Mean State

Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.27
ACCESS-CM2_BARPA [-] 1.62 1.56 1.27 0.292 0.632 0.786 0.796 0.724 0.928 0.985 0.832
ACCESS-CM2_CCAM [-] 1.54 1.48 1.27 0.215 0.602 0.973 0.796 0.735 0.909 0.913 0.818
ACCESS-CM2_CMIP6 [-] 1.51 1.47 1.27 0.198 0.712 0.903 0.795 0.677 0.903 0.899 0.790
ACCESS-ESM1-5_BARPA [-] 1.53 1.46 1.27 0.186 0.505 0.904 0.838 0.751 0.918 0.988 0.849
ACCESS-ESM1-5_CCAM [-] 1.65 1.54 1.27 0.270 0.645 1.05 0.792 0.708 0.893 0.984 0.817
ACCESS-ESM1-5_CMIP6 [-] 1.63 1.56 1.27 0.294 0.765 1.18 0.782 0.645 0.877 0.987 0.787
CESM2_BARPA [-] 1.30 1.24 1.27 -0.0314 0.498 1.07 0.870 0.740 0.903 0.942 0.839
CESM2_CCAM [-] 1.07 0.992 1.27 -0.278 0.659 1.43 0.815 0.691 0.852 0.988 0.807
CESM2_CMIP6 [-] 1.61 1.54 1.27 0.269 0.672 0.783 0.777 0.699 0.921 0.983 0.816
CMCC-ESM2_BARPA [-] 1.20 1.14 1.27 -0.133 0.622 1.66 0.858 0.694 0.834 0.861 0.788
CMCC-ESM2_CCAM [-] 1.85 1.78 1.27 0.509 0.786 1.22 0.707 0.711 0.878 0.940 0.789
CMCC-ESM2_CMIP6 [-] 2.08 2.00 1.27 0.726 1.20 0.851 0.644 0.604 0.920 0.957 0.746
CNRM-ESM2-1_CCAM [-] 1.49 1.43 1.27 0.157 0.530 0.959 0.849 0.747 0.909 0.917 0.834
CNRM-ESM2-1_CMIP6 [-] 1.05 0.990 1.27 -0.280 0.620 1.08 0.835 0.708 0.893 0.872 0.803
EC-Earth3_BARPA [-] 1.15 1.08 1.27 -0.189 0.417 0.829 0.858 0.797 0.927 0.994 0.875
EC-Earth3_CCAM [-] 1.46 1.36 1.27 0.0904 0.501 0.838 0.900 0.731 0.902 0.985 0.850
EC-Earth3_CMIP6 [-] 1.25 1.18 1.27 -0.0876 0.636 0.808 0.832 0.702 0.912 0.985 0.826
ERA5_BARPA [-] 1.53 1.47 1.27 0.198 0.480 1.21 0.851 0.771 0.881 0.985 0.852
ERA5_CCAM [-] 1.60 1.50 1.27 0.231 0.427 0.872 0.830 0.807 0.901 0.993 0.868
MPI-ESM1-2-HR_BARPA [-] 1.11 1.06 1.27 -0.214 0.497 0.773 0.836 0.769 0.930 0.967 0.855
MPI-ESM1-2-HR_CMIP6 [-] 0.641 0.623 1.27 -0.647 0.839 1.01 0.639 0.724 0.886 0.827 0.760
NorESM2-MM_BARPA [-] 1.68 1.61 1.27 0.344 0.697 1.77 0.788 0.691 0.810 0.981 0.792
NorESM2-MM_CCAM [-] 1.93 1.84 1.27 0.567 0.762 0.783 0.700 0.750 0.934 0.950 0.817
NorESM2-MM_CMIP6 [-] 2.10 2.03 1.27 0.763 0.976 1.07 0.630 0.709 0.882 0.977 0.781
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.93
ACCESS-CM2_BARPA [-] 2.06 2.21 1.93 0.280 0.616 1.21 0.843 0.699 0.905 0.927 0.827
ACCESS-CM2_CCAM [-] 2.16 2.26 1.93 0.332 0.679 1.41 0.813 0.675 0.825 0.925 0.795
ACCESS-CM2_CMIP6 [-] 2.22 2.22 1.93 0.295 0.685 1.21 0.787 0.695 0.874 0.506 0.713
ACCESS-ESM1-5_BARPA [-] 2.06 2.23 1.93 0.300 0.664 1.62 0.837 0.682 0.834 0.873 0.793
ACCESS-ESM1-5_CCAM [-] 2.51 2.69 1.93 0.763 1.10 1.62 0.614 0.591 0.794 0.963 0.724
ACCESS-ESM1-5_CMIP6 [-] 2.37 2.44 1.93 0.514 1.08 1.20 0.743 0.544 0.885 0.508 0.656
CESM2_BARPA [-] 1.86 2.04 1.93 0.116 0.568 1.62 0.914 0.692 0.794 0.918 0.814
CESM2_CCAM [-] 1.35 1.54 1.93 -0.387 0.576 0.800 0.764 0.758 0.953 0.937 0.843
CESM2_CMIP6 [-] 2.47 2.60 1.93 0.676 0.997 1.62 0.649 0.618 0.794 0.912 0.729
CMCC-ESM2_BARPA [-] 1.68 1.85 1.93 -0.0756 0.579 1.21 0.938 0.674 0.866 0.959 0.838
CMCC-ESM2_CCAM [-] 2.41 2.56 1.93 0.633 1.01 1.41 0.660 0.590 0.862 0.986 0.754
CMCC-ESM2_CMIP6 [-] 2.25 2.39 1.93 0.459 0.829 0.993 0.755 0.638 0.936 0.801 0.767
CNRM-ESM2-1_CCAM [-] 1.88 2.02 1.93 0.0978 0.526 1.21 0.906 0.714 0.905 0.929 0.847
CNRM-ESM2-1_CMIP6 [-] 1.58 1.75 1.93 -0.172 0.521 0.993 0.893 0.727 0.936 0.992 0.869
EC-Earth3_BARPA [-] 1.24 1.45 1.93 -0.481 0.555 0.810 0.717 0.828 0.919 0.941 0.849
EC-Earth3_CCAM [-] 1.66 1.83 1.93 -0.101 0.612 1.62 0.905 0.664 0.794 0.981 0.817
EC-Earth3_CMIP6 [-] 1.13 1.26 1.93 -0.661 0.727 0.801 0.632 0.814 0.912 0.771 0.786
ERA5_BARPA [-] 1.85 2.00 1.93 0.0722 0.524 1.62 0.915 0.711 0.794 0.901 0.817
ERA5_CCAM [-] 2.19 2.34 1.93 0.412 0.609 1.41 0.771 0.748 0.855 0.931 0.818
MPI-ESM1-2-HR_BARPA [-] 1.12 1.23 1.93 -0.695 0.746 0.395 0.618 0.831 0.958 0.754 0.795
MPI-ESM1-2-HR_CMIP6 [-] 0.762 0.806 1.93 -1.12 1.19 0.786 0.462 0.769 0.926 0.521 0.681
NorESM2-MM_BARPA [-] 2.13 2.29 1.93 0.363 0.796 2.02 0.794 0.622 0.770 0.963 0.769
NorESM2-MM_CCAM [-] 2.34 2.43 1.93 0.500 0.702 0.801 0.747 0.749 0.912 0.605 0.753
NorESM2-MM_CMIP6 [-] 2.72 2.81 1.93 0.886 1.10 1.81 0.588 0.670 0.695 0.522 0.625
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.97
ACCESS-CM2_BARPA [-] 2.54 2.21 1.97 0.246 0.470 0.998 0.871 0.796 0.866 0.934 0.859
ACCESS-CM2_CCAM [-] 2.26 2.03 1.97 0.0593 0.404 0.998 0.967 0.793 0.866 0.998 0.893
ACCESS-CM2_CMIP6 [-] 2.07 1.96 1.97 -0.0102 0.444 0.00 0.984 0.776 1.00 0.973 0.916
ACCESS-ESM1-5_BARPA [-] 2.66 2.31 1.97 0.344 0.573 0.998 0.825 0.771 0.866 0.876 0.827
ACCESS-ESM1-5_CCAM [-] 2.94 2.68 1.97 0.718 0.912 0.998 0.667 0.725 0.866 0.771 0.754
ACCESS-ESM1-5_CMIP6 [-] 2.42 2.34 1.97 0.369 0.748 0.983 0.810 0.694 0.937 0.999 0.842
CESM2_BARPA [-] 2.51 2.06 1.97 0.0898 0.595 0.983 0.954 0.717 0.937 0.845 0.847
CESM2_CCAM [-] 2.14 1.77 1.97 -0.192 0.487 0.00 0.893 0.779 1.00 0.873 0.874
CESM2_CMIP6 [-] 2.78 2.44 1.97 0.470 0.704 0.00 0.762 0.745 1.00 0.947 0.850
CMCC-ESM2_BARPA [-] 2.17 1.70 1.97 -0.268 0.659 2.02 0.863 0.710 0.752 0.889 0.793
CMCC-ESM2_CCAM [-] 2.56 2.04 1.97 0.0718 0.502 2.02 0.958 0.749 0.752 0.985 0.849
CMCC-ESM2_CMIP6 [-] 2.59 2.26 1.97 0.291 0.654 0.00 0.847 0.722 1.00 0.997 0.873
CNRM-ESM2-1_CCAM [-] 2.31 2.03 1.97 0.0667 0.457 1.49 0.955 0.775 0.837 0.658 0.803
CNRM-ESM2-1_CMIP6 [-] 2.29 1.94 1.97 -0.0263 0.455 0.983 0.958 0.775 0.937 0.882 0.875
EC-Earth3_BARPA [-] 2.06 1.56 1.97 -0.407 0.555 0.497 0.793 0.808 0.971 0.997 0.883
EC-Earth3_CCAM [-] 2.23 1.80 1.97 -0.167 0.465 0.998 0.907 0.776 0.866 0.933 0.860
EC-Earth3_CMIP6 [-] 1.71 1.39 1.97 -0.575 0.668 0.00 0.717 0.834 1.00 0.823 0.843
ERA5_BARPA [-] 2.45 2.08 1.97 0.109 0.472 2.02 0.947 0.774 0.752 0.536 0.755
ERA5_CCAM [-] 2.64 2.26 1.97 0.299 0.500 0.998 0.848 0.797 0.866 0.690 0.800
MPI-ESM1-2-HR_BARPA [-] 1.56 1.22 1.97 -0.744 0.832 0.00 0.651 0.810 1.00 0.862 0.829
MPI-ESM1-2-HR_CMIP6 [-] 0.843 0.601 1.97 -1.37 1.49 0.983 0.457 0.711 0.937 0.752 0.714
NorESM2-MM_BARPA [-] 2.69 2.28 1.97 0.318 0.751 0.983 0.835 0.676 0.937 0.973 0.835
