860 0.994 0.813
EC-Earth3_CMIP6 [-] 29.0 29.0 36.6 -7.53 17.6 2.02 0.783 0.617 0.731 0.885 0.727
ERA5_BARPA [-] 37.1 37.1 36.5 31.4 0.642 12.9 1.30 0.815 0.719 0.817 0.751 0.764
ERA5_CCAM [-] 33.5 33.5 36.5 25.8 -2.99 10.5 0.935 0.859 0.763 0.897 0.822 0.821
MPI-ESM1-2-HR_BARPA [-] 29.8 29.8 36.6 21.0 -6.76 13.6 0.766 0.804 0.704 0.907 0.817 0.787
MPI-ESM1-2-HR_CMIP6 [-] 15.7 15.7 35.6 -19.9 23.0 0.766 0.524 0.710 0.906 0.295 0.629
NorESM2-MM_BARPA [-] 39.7 39.7 36.6 34.5 3.12 16.8 1.46 0.779 0.644 0.817 0.823 0.741
NorESM2-MM_CCAM [-] 35.3 35.3 36.6 35.7 -1.34 16.0 1.50 0.803 0.658 0.820 0.429 0.674
NorESM2-MM_CMIP6 [-] 33.4 33.4 37.0 -3.61 13.6 0.663 0.823 0.694 0.920 0.414 0.709
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 [-] 122.
ACCESS-CM2_BARPA [-] 104. 105. 122. 91.6 -17.0 69.3 0.420 0.820 0.690 0.972 0.753 0.785
ACCESS-CM2_CCAM [-] 81.0 80.8 122. 82.9 -41.4 77.4 0.552 0.769 0.674 0.960 0.627 0.741
ACCESS-CM2_CMIP6 [-] 69.3 69.3 118. -48.4 87.0 0.395 0.717 0.629 0.971 0.499 0.689
ACCESS-ESM1-5_BARPA [-] 111. 112. 122. 99.6 -9.88 52.4 0.386 0.846 0.762 0.974 0.787 0.826
ACCESS-ESM1-5_CCAM [-] 126. 126. 122. 132. 3.67 52.6 0.312 0.891 0.743 0.976 0.946 0.860
ACCESS-ESM1-5_CMIP6 [-] 114. 114. 122. -7.31 60.2 0.494 0.945 0.688 0.964 0.831 0.824
CESM2_BARPA [-] 85.4 85.7 122. 80.9 -36.2 59.3 0.343 0.793 0.754 0.977 0.978 0.851
CESM2_CCAM [-] 108. 109. 122. 103. -13.7 51.1 0.785 0.881 0.755 0.936 0.883 0.842
CESM2_CMIP6 [-] 98.7 98.7 115. -16.8 53.1 0.766 0.873 0.737 0.932 0.779 0.812
CMCC-ESM2_BARPA [-] 80.9 81.0 122. 79.9 -40.9 63.9 0.403 0.774 0.741 0.971 0.981 0.842
CMCC-ESM2_CCAM [-] 111. 110. 122. 121. -12.6 36.3 0.229 0.890 0.830 0.984 0.776 0.862
CMCC-ESM2_CMIP6 [-] 98.4 98.4 115. -17.1 34.8 0.110 0.871 0.838 0.992 0.440 0.796
CNRM-ESM2-1_CCAM [-] 84.0 83.7 122. 87.6 -38.5 65.3 0.382 0.784 0.729 0.973 0.835 0.810
CNRM-ESM2-1_CMIP6 [-] 60.3 60.3 114. -54.0 86.7 0.00 0.708 0.651 1.00 0.854 0.773
EC-Earth3_BARPA [-] 115. 115. 122. 118. -6.95 48.3 0.848 0.867 0.778 0.937 0.962 0.864
EC-Earth3_CCAM [-] 124. 123. 122. 136. 0.588 46.0 0.776 0.899 0.777 0.944 0.919 0.863
EC-Earth3_CMIP6 [-] 105. 105. 116. -11.2 50.0 0.759 0.874 0.761 0.941 0.876 0.843
ERA5_BARPA [-] 115. 115. 122. 111. -7.20 52.1 0.513 0.875 0.748 0.943 0.952 0.854
ERA5_CCAM [-] 119. 119. 123. 127. -3.96 31.1 0.543 0.902 0.851 0.964 0.870 0.888
MPI-ESM1-2-HR_BARPA [-] 95.7 96.3 122. 88.1 -25.7 59.5 0.294 0.800 0.753 0.975 0.816 0.819
MPI-ESM1-2-HR_CMIP6 [-] 44.1 44.1 117. -73.1 109. 0.394 0.617 0.611 0.972 0.782 0.719
NorESM2-MM_BARPA [-] 120. 120. 122. 120. -2.13 44.7 0.450 0.877 0.787 0.963 0.974 0.878
NorESM2-MM_CCAM [-] 139. 138. 122. 152. 16.1 42.6 0.505 0.856 0.820 0.965 0.861 0.864
NorESM2-MM_CMIP6 [-] 124. 124. 115. 8.78 42.7 0.544 0.876 0.796 0.968 0.774 0.842

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:
Interpolated Rain Gauge Precipitation

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

  History:
Thu Sep 19 19:25:47 2024: ncatted -a missing_value,RR,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/RR/v20240411/RR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked.nc.tmp Wed Aug 28 13:52:16 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/RR/v20240411/RR_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/RR/v20240411/RR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked_compressed.nc Wed Jun 05 08:51:38 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/RR/v20240411/RR_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc ./indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/RR/v20240411/RR_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 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/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 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/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 RR /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/RR/v20240411/RR_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:
RR

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

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