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 1.63 1.27 0.360 0.697 0.740 0.789 0.722 0.928 0.979 0.828
ACCESS-CM2_CCAM [-] 1.54 1.54 1.27 0.279 0.654 0.938 0.805 0.733 0.914 0.958 0.829
ACCESS-CM2_CMIP6 [-] 1.51 1.51 1.29 0.221 0.730 0.704 0.794 0.690 0.927 0.885 0.797
ACCESS-ESM1-5_BARPA [-] 1.53 1.54 1.27 0.273 0.585 0.754 0.825 0.745 0.934 0.970 0.844
ACCESS-ESM1-5_CCAM [-] 1.65 1.65 1.27 0.383 0.751 0.963 0.778 0.698 0.909 0.952 0.807
ACCESS-ESM1-5_CMIP6 [-] 1.63 1.63 1.28 0.354 0.813 1.02 0.779 0.654 0.899 0.983 0.794
CESM2_BARPA [-] 1.30 1.30 1.27 0.0389 0.525 0.946 0.877 0.746 0.920 0.987 0.855
CESM2_CCAM [-] 1.07 1.07 1.27 -0.195 0.706 1.58 0.839 0.683 0.828 0.978 0.802
CESM2_CMIP6 [-] 1.61 1.61 1.26 0.351 0.731 0.680 0.781 0.694 0.933 0.984 0.818
CMCC-ESM2_BARPA [-] 1.20 1.21 1.27 -0.0599 0.617 1.55 0.882 0.715 0.852 0.973 0.827
CMCC-ESM2_CCAM [-] 1.85 1.85 1.27 0.587 0.851 1.11 0.711 0.715 0.895 0.980 0.803
CMCC-ESM2_CMIP6 [-] 2.08 2.08 1.26 0.817 1.27 0.656 0.645 0.617 0.941 0.937 0.751
CNRM-ESM2-1_CCAM [-] 1.49 1.50 1.27 0.231 0.580 0.808 0.838 0.752 0.924 0.969 0.847
CNRM-ESM2-1_CMIP6 [-] 1.05 1.05 1.27 -0.224 0.655 1.08 0.826 0.704 0.888 0.950 0.814
EC-Earth3_BARPA [-] 1.15 1.16 1.27 -0.102 0.482 0.812 0.859 0.780 0.928 0.965 0.862
EC-Earth3_CCAM [-] 1.46 1.46 1.27 0.199 0.626 0.745 0.862 0.710 0.917 0.942 0.828
EC-Earth3_CMIP6 [-] 1.25 1.25 1.26 -0.0138 0.674 0.726 0.833 0.706 0.920 0.969 0.827
ERA5_BARPA [-] 1.53 1.54 1.27 0.276 0.552 1.14 0.833 0.771 0.893 0.991 0.852
ERA5_CCAM [-] 1.60 1.60 1.27 0.334 0.508 0.660 0.811 0.806 0.933 0.977 0.867
MPI-ESM1-2-HR_BARPA [-] 1.11 1.12 1.27 -0.142 0.517 0.781 0.860 0.763 0.919 0.979 0.857
MPI-ESM1-2-HR_CMIP6 [-] 0.641 0.641 1.28 -0.637 0.862 1.07 0.654 0.725 0.880 0.823 0.762
NorESM2-MM_BARPA [-] 1.68 1.69 1.27 0.421 0.763 1.68 0.770 0.699 0.835 0.983 0.797
NorESM2-MM_CCAM [-] 1.93 1.93 1.27 0.664 0.875 0.875 0.688 0.734 0.918 0.983 0.812
NorESM2-MM_CMIP6 [-] 2.10 2.10 1.26 0.838 1.06 0.966 0.627 0.706 0.901 0.968 0.782
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 [-] 1.64
ACCESS-CM2_BARPA [-] 2.06 2.06 1.64 0.419 0.661 1.05 0.744 0.702 0.892 0.974 0.814
ACCESS-CM2_CCAM [-] 2.16 2.16 1.64 0.522 0.777 0.619 0.689 0.664 0.951 0.956 0.798
ACCESS-CM2_CMIP6 [-] 2.22 2.22 1.62 0.595 0.824 0.931 0.643 0.650 0.900 0.919 0.764
ACCESS-ESM1-5_BARPA [-] 2.06 2.06 1.64 0.421 0.701 0.909 0.746 0.681 0.912 0.997 0.817