NorESM2-MM_CCAM [-] 2.50 2.35 1.97 0.380 0.684 0.497 0.821 0.732 0.971 0.102 0.665
NorESM2-MM_CMIP6 [-] 2.94 2.80 1.97 0.835 1.06 0.00 0.625 0.691 1.00 0.620 0.729
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.21
ACCESS-CM2_BARPA [-] 2.42 2.31 2.21 0.0965 1.04 0.431 0.884 0.747 0.972 0.983 0.848
ACCESS-CM2_CCAM [-] 2.19 2.09 2.21 -0.126 0.815 0.309 0.881 0.803 0.978 0.917 0.842
ACCESS-CM2_CMIP6 [-] 2.16 2.06 2.21 -0.155 1.20 0.309 0.888 0.697 0.978 0.782 0.790
ACCESS-ESM1-5_BARPA [-] 2.42 2.34 2.21 0.123 0.620 0.494 0.911 0.845 0.965 0.956 0.897
ACCESS-ESM1-5_CCAM [-] 2.72 2.57 2.21 0.356 0.895 0.248 0.891 0.783 0.980 0.929 0.882
ACCESS-ESM1-5_CMIP6 [-] 2.54 2.47 2.21 0.257 0.996 0.370 0.900 0.746 0.975 0.980 0.864
CESM2_BARPA [-] 1.83 1.74 2.21 -0.471 0.875 0.431 0.858 0.793 0.974 0.885 0.842
CESM2_CCAM [-] 1.83 1.63 2.21 -0.584 1.23 0.309 0.831 0.712 0.978 0.992 0.850
CESM2_CMIP6 [-] 2.55 2.45 2.21 0.235 0.959 0.432 0.909 0.757 0.971 0.955 0.871
CMCC-ESM2_BARPA [-] 1.68 1.58 2.21 -0.632 1.21 0.675 0.816 0.726 0.957 0.892 0.807
CMCC-ESM2_CCAM [-] 2.54 2.37 2.21 0.161 0.736 0.309 0.897 0.824 0.978 0.984 0.895
CMCC-ESM2_CMIP6 [-] 3.43 3.30 2.21 1.09 1.78 0.309 0.723 0.669 0.978 0.984 0.805
CNRM-ESM2-1_CCAM [-] 2.29 2.16 2.21 -0.0488 0.710 0.430 0.908 0.818 0.970 0.920 0.866
CNRM-ESM2-1_CMIP6 [-] 1.36 1.22 2.21 -0.998 1.58 0.369 0.726 0.676 0.974 0.592 0.740
EC-Earth3_BARPA [-] 2.12 1.98 2.21 -0.235 0.669 0.675 0.899 0.837 0.957 0.982 0.907
EC-Earth3_CCAM [-] 2.69 2.46 2.21 0.246 0.781 0.247 0.889 0.806 0.980 0.943 0.900
EC-Earth3_CMIP6 [-] 2.52 2.37 2.21 0.157 1.15 0.370 0.884 0.713 0.975 0.963 0.871
ERA5_BARPA [-] 2.39 2.29 2.21 0.0786 0.773 0.553 0.921 0.796 0.960 0.973 0.885
ERA5_CCAM [-] 2.65 2.46 2.21 0.250 0.584 0.309 0.904 0.857 0.978 0.996 0.913
MPI-ESM1-2-HR_BARPA [-] 1.86 1.74 2.21 -0.469 0.918 0.554 0.856 0.789 0.967 0.985 0.865
MPI-ESM1-2-HR_CMIP6 [-] 1.06 0.966 2.21 -1.25 1.72 0.432 0.669 0.684 0.971 0.724 0.710
NorESM2-MM_BARPA [-] 2.45 2.34 2.21 0.127 0.887 0.428 0.924 0.767 0.976 0.985 0.894
NorESM2-MM_CCAM [-] 2.88 2.73 2.21 0.516 0.766 0.367 0.855 0.839 0.979 0.968 0.904
NorESM2-MM_CMIP6 [-] 3.27 3.17 2.21 0.958 1.30 0.489 0.749 0.764 0.973 0.975 0.844
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.26
ACCESS-CM2_BARPA [-] 1.65 1.59 1.26 0.322 0.452 1.88 0.682 0.684 0.774 0.896 0.750
ACCESS-CM2_CCAM [-] 1.69 1.65 1.26 0.383 0.527 1.74 0.634 0.651 0.800 0.956 0.748
ACCESS-CM2_CMIP6 [-] 1.76 1.78 1.26 0.512 0.662 2.03 0.560 0.621 0.753 0.978 0.716
ACCESS-ESM1-5_BARPA [-] 1.48 1.42 1.26 0.159 0.388 1.01 0.826 0.662 0.906 0.939 0.814
ACCESS-ESM1-5_CCAM [-] 1.53 1.51 1.26 0.246 0.506 1.86 0.753 0.596 0.678 0.935 0.724
ACCESS-ESM1-5_CMIP6 [-] 1.60 1.60 1.26 0.339 0.720 2.71 0.699 0.485 0.544 0.994 0.659
CESM2_BARPA [-] 1.52 1.46 1.26 0.191 0.387 1.31 0.794 0.680 0.842 0.906 0.791
CESM2_CCAM [-] 1.04 0.993 1.26 -0.271 0.420 0.867 0.732 0.691 0.922 0.971 0.814
CESM2_CMIP6 [-] 1.77 1.76 1.26 0.500 0.734 2.00 0.564 0.539 0.668 0.983 0.672
CMCC-ESM2_BARPA [-] 1.40 1.35 1.26 0.0838 0.341 2.19 0.894 0.683 0.669 0.946 0.785
CMCC-ESM2_CCAM [-] 1.95 1.92 1.26 0.651 0.770 1.44 0.462 0.627 0.774 0.907 0.685
CMCC-ESM2_CMIP6 [-] 1.70 1.71 1.26 0.446 0.613 2.02 0.603 0.625 0.674 0.996 0.714
CNRM-ESM2-1_CCAM [-] 1.32 1.29 1.26 0.0282 0.325 1.44 0.950 0.683 0.839 0.995 0.846
CNRM-ESM2-1_CMIP6 [-] 1.27 1.26 1.26 -0.00611 0.347 3.81 0.957 0.665 0.414 0.991 0.746
EC-Earth3_BARPA [-] 1.10 1.06 1.26 -0.206 0.359 0.715 0.791 0.719 0.919 0.984 0.838
EC-Earth3_CCAM [-] 1.31 1.28 1.26 0.0116 0.484 1.86 0.944 0.566 0.655 0.992 0.764
EC-Earth3_CMIP6 [-] 0.981 0.940 1.26 -0.324 0.496 1.57 0.683 0.660 0.707 0.880 0.724
ERA5_BARPA [-] 1.61 1.55 1.26 0.289 0.377 1.74 0.709 0.755 0.746 0.935 0.783
ERA5_CCAM [-] 1.66 1.63 1.26 0.365 0.440 2.01 0.649 0.748 0.596 0.967 0.741
MPI-ESM1-2-HR_BARPA [-] 1.25 1.18 1.26 -0.0847 0.349 1.45 0.822 0.707 0.854 0.986 0.827
MPI-ESM1-2-HR_CMIP6 [-] 0.796 0.762 1.26 -0.503 0.577 3.34 0.554 0.729 0.475 0.905 0.673
NorESM2-MM_BARPA [-] 1.69 1.63 1.26 0.362 0.514 3.21 0.649 0.650 0.427 0.869 0.648
NorESM2-MM_CCAM [-] 1.85 1.81 1.26 0.549 0.630 0.867 0.527 0.693 0.894 0.994 0.767
NorESM2-MM_CMIP6 [-] 1.93 1.93 1.26 0.670 0.726 3.04 0.468 0.728 0.496 0.997 0.678
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.832
ACCESS-CM2_BARPA [-] 1.19 1.20 0.832 0.365 0.504 0.768 0.726 0.746 0.921 0.975 0.825
ACCESS-CM2_CCAM [-] 1.20 1.19 0.832 0.360 0.520 1.09 0.735 0.729 0.881 0.919 0.815
ACCESS-CM2_CMIP6 [-] 1.18 1.17 0.832 0.334 0.550 0.816 0.741 0.690 0.915 0.977 0.815
ACCESS-ESM1-5_BARPA [-] 1.08 1.07 0.832 0.242 0.429 0.898 0.800 0.741 0.915 0.892 0.839
ACCESS-ESM1-5_CCAM [-] 1.13 1.12 0.832 0.288 0.524 1.21 0.755 0.706 0.864 0.696 0.784
ACCESS-ESM1-5_CMIP6 [-] 1.19 1.19 0.832 0.361 0.632 0.998 0.725 0.637 0.911 0.914 0.790
CESM2_BARPA [-] 0.894 0.894 0.832 0.0625 0.379 1.31 0.892 0.729 0.847 0.972 0.841
CESM2_CCAM [-] 0.591 0.595 0.832 -0.236 0.528 2.03 0.801 0.668 0.689 0.913 0.753
CESM2_CMIP6 [-] 1.15 1.14 0.832 0.310 0.556 0.711 0.738 0.688 0.937 0.814 0.793
CMCC-ESM2_BARPA [-] 0.839 0.844 0.832 0.0128 0.473 1.96 0.898 0.667 0.747 0.894 0.785
CMCC-ESM2_CCAM [-] 1.47 1.48 0.832 0.644 0.821 1.35 0.570 0.643 0.836 0.944 0.735
CMCC-ESM2_CMIP6 [-] 1.69 1.68 0.832 0.847 1.25 0.839 0.501 0.477 0.919 0.484 0.602
CNRM-ESM2-1_CCAM [-] 1.13 1.13 0.832 0.302 0.479 0.890 0.776 0.726 0.911 0.922 0.819
CNRM-ESM2-1_CMIP6 [-] 0.677 0.691 0.832 -0.140 0.402 1.08 0.872 0.722 0.873 0.757 0.806
EC-Earth3_BARPA [-] 0.664 0.669 0.832 -0.163 0.314 0.910 0.847 0.802 0.907 0.980 0.875
EC-Earth3_CCAM [-] 0.922 0.924 0.832 0.0921 0.403 0.760 0.892 0.718 0.918 0.900 0.853
EC-Earth3_CMIP6 [-] 0.795 0.797 0.832 -0.0350 0.492 0.740 0.864 0.672 0.928 0.911 0.833
ERA5_BARPA [-] 1.08 1.08 0.832 0.247 0.418 1.41 0.801 0.747 0.836 0.996 0.831
ERA5_CCAM [-] 1.08 1.07 0.832 0.240 0.368 0.885 0.804 0.790 0.891 0.854 0.849
MPI-ESM1-2-HR_BARPA [-] 0.715 0.719 0.832 -0.113 0.335 0.855 0.876 0.777 0.918 0.900 0.847