ACCESS-ESM1-5_CCAM [-] 2.51 2.51 1.64 0.876 1.18 0.650 0.541 0.572 0.945 0.917 0.725
ACCESS-ESM1-5_CMIP6 [-] 2.37 2.37 1.66 0.713 1.15 0.780 0.610 0.524 0.936 0.873 0.712
CESM2_BARPA [-] 1.86 1.86 1.64 0.226 0.496 0.637 0.843 0.741 0.946 0.987 0.864
CESM2_CCAM [-] 1.35 1.35 1.64 -0.283 0.544 1.41 0.812 0.727 0.836 0.993 0.829
CESM2_CMIP6 [-] 2.47 2.47 1.64 0.829 1.15 0.933 0.545 0.561 0.912 0.996 0.732
CMCC-ESM2_BARPA [-] 1.68 1.68 1.64 0.0455 0.449 0.849 0.917 0.738 0.917 0.998 0.875
CMCC-ESM2_CCAM [-] 2.41 2.41 1.64 0.773 1.03 0.732 0.577 0.613 0.930 0.955 0.752
CMCC-ESM2_CMIP6 [-] 2.25 2.25 1.64 0.608 0.893 1.02 0.647 0.624 0.895 0.943 0.760
CNRM-ESM2-1_CCAM [-] 1.88 1.87 1.64 0.239 0.577 0.962 0.841 0.694 0.904 0.984 0.838
CNRM-ESM2-1_CMIP6 [-] 1.58 1.58 1.64 -0.0595 0.599 1.76 0.814 0.694 0.789 0.651 0.732
EC-Earth3_BARPA [-] 1.24 1.24 1.64 -0.393 0.478 1.01 0.751 0.830 0.903 0.912 0.847
EC-Earth3_CCAM [-] 1.66 1.66 1.64 0.0265 0.624 0.752 0.922 0.645 0.934 0.984 0.846
EC-Earth3_CMIP6 [-] 1.13 1.13 1.64 -0.510 0.613 1.10 0.686 0.787 0.877 0.966 0.824
ERA5_BARPA [-] 1.85 1.85 1.64 0.212 0.448 0.850 0.849 0.768 0.923 0.997 0.871
ERA5_CCAM [-] 2.19 2.19 1.64 0.555 0.688 0.892 0.675 0.748 0.918 0.991 0.823
MPI-ESM1-2-HR_BARPA [-] 1.12 1.12 1.64 -0.516 0.615 1.56 0.687 0.788 0.800 0.844 0.781
MPI-ESM1-2-HR_CMIP6 [-] 0.762 0.762 1.66 -0.899 0.964 1.61 0.516 0.776 0.799 0.815 0.732
NorESM2-MM_BARPA [-] 2.13 2.13 1.64 0.494 0.757 1.38 0.707 0.670 0.835 0.958 0.779
NorESM2-MM_CCAM [-] 2.34 2.34 1.64 0.700 0.806 1.08 0.613 0.756 0.875 0.995 0.804
NorESM2-MM_CMIP6 [-] 2.72 2.72 1.64 1.07 1.18 1.23 0.465 0.701 0.865 0.915 0.733
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.09
ACCESS-CM2_BARPA [-] 2.54 2.55 2.09 0.455 0.807 0.674 0.791 0.720 0.937 0.950 0.829
ACCESS-CM2_CCAM [-] 2.26 2.26 2.09 0.162 0.604 0.873 0.857 0.771 0.915 0.992 0.871
ACCESS-CM2_CMIP6 [-] 2.07 2.07 2.22 -0.151 0.683 0.487 0.830 0.747 0.943 0.786 0.788
ACCESS-ESM1-5_BARPA [-] 2.66 2.66 2.09 0.569 0.933 0.694 0.752 0.695 0.932 0.909 0.794
ACCESS-ESM1-5_CCAM [-] 2.94 2.94 2.09 0.848 1.08 0.920 0.658 0.720 0.902 0.985 0.802
ACCESS-ESM1-5_CMIP6 [-] 2.42 2.42 2.01 0.406 0.881 0.907 0.811 0.649 0.921 0.871 0.794
CESM2_BARPA [-] 2.51 2.52 2.09 0.424 0.923 0.740 0.794 0.668 0.941 0.843 0.786
CESM2_CCAM [-] 2.14 2.14 2.09 0.0474 0.657 0.768 0.883 0.738 0.928 0.965 0.851