MPI-ESM1-2-HR_CMIP6 [-] 0.397 0.403 0.832 -0.429 0.546 0.992 0.670 0.753 0.880 0.793 0.758
NorESM2-MM_BARPA [-] 1.24 1.25 0.832 0.415 0.673 2.17 0.699 0.633 0.692 0.978 0.738
NorESM2-MM_CCAM [-] 1.54 1.53 0.832 0.694 0.807 0.886 0.543 0.700 0.916 0.941 0.767
NorESM2-MM_CMIP6 [-] 1.67 1.66 0.832 0.827 0.977 1.10 0.492 0.644 0.866 0.703 0.698
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.65
ACCESS-CM2_BARPA [-] 2.99 3.34 2.65 0.694 0.914 0.526 0.603 0.648 0.970 0.882 0.785
ACCESS-CM2_CCAM [-] 2.56 2.81 2.65 0.159 0.579 0.526 0.863 0.688 0.970 0.504 0.824
ACCESS-CM2_CMIP6 [-] 2.23 2.34 2.65 -0.311 0.751 0.526 0.804 0.650 0.970 0.248 0.783
ACCESS-ESM1-5_BARPA [-] 2.75 3.09 2.65 0.444 0.839 1.06 0.726 0.600 0.886 0.790 0.771
ACCESS-ESM1-5_CCAM [-] 2.50 2.73 2.65 0.0847 0.614 1.02 0.884 0.664 0.931 0.679 0.827
ACCESS-ESM1-5_CMIP6 [-] 1.88 2.08 2.65 -0.571 0.971 1.06 0.664 0.649 0.886 0.200 0.723
CESM2_BARPA [-] 2.90 3.14 2.65 0.491 0.751 0.526 0.699 0.660 0.970 0.976 0.817
CESM2_CCAM [-] 2.36 2.46 2.65 -0.191 0.687 1.57 0.797 0.665 0.777 0.678 0.769
CESM2_CMIP6 [-] 2.35 2.66 2.65 0.00563 0.635 0.526 0.835 0.666 0.970 0.344 0.799
CMCC-ESM2_BARPA [-] 2.74 2.95 2.65 0.298 0.534 0.00 0.807 0.727 1.00 0.990 0.869
CMCC-ESM2_CCAM [-] 2.91 3.21 2.65 0.564 0.811 1.02 0.697 0.679 0.931 0.0244 0.735
CMCC-ESM2_CMIP6 [-] 2.29 2.45 2.65 -0.197 0.729 1.02 0.712 0.731 0.931 0.299 0.780
CNRM-ESM2-1_CCAM [-] 2.35 2.48 2.65 -0.174 0.519 1.56 0.880 0.718 0.847 0.938 0.843
CNRM-ESM2-1_CMIP6 [-] 2.77 2.73 2.65 0.0776 0.498 1.02 0.858 0.736 0.931 0.500 0.829
EC-Earth3_BARPA [-] 2.54 2.72 2.65 0.0678 0.471 1.57 0.866 0.741 0.777 0.832 0.820
EC-Earth3_CCAM [-] 2.58 2.72 2.65 0.0666 0.485 1.57 0.953 0.725 0.777 0.959 0.843
EC-Earth3_CMIP6 [-] 2.07 2.26 2.65 -0.388 0.571 1.57 0.764 0.744 0.777 0.895 0.801
ERA5_BARPA [-] 2.86 3.10 2.65 0.446 0.549 0.499 0.728 0.802 0.962 0.931 0.860
ERA5_CCAM [-] 2.57 2.76 2.65 0.114 0.535 0.00 0.757 0.775 1.00 0.0156 0.796
MPI-ESM1-2-HR_BARPA [-] 2.78 2.95 2.65 0.295 0.727 3.14 0.762 0.651 0.542 0.604 0.698
MPI-ESM1-2-HR_CMIP6 [-] 1.77 1.96 2.65 -0.694 0.807 3.14 0.614 0.750 0.542 0.892 0.711
NorESM2-MM_BARPA [-] 3.06 3.40 2.65 0.753 0.891 0.00 0.580 0.707 1.00 0.999 0.812
NorESM2-MM_CCAM [-] 2.54 2.79 2.65 0.137 0.418 1.57 0.911 0.758 0.777 0.880 0.839
NorESM2-MM_CMIP6 [-] 2.43 2.69 2.65 0.0400 0.345 0.00 0.887 0.805 1.00 0.708 0.890
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.29
ACCESS-CM2_BARPA [-] 1.19 1.35 1.29 0.0605 0.424 0.593 0.843 0.688 0.921 0.750 0.790
ACCESS-CM2_CCAM [-] 1.11 1.24 1.29 -0.0512 0.368 0.737 0.876 0.714 0.914 0.843 0.802
ACCESS-CM2_CMIP6 [-] 1.03 1.20 1.29 -0.0888 0.507 2.32 0.826 0.620 0.640 0.614 0.659
ACCESS-ESM1-5_BARPA [-] 0.958 1.08 1.29 -0.205 0.458 1.46 0.785 0.684 0.839 0.459 0.684
ACCESS-ESM1-5_CCAM [-] 0.885 0.985 1.29 -0.306 0.500 0.576 0.744 0.682 0.938 0.628 0.740
ACCESS-ESM1-5_CMIP6 [-] 0.895 1.01 1.29 -0.276 0.739 3.87 0.703 0.529 0.427 0.326 0.520
CESM2_BARPA [-] 1.03 1.22 1.29 -0.0720 0.319 0.288 0.893 0.738 0.986 0.909 0.833
CESM2_CCAM [-] 1.08 1.25 1.29 -0.0375 0.463 0.288 0.852 0.653 0.986 0.893 0.831
CESM2_CMIP6 [-] 0.923 1.03 1.29 -0.259 0.527 1.00 0.681 0.696 0.883 0.614 0.669
CMCC-ESM2_BARPA [-] 0.992 1.17 1.29 -0.125 0.368 1.59 0.861 0.720 0.814 0.791 0.725
CMCC-ESM2_CCAM [-] 1.44 1.57 1.29 0.276 0.501 2.19 0.735 0.694 0.731 0.889 0.710
CMCC-ESM2_CMIP6 [-] 1.12 1.17 1.29 -0.121 0.424 1.46 0.778 0.714 0.808 0.344 0.644
CNRM-ESM2-1_CCAM [-] 1.21 1.23 1.29 -0.0606 0.415 2.19 0.884 0.670 0.720 0.868 0.741
CNRM-ESM2-1_CMIP6 [-] 1.12 1.22 1.29 -0.0667 0.345 0.584 0.890 0.723 0.957 0.964 0.836
EC-Earth3_BARPA [-] 0.970 1.20 1.29 -0.0873 0.309 0.727 0.912 0.739 0.936 0.996 0.814
EC-Earth3_CCAM [-] 1.18 1.29 1.29 0.00275 0.372 1.60 0.944 0.684 0.804 0.984 0.754
EC-Earth3_CMIP6 [-] 0.906 1.02 1.29 -0.273 0.485 2.03 0.753 0.664 0.705 0.982 0.746
ERA5_BARPA [-] 1.21 1.39 1.29 0.0955 0.305 0.288 0.835 0.787 0.986 0.859 0.796
ERA5_CCAM [-] 1.11 1.19 1.29 -0.0962 0.316 1.01 0.837 0.776 0.879 0.754 0.809
MPI-ESM1-2-HR_BARPA [-] 0.975 1.12 1.29 -0.170 0.334 0.00 0.830 0.756 1.00 0.838 0.796
MPI-ESM1-2-HR_CMIP6 [-] 0.499 0.673 1.29 -0.617 0.683 0.144 0.530 0.751 0.990 0.560 0.743
NorESM2-MM_BARPA [-] 1.29 1.49 1.29 0.203 0.388 0.879 0.816 0.726 0.892 0.953 0.749
NorESM2-MM_CCAM [-] 1.22 1.29 1.29 -0.00266 0.517 0.881 0.750 0.671 0.922 0.371 0.709
NorESM2-MM_CMIP6 [-] 1.16 1.26 1.29 -0.0314 0.459 0.733 0.735 0.738 0.933 0.532 0.694
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.85
ACCESS-CM2_BARPA [-] 3.45 2.59 2.85 -0.260 0.968 0.00 0.930 0.771 1.00 1.00 0.908
ACCESS-CM2_CCAM [-] 2.69 1.59 2.85 -1.26 1.73 0.00 0.703 0.721 1.00 1.00 0.841
ACCESS-CM2_CMIP6 [-] 2.30 1.80 2.85 -1.05 1.71 0.00 0.747 0.687 1.00 1.00 0.839
ACCESS-ESM1-5_BARPA [-] 3.69 2.99 2.85 0.138 0.963 0.00 0.962 0.767 1.00 1.00 0.914
ACCESS-ESM1-5_CCAM [-] 4.21 2.48 2.85 -0.365 1.02 0.00 0.903 0.767 1.00 1.00 0.901
ACCESS-ESM1-5_CMIP6 [-] 3.79 2.60 2.85 -0.252 1.21 0.00 0.932 0.719 1.00 1.00 0.891
CESM2_BARPA [-] 2.84 2.51 2.85 -0.342 0.891 0.00 0.909 0.795 1.00 1.00 0.912
CESM2_CCAM [-] 3.59 2.61 2.85 -0.242 1.06 0.00 0.935 0.750 1.00 1.00 0.902
CESM2_CMIP6 [-] 3.28 2.26 2.85 -0.586 1.01 0.00 0.849 0.796 1.00 1.00 0.898
CMCC-ESM2_BARPA [-] 2.69 1.77 2.85 -1.08 1.60 0.983 0.740 0.720 0.937 1.00 0.835
CMCC-ESM2_CCAM [-] 3.69 2.25 2.85 -0.595 0.700 0.00 0.847 0.907 1.00 1.00 0.935
CMCC-ESM2_CMIP6 [-] 3.27 2.40 2.85 -0.454 0.543 0.00 0.881 0.920 1.00 1.00 0.947
CNRM-ESM2-1_CCAM [-] 2.80 2.07 2.85 -0.776 1.17 0.00 0.806 0.783 1.00 1.00 0.884
CNRM-ESM2-1_CMIP6 [-] 2.01 2.35 2.85 -0.497 0.948 0.00 0.871 0.799 1.00 1.00 0.904
EC-Earth3_BARPA [-] 3.82 2.49 2.85 -0.357 1.02 0.00 0.905 0.766 1.00 1.00 0.901
EC-Earth3_CCAM [-] 4.13 2.19 2.85 -0.663 0.980 0.00 0.832 0.819 1.00 1.00 0.902
EC-Earth3_CMIP6 [-] 3.50 2.19 2.85 -0.658 1.09 0.00 0.833 0.785 1.00 1.00 0.891
ERA5_BARPA [-] 3.76 2.59 2.85 -0.261 0.366 0.00 0.930 0.931 1.00 1.00 0.961
ERA5_CCAM [-] 3.94 2.52 2.85 -0.326 0.624 0.00 0.913 0.863 1.00 1.00 0.935