CESM2_CMIP6 [-] 2.78 2.78 2.07 0.710 0.957 1.03 0.672 0.706 0.897 0.939 0.789
CMCC-ESM2_BARPA [-] 2.17 2.17 2.09 0.0796 0.801 1.43 0.848 0.692 0.850 0.795 0.784
CMCC-ESM2_CCAM [-] 2.56 2.55 2.09 0.457 0.727 1.02 0.779 0.764 0.897 0.877 0.835
CMCC-ESM2_CMIP6 [-] 2.59 2.59 2.07 0.527 0.820 0.523 0.746 0.721 0.941 0.964 0.828
CNRM-ESM2-1_CCAM [-] 2.31 2.31 2.09 0.214 0.596 1.06 0.871 0.767 0.900 0.992 0.873
CNRM-ESM2-1_CMIP6 [-] 2.29 2.29 2.08 0.204 0.655 1.06 0.878 0.732 0.915 0.903 0.844
EC-Earth3_BARPA [-] 2.06 2.06 2.09 -0.0305 0.767 0.556 0.839 0.715 0.959 0.775 0.800
EC-Earth3_CCAM [-] 2.23 2.22 2.09 0.126 0.590 0.980 0.892 0.759 0.888 0.966 0.867
EC-Earth3_CMIP6 [-] 1.71 1.71 2.08 -0.374 0.596 0.390 0.813 0.806 0.966 0.996 0.877
ERA5_BARPA [-] 2.45 2.45 2.09 0.360 0.678 1.26 0.826 0.758 0.862 0.951 0.833
ERA5_CCAM [-] 2.64 2.63 2.09 0.542 0.687 0.806 0.759 0.817 0.919 0.994 0.868
MPI-ESM1-2-HR_BARPA [-] 1.56 1.56 2.09 -0.529 0.769 0.313 0.766 0.770 0.964 0.986 0.862
MPI-ESM1-2-HR_CMIP6 [-] 0.843 0.843 2.12 -1.28 1.42 0.625 0.507 0.734 0.954 0.963 0.763
NorESM2-MM_BARPA [-] 2.69 2.70 2.09 0.607 0.962 0.876 0.733 0.690 0.927 0.893 0.789
NorESM2-MM_CCAM [-] 2.50 2.50 2.09 0.405 0.708 0.528 0.795 0.786 0.958 0.723 0.834
NorESM2-MM_CMIP6 [-] 2.94 2.94 2.07 0.877 1.05 0.644 0.638 0.743 0.905 0.929 0.807
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 [-] 2.15
ACCESS-CM2_BARPA [-] 2.42 2.45 2.15 0.307 1.15 0.274 0.880 0.736 0.981 0.990 0.884
ACCESS-CM2_CCAM [-] 2.19 2.20 2.15 0.0562 0.945 0.268 0.896 0.774 0.981 0.940 0.866
ACCESS-CM2_CMIP6 [-] 2.16 2.16 2.20 -0.0460 1.24 0.248 0.912 0.699 0.977 0.828 0.811
ACCESS-ESM1-5_BARPA [-] 2.42 2.45 2.15 0.300 0.829 0.467 0.885 0.810 0.970 0.975 0.901
ACCESS-ESM1-5_CCAM [-] 2.72 2.73 2.15 0.585 1.23 0.329 0.838 0.731 0.976 0.972 0.866
ACCESS-ESM1-5_CMIP6 [-] 2.54 2.54 2.14 0.403 1.11 0.216 0.879 0.730 0.985 0.997 0.881
CESM2_BARPA [-] 1.83 1.85 2.15 -0.299 0.799 0.383 0.903 0.804 0.974 0.933 0.895
CESM2_CCAM [-] 1.83 1.86 2.15 -0.289 1.21 0.242 0.896 0.706 0.983 0.958 0.873
CESM2_CMIP6 [-] 2.55 2.55 2.13 0.413 1.13 0.229 0.873 0.730 0.984 0.972 0.876
CMCC-ESM2_BARPA [-] 1.68 1.69 2.15 -0.457 1.10 0.542 0.860 0.746 0.966 0.933 0.862
CMCC-ESM2_CCAM [-] 2.54 2.56 2.15 0.414 0.931 0.188 0.873 0.795 0.986 0.987 0.904
CMCC-ESM2_CMIP6 [-] 3.43 3.43 2.13 1.29 2.01 0.146 0.690 0.645 0.988 0.984 0.808
CNRM-ESM2-1_CCAM [-] 2.29 2.30 2.15 0.155 0.819 0.343 0.908 0.800 0.977 0.950 0.894
CNRM-ESM2-1_CMIP6 [-] 1.36 1.36 2.15 -0.790 1.44 0.254 0.773 0.699 0.983 0.958 0.837
EC-Earth3_BARPA [-] 2.12 2.15 2.15 0.00451 0.773 0.576 0.913 0.807 0.964 0.950 0.900
EC-Earth3_CCAM [-] 2.69 2.71 2.15 0.568 1.18 0.426 0.841 0.734 0.971 0.868 0.857
EC-Earth3_CMIP6 [-] 2.52 2.52 2.15 0.370 1.30 0.246 0.871 0.693 0.981 0.948 0.868
ERA5_BARPA [-] 2.39 2.42 2.15 0.274 0.874 0.470 0.901 0.790 0.966 0.991 0.901
ERA5_CCAM [-] 2.65 2.67 2.15 0.519 0.822 0.374 0.853 0.826 0.975 0.987 0.905
MPI-ESM1-2-HR_BARPA [-] 1.86 1.90 2.15 -0.251 0.886 0.470 0.895 0.788 0.970 0.985 0.900
MPI-ESM1-2-HR_CMIP6 [-] 1.06 1.06 2.14 -1.09 1.62 0.308 0.707 0.697 0.979 0.916 0.804
NorESM2-MM_BARPA [-] 2.45 2.48 2.15 0.335 1.01 0.530 0.886 0.763 0.967 0.993 0.889
NorESM2-MM_CCAM [-] 2.88 2.89 2.15 0.743 1.14 0.398 0.801 0.779 0.972 0.989 0.861
NorESM2-MM_CMIP6 [-] 3.27 3.27 2.13 1.14 1.54 0.373 0.715 0.734 0.975 0.987 0.838
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 [-] 1.38
ACCESS-CM2_BARPA [-] 1.65 1.64 1.38 0.260 0.470 2.05 0.771 0.685 0.727 0.903 0.762
ACCESS-CM2_CCAM [-] 1.69 1.67 1.38 0.297 0.535 1.95 0.741 0.657 0.760 0.985 0.771
ACCESS-CM2_CMIP6 [-] 1.76 1.76 1.39 0.366 0.663 2.03 0.661 0.612 0.752 0.961 0.732
ACCESS-ESM1-5_BARPA [-] 1.48 1.47 1.38 0.0887 0.413 1.36 0.876 0.683 0.845 0.950 0.821
ACCESS-ESM1-5_CCAM [-] 1.53 1.53 1.38 0.148 0.537 1.89 0.828 0.616 0.743 0.989 0.774
ACCESS-ESM1-5_CMIP6 [-] 1.60 1.60 1.44 0.153 0.789 2.42 0.670 0.516 0.598 0.736 0.617
CESM2_BARPA [-] 1.52 1.50 1.38 0.126 0.393 1.13 0.866 0.704 0.867 0.919 0.824
CESM2_CCAM [-] 1.04 1.03 1.38 -0.348 0.532 1.81 0.695 0.691 0.744 0.968 0.765
CESM2_CMIP6 [-] 1.77 1.77 1.41 0.352 0.667 1.91 0.693 0.602 0.685 0.942 0.716
CMCC-ESM2_BARPA [-] 1.40 1.40 1.38 0.0180 0.353 1.72 0.906 0.721 0.791 0.967 0.832
CMCC-ESM2_CCAM [-] 1.95 1.94 1.38 0.567 0.708 1.66 0.585 0.673 0.777 0.964 0.741
CMCC-ESM2_CMIP6 [-] 1.70 1.70 1.41 0.286 0.555 1.28 0.715 0.682 0.827 0.888 0.767
CNRM-ESM2-1_CCAM [-] 1.32 1.32 1.38 -0.0625 0.380 1.48 0.873 0.708 0.802 0.966 0.823
CNRM-ESM2-1_CMIP6 [-] 1.27 1.27 1.38 -0.112 0.437 3.04 0.831 0.665 0.600 0.994 0.761
EC-Earth3_BARPA [-] 1.10 1.10 1.38 -0.278 0.424 1.22 0.748 0.743 0.837 0.978 0.817
EC-Earth3_CCAM [-] 1.31 1.30 1.38 -0.0727 0.527 1.93 0.876 0.608 0.666 0.967 0.760
EC-Earth3_CMIP6 [-] 0.981 0.981 1.41 -0.428 0.584 2.17 0.645 0.685 0.654 0.797 0.694