MPI-ESM1-2-HR_BARPA [-] 3.18 1.81 2.85 -1.04 1.36 0.00 0.750 0.784 1.00 1.00 0.872
MPI-ESM1-2-HR_CMIP6 [-] 1.47 0.616 2.85 -2.23 2.74 0.00 0.537 0.642 1.00 1.00 0.778
NorESM2-MM_BARPA [-] 3.98 3.01 2.85 0.157 0.808 0.00 0.957 0.802 1.00 1.00 0.925
NorESM2-MM_CCAM [-] 4.63 2.70 2.85 -0.153 0.545 0.00 0.958 0.865 1.00 1.00 0.946
NorESM2-MM_CMIP6 [-] 4.12 2.98 2.85 0.130 0.657 0.00 0.964 0.836 1.00 1.00 0.937
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 4.33
ACCESS-CM2_BARPA [-] 5.19 5.15 4.17 5.87 0.979 2.13 1.67 0.648 0.528 0.692 0.931 0.665
ACCESS-CM2_CCAM [-] 4.18 4.14 4.25 4.95 -0.112 1.74 1.72 0.678 0.582 0.685 0.953 0.696
ACCESS-CM2_CMIP6 [-] 4.65 4.58 4.19 6.30 0.394 1.83 1.82 0.716 0.547 0.666 0.970 0.689
ACCESS-ESM1-5_BARPA [-] 4.13 4.11 4.17 5.87 -0.0628 2.02 1.93 0.607 0.552 0.626 0.918 0.651
ACCESS-ESM1-5_CCAM [-] 4.20 4.15 4.25 4.95 -0.0968 1.66 1.88 0.699 0.601 0.650 0.946 0.699
ACCESS-ESM1-5_CMIP6 [-] 4.70 4.65 4.19 6.30 0.460 2.02 2.00 0.670 0.528 0.630 0.949 0.661
CESM2_BARPA [-] 6.40 6.09 4.17 5.87 1.92 2.98 1.67 0.466 0.469 0.744 0.656 0.561
CESM2_CCAM [-] 4.00 3.87 4.25 4.95 -0.377 2.00 1.98 0.593 0.616 0.616 0.878 0.664
CESM2_CMIP6 [-] 4.37 4.25 4.19 6.30 0.0680 1.50 1.76 0.712 0.624 0.690 0.963 0.723
CMCC-ESM2_BARPA [-] 5.89 5.54 4.17 5.87 1.36 2.45 1.74 0.541 0.522 0.742 0.751 0.616
CMCC-ESM2_CCAM [-] 4.18 4.09 4.25 4.95 -0.154 1.69 1.92 0.652 0.636 0.614 0.905 0.689
CMCC-ESM2_CMIP6 [-] 4.45 4.31 4.19 6.30 0.129 1.52 1.90 0.698 0.645 0.625 0.946 0.712
CNRM-ESM2-1_CCAM [-] 3.42 3.41 4.25 4.95 -0.837 1.88 1.83 0.566 0.622 0.619 0.793 0.644
CNRM-ESM2-1_CMIP6 [-] 4.13 4.02 4.17 5.87 -0.149 1.61 1.70 0.675 0.615 0.662 0.943 0.702
EC-Earth3_BARPA [-] 5.50 5.34 4.17 5.87 1.17 2.23 1.50 0.565 0.537 0.761 0.839 0.648
EC-Earth3_CCAM [-] 4.15 4.10 4.25 4.95 -0.145 1.54 1.91 0.713 0.617 0.612 0.945 0.701
EC-Earth3_CMIP6 [-] 4.23 4.11 4.17 5.87 -0.0570 1.42 1.75 0.742 0.631 0.679 0.966 0.730
ERA5_BARPA [-] 4.75 4.64 4.17 5.87 0.467 1.25 1.41 0.723 0.695 0.792 0.975 0.776
ERA5_CCAM [-] 3.81 3.77 4.25 4.95 -0.477 1.32 1.54 0.669 0.713 0.684 0.900 0.736
MPI-ESM1-2-HR_BARPA [-] 5.08 4.95 4.17 5.87 0.781 2.07 1.66 0.611 0.538 0.691 0.874 0.651
MPI-ESM1-2-HR_CMIP6 [-] 4.29 4.12 4.17 5.87 -0.0500 1.57 1.77 0.731 0.597 0.648 0.974 0.709
NorESM2-MM_BARPA [-] 6.96 6.71 4.17 5.87 2.54 3.22 1.63 0.400 0.487 0.781 0.672 0.566
NorESM2-MM_CCAM [-] 3.61 3.58 4.25 4.95 -0.669 1.71 1.66 0.607 0.667 0.683 0.831 0.691
NorESM2-MM_CMIP6 [-] 4.66 4.58 4.19 6.30 0.398 1.47 1.67 0.691 0.662 0.713 0.963 0.738
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.89
ACCESS-CM2_BARPA [-] 8.69 8.69 6.80 7.75 1.90 3.99 1.95 0.600 0.470 0.646 0.900 0.617
ACCESS-CM2_CCAM [-] 6.32 6.26 6.80 7.75 -0.531 2.77 2.06 0.681 0.568 0.635 0.979 0.686
ACCESS-CM2_CMIP6 [-] 7.20 7.14 6.80 7.75 0.347 3.03 2.01 0.717 0.519 0.663 0.973 0.678
ACCESS-ESM1-5_BARPA [-] 6.06 6.16 6.80 7.75 -0.635 3.43 2.21 0.598 0.500 0.593 0.956 0.629
ACCESS-ESM1-5_CCAM [-] 6.50 6.48 6.80 7.75 -0.317 2.71 2.13 0.704 0.582 0.622 0.972 0.692
ACCESS-ESM1-5_CMIP6 [-] 7.71 7.65 6.80 7.75 0.853 3.53 2.14 0.675 0.466 0.621 0.962 0.638
CESM2_BARPA [-] 10.6 10.2 6.80 7.75 3.40 5.43 1.61 0.436 0.423 0.736 0.419 0.487
CESM2_CCAM [-] 5.31 5.11 6.80 7.75 -1.69 3.82 2.18 0.489 0.601 0.613 0.888 0.639
CESM2_CMIP6 [-] 6.77 6.67 6.80 7.75 -0.128 2.62 1.86 0.680 0.601 0.667 0.924 0.695
CMCC-ESM2_BARPA [-] 9.64 9.13 6.80 7.75 2.34 4.37 1.50 0.503 0.498 0.750 0.491 0.548
CMCC-ESM2_CCAM [-] 6.07 5.98 6.80 7.75 -0.811 2.65 1.92 0.612 0.654 0.636 0.927 0.696
CMCC-ESM2_CMIP6 [-] 6.80 6.71 6.80 7.75 -0.0804 2.17 1.80 0.691 0.677 0.652 0.960 0.731
CNRM-ESM2-1_CCAM [-] 5.09 5.12 6.80 7.75 -1.68 3.15 2.22 0.556 0.576 0.587 0.959 0.651
CNRM-ESM2-1_CMIP6 [-] 6.30 6.30 6.80 7.75 -0.496 2.63 1.82 0.665 0.582 0.659 0.972 0.692
EC-Earth3_BARPA [-] 8.25 8.10 6.80 7.75 1.30 3.49 1.30 0.608 0.513 0.775 0.693 0.620
EC-Earth3_CCAM [-] 6.11 6.11 6.80 7.75 -0.684 2.65 2.24 0.670 0.592 0.567 0.971 0.678
EC-Earth3_CMIP6 [-] 6.63 6.52 6.80 7.75 -0.271 2.24 1.81 0.742 0.625 0.678 0.983 0.731
ERA5_BARPA [-] 7.02 6.93 6.80 7.75 0.136 1.94 1.50 0.762 0.675 0.740 0.943 0.759
ERA5_CCAM [-] 5.53 5.50 6.80 7.75 -1.30 2.46 1.72 0.597 0.698 0.689 0.961 0.729
MPI-ESM1-2-HR_BARPA [-] 7.86 7.80 6.80 7.75 1.01 3.56 1.82 0.649 0.464 0.693 0.721 0.598
MPI-ESM1-2-HR_CMIP6 [-] 6.86 6.74 6.80 7.75 -0.0553 2.45 2.05 0.768 0.570 0.609 0.977 0.699
NorESM2-MM_BARPA [-] 11.8 11.5 6.80 7.75 4.71 5.81 1.38 0.357 0.472 0.783 0.523 0.521
NorESM2-MM_CCAM [-] 5.28 5.30 6.80 7.75 -1.50 3.11 2.11 0.552 0.635 0.607 0.948 0.675
NorESM2-MM_CMIP6 [-] 7.12 7.15 6.80 7.75 0.354 2.37 1.68 0.671 0.655 0.695 0.977 0.730
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.93
ACCESS-CM2_BARPA [-] 2.06 2.21 1.93 0.280 0.616 1.21 0.843 0.699 0.905 0.927 0.815
ACCESS-CM2_CCAM [-] 2.16 2.26 1.93 0.332 0.679 1.41 0.813 0.675 0.825 0.925 0.783
ACCESS-CM2_CMIP6 [-] 2.22 2.22 1.93 0.295 0.685 1.21 0.787 0.695 0.874 0.506 0.712
ACCESS-ESM1-5_BARPA [-] 2.06 2.23 1.93 0.300 0.664 1.62 0.837 0.682 0.834 0.873 0.782
ACCESS-ESM1-5_CCAM [-] 2.51 2.69 1.93 0.763 1.10 1.62 0.614 0.591 0.794 0.963 0.711
ACCESS-ESM1-5_CMIP6 [-] 2.37 2.44 1.93 0.514 1.08 1.20 0.743 0.544 0.885 0.508 0.645
CESM2_BARPA [-] 1.86 2.04 1.93 0.116 0.568 1.62 0.914 0.692 0.794 0.918 0.802
CESM2_CCAM [-] 1.35 1.54 1.93 -0.387 0.576 0.800 0.764 0.758 0.953 0.937 0.834
CESM2_CMIP6 [-] 2.47 2.60 1.93 0.676 0.997 1.62 0.649 0.618 0.794 0.912 0.718
CMCC-ESM2_BARPA [-] 1.68 1.85 1.93 -0.0756 0.579 1.21 0.938 0.674 0.866 0.959 0.822
CMCC-ESM2_CCAM [-] 2.41 2.56 1.93 0.633 1.01 1.41 0.660 0.590 0.862 0.986 0.737
CMCC-ESM2_CMIP6 [-] 2.25 2.39 1.93 0.459 0.829 0.993 0.755 0.638 0.936 0.801 0.754
CNRM-ESM2-1_CCAM [-] 1.88 2.02 1.93 0.0978 0.526 1.21 0.906 0.714 0.905 0.929 0.833
CNRM-ESM2-1_CMIP6 [-] 1.58 1.75 1.93 -0.172 0.521 0.993 0.893 0.727 0.936 0.992 0.855
EC-Earth3_BARPA [-] 1.24 1.45 1.93 -0.481 0.555 0.810 0.717 0.828 0.919 0.941 0.847
EC-Earth3_CCAM [-] 1.66 1.83 1.93 -0.101 0.612 1.62 0.905 0.664 0.794 0.981 0.802