ERA5_BARPA [-] 1.61 1.60 1.38 0.224 0.346 1.42 0.793 0.786 0.806 0.957 0.830
ERA5_CCAM [-] 1.66 1.65 1.38 0.277 0.413 1.37 0.750 0.772 0.797 0.994 0.822
MPI-ESM1-2-HR_BARPA [-] 1.25 1.24 1.38 -0.140 0.436 2.64 0.807 0.694 0.603 0.970 0.760
MPI-ESM1-2-HR_CMIP6 [-] 0.796 0.796 1.37 -0.572 0.669 3.84 0.553 0.702 0.394 0.880 0.640
NorESM2-MM_BARPA [-] 1.69 1.68 1.38 0.304 0.489 2.23 0.740 0.690 0.705 0.890 0.749
NorESM2-MM_CCAM [-] 1.85 1.83 1.38 0.456 0.590 1.55 0.646 0.713 0.780 0.993 0.775
NorESM2-MM_CMIP6 [-] 1.93 1.93 1.41 0.521 0.635 1.85 0.607 0.765 0.766 0.870 0.753
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 [-] 0.800
ACCESS-CM2_BARPA [-] 1.19 1.20 0.800 0.395 0.545 0.629 0.734 0.755 0.944 0.948 0.840
ACCESS-CM2_CCAM [-] 1.20 1.20 0.800 0.399 0.553 1.05 0.738 0.750 0.887 0.878 0.815
ACCESS-CM2_CMIP6 [-] 1.18 1.18 0.805 0.375 0.567 0.630 0.734 0.716 0.942 0.956 0.824
ACCESS-ESM1-5_BARPA [-] 1.08 1.08 0.800 0.283 0.471 0.678 0.801 0.749 0.949 0.849 0.847
ACCESS-ESM1-5_CCAM [-] 1.13 1.14 0.800 0.335 0.572 1.09 0.757 0.719 0.882 0.634 0.777
ACCESS-ESM1-5_CMIP6 [-] 1.19 1.19 0.797 0.389 0.640 0.973 0.729 0.663 0.911 0.854 0.790
CESM2_BARPA [-] 0.894 0.894 0.800 0.0935 0.405 1.16 0.904 0.741 0.876 0.992 0.866
CESM2_CCAM [-] 0.591 0.592 0.800 -0.209 0.552 2.11 0.839 0.675 0.680 0.958 0.766
CESM2_CMIP6 [-] 1.15 1.15 0.802 0.349 0.591 0.630 0.752 0.698 0.951 0.754 0.787
CMCC-ESM2_BARPA [-] 0.839 0.840 0.800 0.0395 0.499 1.97 0.919 0.683 0.743 0.945 0.806
CMCC-ESM2_CCAM [-] 1.47 1.47 0.800 0.672 0.861 1.29 0.591 0.661 0.852 0.909 0.738
CMCC-ESM2_CMIP6 [-] 1.69 1.69 0.802 0.893 1.30 0.651 0.512 0.502 0.947 0.434 0.609
CNRM-ESM2-1_CCAM [-] 1.13 1.13 0.800 0.334 0.513 0.741 0.779 0.743 0.932 0.870 0.822
CNRM-ESM2-1_CMIP6 [-] 0.677 0.677 0.808 -0.131 0.413 1.09 0.888 0.738 0.865 0.750 0.812
EC-Earth3_BARPA [-] 0.664 0.665 0.800 -0.136 0.339 0.818 0.876 0.799 0.922 0.993 0.887
EC-Earth3_CCAM [-] 0.922 0.923 0.800 0.123 0.437 0.627 0.884 0.732 0.941 0.852 0.853
EC-Earth3_CMIP6 [-] 0.795 0.795 0.800 -0.00463 0.498 0.578 0.872 0.697 0.949 0.852 0.842
ERA5_BARPA [-] 1.08 1.08 0.800 0.282 0.472 1.36 0.798 0.749 0.847 0.990 0.838
ERA5_CCAM [-] 1.08 1.08 0.800 0.282 0.409 0.615 0.803 0.801 0.930 0.796 0.850
MPI-ESM1-2-HR_BARPA [-] 0.715 0.716 0.800 -0.0845 0.347 0.650 0.906 0.785 0.948 0.958 0.880
MPI-ESM1-2-HR_CMIP6 [-] 0.397 0.397 0.802 -0.405 0.539 1.03 0.708 0.764 0.881 0.885 0.794