EC-Earth3_CMIP6 [-] 1.13 1.26 1.93 -0.661 0.727 0.801 0.632 0.814 0.912 0.771 0.789
ERA5_BARPA [-] 1.85 2.00 1.93 0.0722 0.524 1.62 0.915 0.711 0.794 0.901 0.806
ERA5_CCAM [-] 2.19 2.34 1.93 0.412 0.609 1.41 0.771 0.748 0.855 0.931 0.811
MPI-ESM1-2-HR_BARPA [-] 1.12 1.23 1.93 -0.695 0.746 0.395 0.618 0.831 0.958 0.754 0.799
MPI-ESM1-2-HR_CMIP6 [-] 0.762 0.806 1.93 -1.12 1.19 0.786 0.462 0.769 0.926 0.521 0.689
NorESM2-MM_BARPA [-] 2.13 2.29 1.93 0.363 0.796 2.02 0.794 0.622 0.770 0.963 0.754
NorESM2-MM_CCAM [-] 2.34 2.43 1.93 0.500 0.702 0.801 0.747 0.749 0.912 0.605 0.753
NorESM2-MM_CMIP6 [-] 2.72 2.81 1.93 0.886 1.10 1.81 0.588 0.670 0.695 0.522 0.629
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.97
ACCESS-CM2_BARPA [-] 2.33 2.21 1.97 0.246 0.470 0.998 0.871 0.796 0.866 0.934 0.853
ACCESS-CM2_CCAM [-] 2.02 2.03 1.97 0.0593 0.404 0.998 0.967 0.793 0.866 0.998 0.883
ACCESS-CM2_CMIP6 [-] 1.93 1.96 1.97 -0.0102 0.444 0.00 0.984 0.776 1.00 0.973 0.902
ACCESS-ESM1-5_BARPA [-] 2.48 2.31 1.97 0.344 0.573 0.998 0.825 0.771 0.866 0.876 0.822
ACCESS-ESM1-5_CCAM [-] 2.74 2.68 1.97 0.718 0.912 0.998 0.667 0.725 0.866 0.771 0.751
ACCESS-ESM1-5_CMIP6 [-] 2.29 2.34 1.97 0.369 0.748 0.983 0.810 0.694 0.937 0.999 0.827
CESM2_BARPA [-] 2.23 2.06 1.97 0.0898 0.595 0.983 0.954 0.717 0.937 0.845 0.834
CESM2_CCAM [-] 1.99 1.77 1.97 -0.192 0.487 0.00 0.893 0.779 1.00 0.873 0.865
CESM2_CMIP6 [-] 2.49 2.44 1.97 0.470 0.704 0.00 0.762 0.745 1.00 0.947 0.840
CMCC-ESM2_BARPA [-] 1.81 1.70 1.97 -0.268 0.659 2.02 0.863 0.710 0.752 0.889 0.785
CMCC-ESM2_CCAM [-] 2.14 2.04 1.97 0.0718 0.502 2.02 0.958 0.749 0.752 0.985 0.839
CMCC-ESM2_CMIP6 [-] 2.32 2.26 1.97 0.291 0.654 0.00 0.847 0.722 1.00 0.997 0.858
CNRM-ESM2-1_CCAM [-] 2.12 2.03 1.97 0.0667 0.457 1.49 0.955 0.775 0.837 0.658 0.800
CNRM-ESM2-1_CMIP6 [-] 2.01 1.94 1.97 -0.0263 0.455 0.983 0.958 0.775 0.937 0.882 0.865
EC-Earth3_BARPA [-] 1.75 1.56 1.97 -0.407 0.555 0.497 0.793 0.808 0.971 0.997 0.875
EC-Earth3_CCAM [-] 1.93 1.80 1.97 -0.167 0.465 0.998 0.907 0.776 0.866 0.933 0.852
EC-Earth3_CMIP6 [-] 1.54 1.39 1.97 -0.575 0.668 0.00 0.717 0.834 1.00 0.823 0.842
ERA5_BARPA [-] 2.23 2.08 1.97 0.109 0.472 2.02 0.947 0.774 0.752 0.536 0.757
ERA5_CCAM [-] 2.40 2.26 1.97 0.299 0.500 0.998 0.848 0.797 0.866 0.690 0.800
MPI-ESM1-2-HR_BARPA [-] 1.32 1.22 1.97 -0.744 0.832 0.00 0.651 0.810 1.00 0.862 0.827
MPI-ESM1-2-HR_CMIP6 [-] 0.602 0.601 1.97 -1.37 1.49 0.983 0.457 0.711 0.937 0.752 0.713
NorESM2-MM_BARPA [-] 2.44 2.28 1.97 0.318 0.751 0.983 0.835 0.676 0.937 0.973 0.820
NorESM2-MM_CCAM [-] 2.42 2.35 1.97 0.380 0.684 0.497 0.821 0.732 0.971 0.102 0.672
NorESM2-MM_CMIP6 [-] 2.84 2.80 1.97 0.835 1.06 0.00 0.625 0.691 1.00 0.620 0.725
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.97
ACCESS-CM2_BARPA [-] 1.87 1.76 1.97 -0.206 0.920 0.280 0.872 0.744 0.987 0.523 0.774
ACCESS-CM2_CCAM [-] 1.71 1.64 1.97 -0.335 0.784 0.280 0.865 0.788 0.987 0.393 0.764
ACCESS-CM2_CMIP6 [-] 1.82 1.74 1.97 -0.234 1.07 0.280 0.866 0.702 0.987 0.319 0.715
ACCESS-ESM1-5_BARPA [-] 2.11 1.99 1.97 0.0140 0.545 0.421 0.891 0.852 0.975 0.723 0.859
ACCESS-ESM1-5_CCAM [-] 2.58 2.43 1.97 0.461 0.807 0.141 0.837 0.807 0.992 0.811 0.851
ACCESS-ESM1-5_CMIP6 [-] 2.38 2.25 1.97 0.275 0.855 0.280 0.861 0.772 0.986 0.650 0.808
CESM2_BARPA [-] 1.51 1.41 1.97 -0.556 0.909 0.280 0.814 0.772 0.987 0.489 0.767
CESM2_CCAM [-] 1.52 1.33 1.97 -0.636 1.09 0.280 0.792 0.730 0.987 0.806 0.809
CESM2_CMIP6 [-] 2.38 2.27 1.97 0.301 0.946 0.280 0.856 0.755 0.987 0.718 0.814
CMCC-ESM2_BARPA [-] 1.32 1.22 1.97 -0.755 1.21 0.701 0.757 0.709 0.959 0.522 0.731
CMCC-ESM2_CCAM [-] 1.99 1.87 1.97 -0.0983 0.599 0.280 0.907 0.829 0.987 0.771 0.865
CMCC-ESM2_CMIP6 [-] 2.81 2.68 1.97 0.704 1.38 0.280 0.773 0.686 0.987 0.743 0.775
CNRM-ESM2-1_CCAM [-] 1.89 1.77 1.97 -0.197 0.655 0.560 0.892 0.816 0.967 0.519 0.802
CNRM-ESM2-1_CMIP6 [-] 1.38 1.21 1.97 -0.759 1.29 0.419 0.759 0.687 0.978 0.487 0.720
EC-Earth3_BARPA [-] 1.63 1.50 1.97 -0.475 0.702 0.844 0.839 0.831 0.942 0.946 0.878
EC-Earth3_CCAM [-] 2.02 1.86 1.97 -0.108 0.419 0.425 0.936 0.875 0.964 0.951 0.920
EC-Earth3_CMIP6 [-] 1.85 1.73 1.97 -0.243 0.794 0.280 0.896 0.774 0.987 0.906 0.867
ERA5_BARPA [-] 2.03 1.90 1.97 -0.0699 0.848 0.704 0.906 0.749 0.948 0.758 0.822
ERA5_CCAM [-] 2.25 2.08 1.97 0.107 0.572 0.282 0.909 0.835 0.981 0.809 0.874
MPI-ESM1-2-HR_BARPA [-] 1.34 1.22 1.97 -0.748 1.03 0.280 0.758 0.775 0.987 0.698 0.798
MPI-ESM1-2-HR_CMIP6 [-] 0.702 0.619 1.97 -1.35 1.84 0.280 0.608 0.635 0.987 0.275 0.628
NorESM2-MM_BARPA [-] 2.08 1.93 1.97 -0.0398 0.742 0.419 0.937 0.771 0.976 0.898 0.871
NorESM2-MM_CCAM [-] 2.79 2.59 1.97 0.617 0.845 0.419 0.807 0.813 0.978 0.977 0.878
NorESM2-MM_CMIP6 [-] 3.23 3.11 1.97 1.14 1.54 0.558 0.688 0.705 0.972 0.828 0.780
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.40
ACCESS-CM2_BARPA [-] 2.78 2.73 2.40 0.328 1.13 0.546 0.892 0.749 0.963 0.961 0.863
ACCESS-CM2_CCAM [-] 2.52 2.43 2.40 0.0342 0.839 0.330 0.892 0.812 0.972 0.861 0.870
ACCESS-CM2_CMIP6 [-] 2.37 2.30 2.40 -0.0941 1.30 0.330 0.901 0.694 0.972 0.782 0.809
ACCESS-ESM1-5_BARPA [-] 2.63 2.60 2.40 0.206 0.677 0.549 0.923 0.840 0.959 0.973 0.907
ACCESS-ESM1-5_CCAM [-] 2.81 2.67 2.40 0.277 0.962 0.330 0.926 0.769 0.972 0.986 0.884
ACCESS-ESM1-5_CMIP6 [-] 2.65 2.64 2.40 0.243 1.10 0.438 0.925 0.730 0.967 0.990 0.869
CESM2_BARPA [-] 2.04 1.99 2.40 -0.406 0.849 0.546 0.886 0.806 0.966 0.919 0.877
CESM2_CCAM [-] 2.04 1.85 2.40 -0.543 1.35 0.330 0.856 0.700 0.972 0.983 0.842
CESM2_CMIP6 [-] 2.66 2.58 2.40 0.185 0.969 0.548 0.942 0.758 0.961 0.999 0.884
CMCC-ESM2_BARPA [-] 1.92 1.86 2.40 -0.538 1.21 0.655 0.853 0.736 0.956 0.888 0.834
CMCC-ESM2_CCAM [-] 2.91 2.76 2.40 0.359 0.841 0.330 0.890 0.822 0.972 0.956 0.892
CMCC-ESM2_CMIP6 [-] 3.85 3.78 2.40 1.38 2.08 0.330 0.691 0.658 0.972 0.935 0.783
CNRM-ESM2-1_CCAM [-] 2.55 2.46 2.40 0.0643 0.752 0.330 0.918 0.820 0.972 0.920 0.890
CNRM-ESM2-1_CMIP6 [-] 1.34 1.22 2.40 -1.18 1.80 0.330 0.704 0.669 0.972 0.720 0.747