NorESM2-MM_BARPA [-] 1.24 1.24 0.800 0.440 0.704 2.15 0.712 0.656 0.704 0.949 0.744
NorESM2-MM_CCAM [-] 1.54 1.54 0.800 0.737 0.867 0.897 0.560 0.700 0.910 0.899 0.760
NorESM2-MM_CMIP6 [-] 1.67 1.67 0.802 0.866 1.03 1.07 0.506 0.651 0.864 0.639 0.686
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 [-] 2.52
ACCESS-CM2_BARPA [-] 2.99 3.02 2.52 0.497 0.944 1.20 0.683 0.601 0.865 0.721 0.712
ACCESS-CM2_CCAM [-] 2.56 2.58 2.52 0.0529 0.774 1.35 0.798 0.605 0.845 0.979 0.773
ACCESS-CM2_CMIP6 [-] 2.23 2.23 2.51 -0.273 0.682 1.58 0.771 0.623 0.782 0.855 0.729
ACCESS-ESM1-5_BARPA [-] 2.75 2.79 2.52 0.264 0.965 1.27 0.686 0.583 0.842 0.672 0.709
ACCESS-ESM1-5_CCAM [-] 2.50 2.51 2.52 -0.00956 0.820 1.35 0.770 0.589 0.853 0.923 0.767
ACCESS-ESM1-5_CMIP6 [-] 1.88 1.88 2.38 -0.502 0.845 1.15 0.672 0.639 0.884 0.389 0.717
CESM2_BARPA [-] 2.90 2.92 2.52 0.395 0.902 0.959 0.709 0.596 0.889 0.764 0.731
CESM2_CCAM [-] 2.36 2.38 2.52 -0.143 1.01 1.59 0.658 0.571 0.789 0.812 0.722
CESM2_CMIP6 [-] 2.35 2.35 2.41 -0.0565 0.594 1.01 0.808 0.661 0.904 0.934 0.705
CMCC-ESM2_BARPA [-] 2.74 2.75 2.52 0.221 0.682 0.864 0.767 0.676 0.915 0.878 0.799
CMCC-ESM2_CCAM [-] 2.91 2.92 2.52 0.393 0.728 1.25 0.734 0.691 0.852 0.992 0.791
CMCC-ESM2_CMIP6 [-] 2.29 2.29 2.41 -0.124 0.647 1.01 0.688 0.749 0.884 0.889 0.660
CNRM-ESM2-1_CCAM [-] 2.35 2.37 2.52 -0.159 0.645 1.47 0.790 0.682 0.836 0.973 0.804
CNRM-ESM2-1_CMIP6 [-] 2.77 2.77 2.66 0.111 0.697 1.49 0.762 0.656 0.842 0.979 0.744
EC-Earth3_BARPA [-] 2.54 2.56 2.52 0.0311 0.675 1.07 0.749 0.697 0.875 0.841 0.791
EC-Earth3_CCAM [-] 2.58 2.58 2.52 0.0512 0.664 1.45 0.800 0.677 0.814 0.982 0.800
EC-Earth3_CMIP6 [-] 2.07 2.07 2.48 -0.405 0.669 1.43 0.713 0.718 0.822 0.993 0.776
ERA5_BARPA [-] 2.86 2.88 2.52 0.354 0.570 1.01 0.751 0.769 0.887 0.925 0.813
ERA5_CCAM [-] 2.57 2.57 2.52 0.0471 0.456 0.702 0.803 0.807 0.923 0.959 0.863
MPI-ESM1-2-HR_BARPA [-] 2.78 2.82 2.52 0.292 0.973 1.73 0.673 0.602 0.790 0.632 0.695
MPI-ESM1-2-HR_CMIP6 [-] 1.77 1.77 2.65 -0.881 1.04 2.00 0.523 0.695 0.747 0.936 0.651
NorESM2-MM_BARPA [-] 3.06 3.08 2.52 0.556 0.849 0.768 0.664 0.655 0.926 0.846 0.751
NorESM2-MM_CCAM [-] 2.54 2.57 2.52 0.0431 0.698 1.07 0.764 0.661 0.875 0.977 0.790
NorESM2-MM_CMIP6 [-] 2.43 2.43 2.41 0.0209 0.465 0.885 0.817 0.755 0.897 0.776 0.708
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 [-] 0.997