EC-Earth3_BARPA [-] 2.44 2.35 2.40 -0.0517 0.644 0.546 0.936 0.840 0.967 0.980 0.913
EC-Earth3_CCAM [-] 3.13 2.91 2.40 0.517 1.06 0.111 0.860 0.764 0.990 0.940 0.863
EC-Earth3_CMIP6 [-] 2.94 2.86 2.40 0.463 1.42 0.438 0.877 0.675 0.968 0.990 0.837
ERA5_BARPA [-] 2.64 2.59 2.40 0.192 0.716 0.439 0.931 0.826 0.968 0.979 0.906
ERA5_CCAM [-] 2.91 2.76 2.40 0.359 0.593 0.329 0.900 0.871 0.976 0.995 0.923
MPI-ESM1-2-HR_BARPA [-] 2.20 2.14 2.40 -0.257 0.832 0.763 0.918 0.799 0.954 0.971 0.888
MPI-ESM1-2-HR_CMIP6 [-] 1.29 1.23 2.40 -1.17 1.63 0.548 0.708 0.714 0.961 0.613 0.742
NorESM2-MM_BARPA [-] 2.70 2.65 2.40 0.254 0.997 0.436 0.916 0.764 0.975 0.969 0.878
NorESM2-MM_CCAM [-] 2.94 2.84 2.40 0.438 0.705 0.328 0.884 0.856 0.979 0.974 0.910
NorESM2-MM_CMIP6 [-] 3.29 3.22 2.40 0.819 1.12 0.437 0.787 0.801 0.973 0.992 0.871
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.26
ACCESS-CM2_BARPA [-] 1.65 1.59 1.26 0.322 0.452 1.88 0.682 0.684 0.774 0.896 0.744
ACCESS-CM2_CCAM [-] 1.69 1.65 1.26 0.383 0.527 1.74 0.634 0.651 0.800 0.956 0.738
ACCESS-CM2_CMIP6 [-] 1.76 1.78 1.26 0.512 0.662 2.03 0.560 0.621 0.753 0.978 0.707
ACCESS-ESM1-5_BARPA [-] 1.48 1.42 1.26 0.159 0.388 1.01 0.826 0.662 0.906 0.939 0.799
ACCESS-ESM1-5_CCAM [-] 1.53 1.51 1.26 0.246 0.506 1.86 0.753 0.596 0.678 0.935 0.712
ACCESS-ESM1-5_CMIP6 [-] 1.60 1.60 1.26 0.339 0.720 2.71 0.699 0.485 0.544 0.994 0.641
CESM2_BARPA [-] 1.52 1.46 1.26 0.191 0.387 1.31 0.794 0.680 0.842 0.906 0.780
CESM2_CCAM [-] 1.04 0.993 1.26 -0.271 0.420 0.867 0.732 0.691 0.922 0.971 0.801
CESM2_CMIP6 [-] 1.77 1.76 1.26 0.500 0.734 2.00 0.564 0.539 0.668 0.983 0.658
CMCC-ESM2_BARPA [-] 1.40 1.35 1.26 0.0838 0.341 2.19 0.894 0.683 0.669 0.946 0.775
CMCC-ESM2_CCAM [-] 1.95 1.92 1.26 0.651 0.770 1.44 0.462 0.627 0.774 0.907 0.679
CMCC-ESM2_CMIP6 [-] 1.70 1.71 1.26 0.446 0.613 2.02 0.603 0.625 0.674 0.996 0.705
CNRM-ESM2-1_CCAM [-] 1.32 1.29 1.26 0.0282 0.325 1.44 0.950 0.683 0.839 0.995 0.830
CNRM-ESM2-1_CMIP6 [-] 1.27 1.26 1.26 -0.00611 0.347 3.81 0.957 0.665 0.414 0.991 0.738
EC-Earth3_BARPA [-] 1.10 1.06 1.26 -0.206 0.359 0.715 0.791 0.719 0.919 0.984 0.826
EC-Earth3_CCAM [-] 1.31 1.28 1.26 0.0116 0.484 1.86 0.944 0.566 0.655 0.992 0.744
EC-Earth3_CMIP6 [-] 0.981 0.940 1.26 -0.324 0.496 1.57 0.683 0.660 0.707 0.880 0.718
ERA5_BARPA [-] 1.61 1.55 1.26 0.289 0.377 1.74 0.709 0.755 0.746 0.935 0.780
ERA5_CCAM [-] 1.66 1.63 1.26 0.365 0.440 2.01 0.649 0.748 0.596 0.967 0.742
MPI-ESM1-2-HR_BARPA [-] 1.25 1.18 1.26 -0.0847 0.349 1.45 0.822 0.707 0.854 0.986 0.815
MPI-ESM1-2-HR_CMIP6 [-] 0.796 0.762 1.26 -0.503 0.577 3.34 0.554 0.729 0.475 0.905 0.678
NorESM2-MM_BARPA [-] 1.69 1.63 1.26 0.362 0.514 3.21 0.649 0.650 0.427 0.869 0.649
NorESM2-MM_CCAM [-] 1.85 1.81 1.26 0.549 0.630 0.867 0.527 0.693 0.894 0.994 0.760
NorESM2-MM_CMIP6 [-] 1.93 1.93 1.26 0.670 0.726 3.04 0.468 0.728 0.496 0.997 0.683
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.913
ACCESS-CM2_BARPA [-] 1.32 1.33 0.913 0.412 0.549 0.381 0.739 0.773 0.972 0.991 0.850
ACCESS-CM2_CCAM [-] 1.37 1.38 0.913 0.463 0.601 0.557 0.712 0.759 0.949 0.994 0.834
ACCESS-CM2_CMIP6 [-] 1.30 1.30 0.913 0.385 0.601 0.328 0.747 0.724 0.974 0.995 0.833
ACCESS-ESM1-5_BARPA [-] 1.24 1.23 0.913 0.320 0.514 0.783 0.783 0.744 0.951 0.940 0.832
ACCESS-ESM1-5_CCAM [-] 1.39 1.38 0.913 0.467 0.652 0.628 0.700 0.716 0.954 0.887 0.794
ACCESS-ESM1-5_CMIP6 [-] 1.36 1.37 0.913 0.453 0.718 0.631 0.710 0.663 0.958 0.988 0.796
CESM2_BARPA [-] 0.988 0.990 0.913 0.0777 0.448 1.28 0.896 0.729 0.862 0.933 0.830
CESM2_CCAM [-] 0.638 0.643 0.913 -0.270 0.605 1.19 0.816 0.673 0.831 0.908 0.780
CESM2_CMIP6 [-] 1.33 1.33 0.913 0.414 0.688 0.501 0.722 0.673 0.970 0.912 0.790
CMCC-ESM2_BARPA [-] 0.894 0.900 0.913 -0.0127 0.541 1.71 0.909 0.676 0.807 0.902 0.794
CMCC-ESM2_CCAM [-] 1.59 1.61 0.913 0.695 0.895 1.01 0.605 0.660 0.888 0.972 0.757
CMCC-ESM2_CMIP6 [-] 2.00 2.00 0.913 1.08 1.60 0.500 0.458 0.438 0.965 0.658 0.591
CNRM-ESM2-1_CCAM [-] 1.26 1.27 0.913 0.358 0.562 0.706 0.774 0.728 0.949 0.967 0.829
CNRM-ESM2-1_CMIP6 [-] 0.714 0.731 0.913 -0.182 0.476 0.425 0.865 0.726 0.967 0.746 0.806
EC-Earth3_BARPA [-] 0.732 0.735 0.913 -0.177 0.357 0.713 0.861 0.808 0.940 0.982 0.880
EC-Earth3_CCAM [-] 1.07 1.08 0.913 0.165 0.460 0.562 0.886 0.731 0.939 0.953 0.848
EC-Earth3_CMIP6 [-] 0.936 0.938 0.913 0.0253 0.564 0.331 0.886 0.679 0.975 0.943 0.833
ERA5_BARPA [-] 1.16 1.16 0.913 0.249 0.471 1.35 0.832 0.743 0.848 0.997 0.833
ERA5_CCAM [-] 1.25 1.25 0.913 0.339 0.467 0.738 0.770 0.786 0.915 0.931 0.838
MPI-ESM1-2-HR_BARPA [-] 0.761 0.766 0.913 -0.147 0.394 0.537 0.866 0.787 0.965 0.932 0.867
MPI-ESM1-2-HR_CMIP6 [-] 0.440 0.448 0.913 -0.464 0.616 0.482 0.697 0.751 0.968 0.816 0.797
NorESM2-MM_BARPA [-] 1.34 1.35 0.913 0.438 0.759 2.18 0.733 0.636 0.703 0.985 0.739
NorESM2-MM_CCAM [-] 1.70 1.70 0.913 0.784 0.901 0.512 0.559 0.720 0.964 0.991 0.791
NorESM2-MM_CMIP6 [-] 1.92 1.91 0.913 0.997 1.17 0.356 0.480 0.638 0.973 0.877 0.721
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.704
ACCESS-CM2_BARPA [-] 0.991 0.994 0.704 0.290 0.432 1.37 0.701 0.690 0.819 0.924 0.765
ACCESS-CM2_CCAM [-] 0.916 0.904 0.704 0.200 0.393 1.92 0.781 0.668 0.745 0.993 0.771
ACCESS-CM2_CMIP6 [-] 0.981 0.957 0.704 0.253 0.471 1.58 0.730 0.621 0.795 0.993 0.752
ACCESS-ESM1-5_BARPA [-] 0.832 0.826 0.704 0.121 0.297 1.08 0.836 0.734 0.844 0.993 0.828
ACCESS-ESM1-5_CCAM [-] 0.721 0.712 0.704 0.00762 0.325 2.12 0.867 0.688 0.681 0.977 0.780
ACCESS-ESM1-5_CMIP6 [-] 0.921 0.921 0.704 0.217 0.496 1.57 0.755 0.584 0.817 0.974 0.743
CESM2_BARPA [-] 0.738 0.743 0.704 0.0388 0.272 1.35 0.882 0.729 0.815 0.911 0.813
CESM2_CCAM [-] 0.514 0.521 0.704 -0.184 0.408 3.35 0.771 0.659 0.401 0.992 0.696
CESM2_CMIP6 [-] 0.865 0.853 0.704 0.149 0.348 1.04 0.773 0.719 0.870 0.802 0.777
CMCC-ESM2_BARPA [-] 0.750 0.757 0.704 0.0528 0.366 2.36 0.875 0.647 0.626 0.886 0.736
CMCC-ESM2_CCAM [-] 1.28 1.27 0.704 0.565 0.704 1.88 0.497 0.608 0.730 0.960 0.681
CMCC-ESM2_CMIP6 [-] 1.20 1.18 0.704 0.476 0.717 1.37 0.587 0.557 0.825 0.481 0.601