ACCESS-CM2_BARPA [-] 1.19 1.22 0.997 0.221 0.416 1.72 0.771 0.672 0.757 0.987 0.777
ACCESS-CM2_CCAM [-] 1.11 1.11 0.997 0.113 0.353 1.16 0.858 0.679 0.860 0.996 0.831
ACCESS-CM2_CMIP6 [-] 1.03 1.03 0.989 0.0369 0.407 1.26 0.856 0.608 0.837 0.820 0.780
ACCESS-ESM1-5_BARPA [-] 0.958 0.978 0.997 -0.0188 0.304 1.67 0.886 0.717 0.773 0.966 0.820
ACCESS-ESM1-5_CCAM [-] 0.885 0.885 0.997 -0.112 0.316 1.05 0.860 0.714 0.874 0.984 0.841
ACCESS-ESM1-5_CMIP6 [-] 0.895 0.895 1.03 -0.136 0.536 3.52 0.809 0.551 0.436 0.723 0.617
CESM2_BARPA [-] 1.03 1.06 0.997 0.0634 0.320 0.936 0.892 0.706 0.873 0.936 0.833
CESM2_CCAM [-] 1.08 1.09 0.997 0.0884 0.607 1.12 0.758 0.538 0.846 0.641 0.718
CESM2_CMIP6 [-] 0.923 0.923 1.01 -0.0896 0.358 0.852 0.812 0.684 0.880 0.979 0.791
CMCC-ESM2_BARPA [-] 0.992 1.02 0.997 0.0198 0.298 1.65 0.909 0.717 0.763 0.992 0.820
CMCC-ESM2_CCAM [-] 1.44 1.44 0.997 0.445 0.584 2.19 0.595 0.651 0.697 0.993 0.721
CMCC-ESM2_CMIP6 [-] 1.12 1.12 1.01 0.103 0.322 1.64 0.845 0.722 0.765 0.717 0.754
CNRM-ESM2-1_CCAM [-] 1.21 1.21 0.997 0.211 0.393 1.83 0.783 0.694 0.765 0.994 0.811
CNRM-ESM2-1_CMIP6 [-] 1.12 1.12 0.997 0.120 0.494 0.850 0.762 0.603 0.928 0.835 0.786
EC-Earth3_BARPA [-] 0.970 1.01 0.997 0.0138 0.354 1.02 0.814 0.715 0.877 0.836 0.806
EC-Earth3_CCAM [-] 1.18 1.19 0.997 0.190 0.495 1.20 0.774 0.605 0.847 0.795 0.761
EC-Earth3_CMIP6 [-] 0.906 0.906 1.00 -0.0978 0.400 2.02 0.825 0.653 0.707 0.977 0.768
ERA5_BARPA [-] 1.21 1.23 0.997 0.232 0.302 1.25 0.762 0.813 0.825 0.992 0.837
ERA5_CCAM [-] 1.11 1.11 0.997 0.109 0.242 1.15 0.866 0.786 0.857 0.996 0.858
MPI-ESM1-2-HR_BARPA [-] 0.975 0.996 0.997 -0.00129 0.286 0.789 0.901 0.725 0.900 0.980 0.854
MPI-ESM1-2-HR_CMIP6 [-] 0.499 0.499 0.986 -0.486 0.538 1.02 0.547 0.759 0.869 0.591 0.682
NorESM2-MM_BARPA [-] 1.29 1.33 0.997 0.331 0.502 1.59 0.690 0.657 0.793 0.934 0.748
NorESM2-MM_CCAM [-] 1.22 1.22 0.997 0.221 0.454 1.64 0.754 0.662 0.798 0.916 0.749
NorESM2-MM_CMIP6 [-] 1.16 1.16 1.01 0.147 0.408 1.20 0.814 0.677 0.856 0.921 0.748
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 [-] 3.45
ACCESS-CM2_BARPA [-] 3.45 3.48 3.45 0.0313 2.24 0.238 0.837 0.638 0.983 0.494 0.727
ACCESS-CM2_CCAM [-] 2.69 2.70 3.45 -0.744 1.99 0.267 0.842 0.662 0.982 0.899 0.826
ACCESS-CM2_CMIP6 [-] 2.30 2.30 3.38 -1.08 2.22 0.198 0.770 0.640 0.986 0.992 0.824
ACCESS-ESM1-5_BARPA [-] 3.69 3.70 3.45 0.249 1.62 0.142 0.849 0.732 0.990 0.511 0.766