CNRM-ESM2-1_CCAM [-] 0.919 0.918 0.704 0.214 0.349 1.18 0.782 0.722 0.832 0.829 0.778
CNRM-ESM2-1_CMIP6 [-] 0.612 0.629 0.704 -0.0757 0.286 2.11 0.886 0.715 0.684 0.941 0.788
EC-Earth3_BARPA [-] 0.550 0.564 0.704 -0.140 0.246 1.22 0.817 0.791 0.840 0.994 0.847
EC-Earth3_CCAM [-] 0.676 0.682 0.704 -0.0229 0.313 1.07 0.904 0.693 0.875 0.955 0.824
EC-Earth3_CMIP6 [-] 0.565 0.575 0.704 -0.129 0.379 1.38 0.818 0.657 0.833 0.991 0.791
ERA5_BARPA [-] 0.946 0.948 0.704 0.244 0.335 1.50 0.737 0.756 0.814 0.950 0.803
ERA5_CCAM [-] 0.801 0.791 0.704 0.0861 0.213 1.12 0.873 0.797 0.841 0.994 0.861
MPI-ESM1-2-HR_BARPA [-] 0.640 0.646 0.704 -0.0585 0.244 1.35 0.896 0.756 0.821 0.738 0.793
MPI-ESM1-2-HR_CMIP6 [-] 0.326 0.332 0.704 -0.372 0.436 1.79 0.615 0.757 0.701 0.694 0.705
NorESM2-MM_BARPA [-] 1.07 1.08 0.704 0.378 0.539 2.16 0.630 0.627 0.669 0.975 0.706
NorESM2-MM_CCAM [-] 1.27 1.26 0.704 0.554 0.659 1.47 0.512 0.659 0.818 0.951 0.720
NorESM2-MM_CMIP6 [-] 1.27 1.26 0.704 0.560 0.669 2.27 0.516 0.657 0.647 0.929 0.682
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.03
ACCESS-CM2_BARPA [-] 5.57 3.89 3.03 0.857 1.15 0.00 0.568 0.605 1.00 1.00 0.756
ACCESS-CM2_CCAM [-] 4.28 2.97 3.03 -0.0620 0.469 0.00 0.960 0.736 1.00 1.00 0.887
ACCESS-CM2_CMIP6 [-] 3.43 2.44 3.03 -0.589 0.752 0.00 0.678 0.735 1.00 1.00 0.830
ACCESS-ESM1-5_BARPA [-] 5.56 3.72 3.03 0.688 1.10 0.00 0.636 0.570 1.00 1.00 0.755
ACCESS-ESM1-5_CCAM [-] 4.50 2.93 3.03 -0.0951 0.436 1.03 0.939 0.756 0.930 1.00 0.876
ACCESS-ESM1-5_CMIP6 [-] 2.15 2.17 3.03 -0.861 0.921 0.00 0.567 0.806 1.00 1.00 0.836
CESM2_BARPA [-] 5.35 3.58 3.03 0.555 0.862 0.00 0.694 0.648 1.00 1.00 0.798
CESM2_CCAM [-] 4.87 3.18 3.03 0.149 0.706 0.00 0.907 0.635 1.00 1.00 0.835
CESM2_CMIP6 [-] 3.24 2.78 3.03 -0.251 0.490 0.00 0.848 0.758 1.00 1.00 0.873
CMCC-ESM2_BARPA [-] 4.74 3.29 3.03 0.261 0.469 0.00 0.842 0.774 1.00 1.00 0.878
CMCC-ESM2_CCAM [-] 4.24 3.24 3.03 0.214 0.372 1.03 0.869 0.818 0.930 1.00 0.887
CMCC-ESM2_CMIP6 [-] 2.54 2.34 3.03 -0.691 0.730 1.03 0.634 0.856 0.930 1.00 0.855
CNRM-ESM2-1_CCAM [-] 4.12 2.77 3.03 -0.259 0.423 1.03 0.843 0.802 0.930 1.00 0.875
CNRM-ESM2-1_CMIP6 [-] 3.65 2.88 3.03 -0.145 0.294 1.03 0.909 0.845 0.930 1.00 0.906
EC-Earth3_BARPA [-] 4.64 3.30 3.03 0.275 0.456 0.00 0.835 0.786 1.00 1.00 0.881
EC-Earth3_CCAM [-] 4.25 3.03 3.03 -0.00366 0.239 0.00 0.998 0.854 1.00 1.00 0.941
EC-Earth3_CMIP6 [-] 3.52 2.79 3.03 -0.238 0.406 0.00 0.855 0.805 1.00 1.00 0.893
ERA5_BARPA [-] 4.68 3.39 3.03 0.357 0.407 1.03 0.790 0.879 0.930 1.00 0.896
ERA5_CCAM [-] 3.67 2.74 3.03 -0.289 0.379 0.00 0.826 0.851 1.00 1.00 0.906
MPI-ESM1-2-HR_BARPA [-] 5.75 3.74 3.03 0.710 1.06 1.03 0.626 0.595 0.930 1.00 0.749
MPI-ESM1-2-HR_CMIP6 [-] 2.99 2.49 3.03 -0.542 0.704 1.03 0.700 0.744 0.930 1.00 0.824
NorESM2-MM_BARPA [-] 5.16 3.78 3.03 0.746 0.901 0.00 0.612 0.717 1.00 1.00 0.809
NorESM2-MM_CCAM [-] 4.26 3.05 3.03 0.0222 0.369 0.00 0.986 0.784 1.00 1.00 0.911
NorESM2-MM_CMIP6 [-] 3.20 2.90 3.03 -0.132 0.290 0.00 0.917 0.843 1.00 1.00 0.921
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.30
ACCESS-CM2_BARPA [-] 2.53 2.84 2.30 0.541 0.697 1.02 0.645 0.701 0.933 1.00 0.796
ACCESS-CM2_CCAM [-] 2.25 2.66 2.30 0.366 0.682 1.02 0.744 0.628 0.933 1.00 0.787
ACCESS-CM2_CMIP6 [-] 2.22 2.24 2.30 -0.0516 0.750 1.02 0.959 0.546 0.933 1.00 0.797
ACCESS-ESM1-5_BARPA [-] 2.17 2.51 2.30 0.218 0.600 2.05 0.838 0.636 0.745 1.00 0.771
ACCESS-ESM1-5_CCAM [-] 2.20 2.55 2.30 0.252 0.780 1.02 0.815 0.550 0.933 1.00 0.770
ACCESS-ESM1-5_CMIP6 [-] 1.97 1.99 2.30 -0.301 1.02 2.05 0.784 0.455 0.745 1.00 0.688
CESM2_BARPA [-] 2.49 2.73 2.30 0.430 0.649 1.02 0.706 0.675 0.933 1.00 0.798
CESM2_CCAM [-] 1.63 1.79 2.30 -0.508 0.669 3.03 0.663 0.703 0.502 1.00 0.714
CESM2_CMIP6 [-] 2.45 2.54 2.30 0.245 0.771 1.02 0.820 0.553 0.933 1.00 0.772
CMCC-ESM2_BARPA [-] 2.51 2.63 2.30 0.332 0.595 0.00 0.764 0.670 1.00 1.00 0.821
CMCC-ESM2_CCAM [-] 2.84 3.19 2.30 0.890 1.22 1.02 0.486 0.507 0.933 1.00 0.687
CMCC-ESM2_CMIP6 [-] 2.68 2.56 2.30 0.263 0.728 1.02 0.808 0.577 0.933 1.00 0.779
CNRM-ESM2-1_CCAM [-] 2.05 2.20 2.30 -0.0944 0.609 2.05 0.926 0.614 0.745 1.00 0.780
CNRM-ESM2-1_CMIP6 [-] 2.57 2.58 2.30 0.285 0.688 1.02 0.794 0.602 0.933 1.00 0.786
EC-Earth3_BARPA [-] 2.30 2.17 2.30 -0.125 0.485 3.03 0.904 0.684 0.502 1.00 0.755
EC-Earth3_CCAM [-] 2.40 2.43 2.30 0.132 0.715 3.03 0.898 0.566 0.502 1.00 0.706
EC-Earth3_CMIP6 [-] 1.80 1.77 2.30 -0.528 0.725 3.03 0.652 0.669 0.502 1.00 0.698
ERA5_BARPA [-] 2.67 2.82 2.30 0.529 0.681 0.00 0.651 0.707 1.00 1.00 0.813
ERA5_CCAM [-] 2.58 2.79 2.30 0.491 0.680 0.00 0.672 0.682 1.00 1.00 0.807
MPI-ESM1-2-HR_BARPA [-] 2.07 2.20 2.30 -0.0909 0.417 5.10 0.929 0.719 0.0631 1.00 0.686
MPI-ESM1-2-HR_CMIP6 [-] 1.40 1.46 2.30 -0.836 0.904 5.10 0.508 0.757 0.0631 1.00 0.617
NorESM2-MM_BARPA [-] 2.82 3.06 2.30 0.761 0.883 0.00 0.540 0.695 1.00 1.00 0.786
NorESM2-MM_CCAM [-] 2.13 2.54 2.30 0.245 0.463 3.03 0.820 0.727 0.502 1.00 0.755
NorESM2-MM_CMIP6 [-] 2.44 2.50 2.30 0.201 0.396 0.00 0.850 0.759 1.00 1.00 0.873
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.958
ACCESS-CM2_BARPA [-] 1.18 1.22 0.958 0.258 0.315 0.00 0.680 0.764 1.00 0.657 0.773
ACCESS-CM2_CCAM [-] 1.07 1.04 0.958 0.0840 0.243 0.508 0.883 0.713 0.965 0.454 0.746
ACCESS-CM2_CMIP6 [-] 1.04 1.07 0.958 0.109 0.342 2.03 0.851 0.615 0.705 0.350 0.627
ACCESS-ESM1-5_BARPA [-] 1.00 1.03 0.958 0.0739 0.237 2.05 0.897 0.716 0.745 0.211 0.657
ACCESS-ESM1-5_CCAM [-] 0.941 0.920 0.958 -0.0374 0.323 2.03 0.945 0.618 0.705 0.537 0.685
ACCESS-ESM1-5_CMIP6 [-] 1.08 1.11 0.958 0.150 0.502 4.52 0.805 0.494 0.160 0.716 0.534
CESM2_BARPA [-] 1.02 1.03 0.958 0.0747 0.223 1.02 0.895 0.731 0.933 0.420 0.742
CESM2_CCAM [-] 0.773 0.744 0.958 -0.213 0.278 1.02 0.728 0.771 0.933 0.904 0.822
CESM2_CMIP6 [-] 1.13 1.17 0.958 0.210 0.440 3.53 0.731 0.563 0.445 0.307 0.522
CMCC-ESM2_BARPA [-] 1.01 1.01 0.958 0.0547 0.294 4.08 0.924 0.653 0.244 0.290 0.553
CMCC-ESM2_CCAM [-] 1.39 1.34 0.958 0.379 0.489 4.08 0.567 0.626 0.244 0.795 0.572
CMCC-ESM2_CMIP6 [-] 1.07 1.11 0.958 0.153 0.309 2.55 0.797 0.674 0.510 0.217 0.574
CNRM-ESM2-1_CCAM [-] 1.02 0.981 0.958 0.0230 0.228 2.05 0.958 0.713 0.745 0.324 0.691
CNRM-ESM2-1_CMIP6 [-] 0.757 0.842 0.958 -0.115 0.201 0.00 0.841 0.781 1.00 0.481 0.777
EC-Earth3_BARPA [-] 0.749 0.821 0.958 -0.137 0.256 2.05 0.815 0.725 0.745 0.301 0.662
EC-Earth3_CCAM [-] 0.916 0.900 0.958 -0.0574 0.343 3.04 0.917 0.604 0.489 0.160 0.555
EC-Earth3_CMIP6 [-] 0.734 0.724 0.958 -0.234 0.374 3.04 0.709 0.649 0.489 0.908 0.681
ERA5_BARPA [-] 1.14 1.17 0.958 0.208 0.284 1.02 0.733 0.750 0.933 0.158 0.665
ERA5_CCAM [-] 1.12 1.10 0.958 0.146 0.241 3.02 0.803 0.749 0.477 0.998 0.756
MPI-ESM1-2-HR_BARPA [-] 0.959 0.972 0.958 0.0146 0.189 0.00 0.940 0.760 1.00 0.00464 0.693
MPI-ESM1-2-HR_CMIP6 [-] 0.435 0.529 0.958 -0.428 0.476 0.00 0.528 0.734 1.00 0.985 0.796
NorESM2-MM_BARPA [-] 1.24 1.22 0.958 0.265 0.359 1.53 0.675 0.696 0.735 0.0391 0.568
NorESM2-MM_CCAM [-] 1.44 1.37 0.958 0.412 0.470 1.02 0.539 0.706 0.933 0.830 0.743
NorESM2-MM_CMIP6 [-] 1.40 1.42 0.958 0.464 0.495 1.02 0.501 0.773 0.933 0.179 0.632
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.42
ACCESS-CM2_BARPA [-] 1.19 1.40 1.42 -0.0176 0.468 0.827 0.887 0.667 0.900 0.827 0.790
ACCESS-CM2_CCAM [-] 1.12 1.32 1.42 -0.105 0.417 0.827 0.874 0.714 0.900 0.870 0.814
ACCESS-CM2_CMIP6 [-] 1.02 1.26 1.42 -0.167 0.573 2.44 0.819 0.622 0.622 0.665 0.670
ACCESS-ESM1-5_BARPA [-] 0.947 1.11 1.42 -0.316 0.546 1.23 0.755 0.675 0.863 0.576 0.709
ACCESS-ESM1-5_CCAM [-] 0.870 1.01 1.42 -0.412 0.571 0.00 0.691 0.699 1.00 0.754 0.769
ACCESS-ESM1-5_CMIP6 [-] 0.854 0.978 1.42 -0.444 0.833 3.61 0.676 0.538 0.498 0.358 0.521
CESM2_BARPA [-] 1.03 1.29 1.42 -0.130 0.357 0.00 0.893 0.740 1.00 0.953 0.865
CESM2_CCAM [-] 1.16 1.45 1.42 0.0321 0.537 0.00 0.885 0.621 1.00 0.920 0.809
CESM2_CMIP6 [-] 0.869 0.977 1.42 -0.445 0.561 0.00 0.668 0.732 1.00 0.677 0.762
CMCC-ESM2_BARPA [-] 0.988 1.23 1.42 -0.196 0.397 0.609 0.845 0.738 0.966 0.855 0.828
CMCC-ESM2_CCAM [-] 1.46 1.66 1.42 0.235 0.505 1.44 0.780 0.712 0.861 0.896 0.793
CMCC-ESM2_CMIP6 [-] 1.13 1.19 1.42 -0.229 0.470 1.03 0.773 0.725 0.887 0.430 0.708
CNRM-ESM2-1_CCAM [-] 1.26 1.33 1.42 -0.0936 0.490 2.24 0.865 0.658 0.714 0.841 0.747
CNRM-ESM2-1_CMIP6 [-] 1.21 1.37 1.42 -0.0475 0.403 0.816 0.903 0.708 0.945 0.955 0.844
EC-Earth3_BARPA [-] 1.03 1.35 1.42 -0.0678 0.330 0.204 0.938 0.743 0.987 0.999 0.882
EC-Earth3_CCAM [-] 1.25 1.45 1.42 0.0266 0.383 1.03 0.951 0.706 0.887 0.988 0.847
EC-Earth3_CMIP6 [-] 0.956 1.13 1.42 -0.289 0.530 1.63 0.765 0.668 0.762 0.982 0.769
ERA5_BARPA [-] 1.22 1.47 1.42 0.0509 0.313 0.00 0.862 0.796 1.00 0.867 0.864
ERA5_CCAM [-] 1.10 1.23 1.42 -0.192 0.345 0.207 0.846 0.783 0.986 0.860 0.851
MPI-ESM1-2-HR_BARPA [-] 0.979 1.18 1.42 -0.243 0.391 0.00 0.801 0.755 1.00 0.909 0.844
MPI-ESM1-2-HR_CMIP6 [-] 0.516 0.731 1.42 -0.691 0.766 0.201 0.530 0.755 0.987 0.561 0.718
NorESM2-MM_BARPA [-] 1.31 1.60 1.42 0.179 0.400 0.620 0.854 0.734 0.933 0.952 0.841
NorESM2-MM_CCAM [-] 1.16 1.26 1.42 -0.167 0.535 0.827 0.807 0.662 0.919 0.435 0.697
NorESM2-MM_CMIP6 [-] 1.10 1.19 1.42 -0.227 0.445 0.620 0.797 0.729 0.933 0.505 0.739
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.85
ACCESS-CM2_BARPA [-] 3.45 2.59 2.85 -0.260 0.968 0.00 0.930 0.771 1.00 1.00 0.895
ACCESS-CM2_CCAM [-] 2.69 1.59 2.85 -1.26 1.73 0.00 0.703 0.721 1.00 1.00 0.829
ACCESS-CM2_CMIP6 [-] 2.30 1.80 2.85 -1.05 1.71 0.00 0.747 0.687 1.00 1.00 0.824
ACCESS-ESM1-5_BARPA [-] 3.69 2.99 2.85 0.138 0.963 0.00 0.962 0.767 1.00 1.00 0.899
ACCESS-ESM1-5_CCAM [-] 4.21 2.48 2.85 -0.365 1.02 0.00 0.903 0.767 1.00 1.00 0.887
ACCESS-ESM1-5_CMIP6 [-] 3.79 2.60 2.85 -0.252 1.21 0.00 0.932 0.719 1.00 1.00 0.874
CESM2_BARPA [-] 2.84 2.51 2.85 -0.342 0.891 0.00 0.909 0.795 1.00 1.00 0.900
CESM2_CCAM [-] 3.59 2.61 2.85 -0.242 1.06 0.00 0.935 0.750 1.00 1.00 0.887
CESM2_CMIP6 [-] 3.28 2.26 2.85 -0.586 1.01 0.00 0.849 0.796 1.00 1.00 0.888
CMCC-ESM2_BARPA [-] 2.69 1.77 2.85 -1.08 1.60 0.983 0.740 0.720 0.937 1.00 0.823
CMCC-ESM2_CCAM [-] 3.69 2.25 2.85 -0.595 0.700 0.00 0.847 0.907 1.00 1.00 0.932
CMCC-ESM2_CMIP6 [-] 3.27 2.40 2.85 -0.454 0.543 0.00 0.881 0.920 1.00 1.00 0.944
CNRM-ESM2-1_CCAM [-] 2.80 2.07 2.85 -0.776 1.17 0.00 0.806 0.783 1.00 1.00 0.874
CNRM-ESM2-1_CMIP6 [-] 2.01 2.35 2.85 -0.497 0.948 0.00 0.871 0.799 1.00 1.00 0.894
EC-Earth3_BARPA [-] 3.82 2.49 2.85 -0.357 1.02 0.00 0.905 0.766 1.00 1.00 0.887
EC-Earth3_CCAM [-] 4.13 2.19 2.85 -0.663 0.980 0.00 0.832 0.819 1.00 1.00 0.894
EC-Earth3_CMIP6 [-] 3.50 2.19 2.85 -0.658 1.09 0.00 0.833 0.785 1.00 1.00 0.881
ERA5_BARPA [-] 3.76 2.59 2.85 -0.261 0.366 0.00 0.930 0.931 1.00 1.00 0.958
ERA5_CCAM [-] 3.94 2.52 2.85 -0.326 0.624 0.00 0.913 0.863 1.00 1.00 0.928
MPI-ESM1-2-HR_BARPA [-] 3.18 1.81 2.85 -1.04 1.36 0.00 0.750 0.784 1.00 1.00 0.863
MPI-ESM1-2-HR_CMIP6 [-] 1.47 0.616 2.85 -2.23 2.74 0.00 0.537 0.642 1.00 1.00 0.764
NorESM2-MM_BARPA [-] 3.98 3.01 2.85 0.157 0.808 0.00 0.957 0.802 1.00 1.00 0.912
NorESM2-MM_CCAM [-] 4.63 2.70 2.85 -0.153 0.545 0.00 0.958 0.865 1.00 1.00 0.938
NorESM2-MM_CMIP6 [-] 4.12 2.98 2.85 0.130 0.657 0.00 0.964 0.836 1.00 1.00 0.927

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:
CPC Merged Analysis of Precipitation (excludes NCEP Reanalysis)

  Institutions:
NOAA/OAR/ESRL PSD, Boulder, Colorado, USA

  Source:
Merged Precipitation with gauge observations, a variety of satellite observations and the NCEP–NCAR reanalysis

  History:
2019-04-30: downloaded source from https://www.esrl.noaa.gov/psd/data/gridded/data.cmap.html#detail
2019-07-01: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-pr-cmap.py

  References:
Xie, P., and P.A. Arkin (1997), Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs, Bull. Amer. Meteor. Soc., 78, 2539-2558
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  Comments:
time_period: 1979-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 2.5 degree
original_units: mm/day
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7