ACCESS-ESM1-5_CCAM [-] 4.21 4.22 3.45 0.768 2.07 0.138 0.839 0.648 0.988 0.963 0.836
ACCESS-ESM1-5_CMIP6 [-] 3.79 3.79 3.68 0.120 2.01 0.00 0.965 0.648 1.00 0.887 0.850
CESM2_BARPA [-] 2.84 2.86 3.45 -0.587 1.27 0.0365 0.840 0.799 0.998 0.908 0.877
CESM2_CCAM [-] 3.59 3.58 3.45 0.134 1.62 0.460 0.911 0.708 0.968 0.992 0.874
CESM2_CMIP6 [-] 3.28 3.28 3.35 -0.0680 1.50 0.222 0.913 0.715 0.981 0.832 0.844
CMCC-ESM2_BARPA [-] 2.69 2.70 3.45 -0.752 1.32 0.0671 0.821 0.803 0.996 0.906 0.873
CMCC-ESM2_CCAM [-] 3.69 3.69 3.45 0.239 1.13 0.0530 0.895 0.800 0.996 0.985 0.906
CMCC-ESM2_CMIP6 [-] 3.27 3.27 3.35 -0.0796 0.836 0.00 0.911 0.845 1.00 0.489 0.815
CNRM-ESM2-1_CCAM [-] 2.80 2.78 3.45 -0.667 1.48 0.0734 0.847 0.751 0.995 0.987 0.879
CNRM-ESM2-1_CMIP6 [-] 2.01 2.01 3.51 -1.50 2.39 0.00 0.721 0.670 1.00 0.924 0.811
EC-Earth3_BARPA [-] 3.82 3.87 3.45 0.422 1.78 0.695 0.845 0.708 0.957 0.733 0.799
EC-Earth3_CCAM [-] 4.13 4.13 3.45 0.682 1.96 0.711 0.852 0.664 0.943 0.981 0.838
EC-Earth3_CMIP6 [-] 3.50 3.50 3.39 0.109 1.72 0.132 0.882 0.693 0.991 0.978 0.865
ERA5_BARPA [-] 3.76 3.76 3.45 0.314 1.32 0.0758 0.866 0.776 0.990 0.747 0.837
ERA5_CCAM [-] 3.94 3.93 3.45 0.486 0.976 0.0956 0.878 0.842 0.995 0.995 0.918
MPI-ESM1-2-HR_BARPA [-] 3.18 3.26 3.45 -0.185 1.84 0.0161 0.834 0.704 0.999 0.546 0.763
MPI-ESM1-2-HR_CMIP6 [-] 1.47 1.47 3.49 -2.03 3.01 0.0633 0.622 0.622 0.996 0.665 0.715
NorESM2-MM_BARPA [-] 3.98 4.02 3.45 0.573 1.36 0.0744 0.846 0.782 0.995 0.773 0.842
NorESM2-MM_CCAM [-] 4.63 4.62 3.45 1.17 1.63 0.230 0.776 0.780 0.983 0.995 0.872
NorESM2-MM_CMIP6 [-] 4.12 4.12 3.35 0.770 1.34 0.105 0.818 0.802 0.995 0.825 0.853
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 [-] 4.32
ACCESS-CM2_BARPA [-] 5.19 5.22 4.30 6.18 0.913 2.14 1.42 0.647 0.551 0.721 0.866 0.667
ACCESS-CM2_CCAM [-] 4.18 4.18 4.31 5.04 -0.130 1.70 1.50 0.705 0.593 0.714 0.943 0.710
ACCESS-CM2_CMIP6 [-] 4.65 4.65 4.31 4.73 0.329 1.74 1.44 0.714 0.559 0.728 0.954 0.703
ACCESS-ESM1-5_BARPA [-] 4.13 4.14 4.30 6.18 -0.166 1.88 1.50 0.653 0.579 0.695 0.911 0.683
ACCESS-ESM1-5_CCAM [-] 4.20 4.19 4.31 5.04 -0.115 1.60 1.63 0.709 0.609 0.685 0.948 0.712
ACCESS-ESM1-5_CMIP6 [-] 4.70 4.69 4.29 4.97 0.400 1.90 1.65 0.678 0.531 0.675 0.935 0.670
CESM2_BARPA [-] 6.40 6.38 4.30 6.18 2.08 3.37 1.40 0.485 0.480 0.753 0.553 0.550
CESM2_CCAM [-] 4.00 3.99 4.31 5.04 -0.323 1.84 1.65 0.640 0.636 0.687 0.878 0.695
CESM2_CMIP6 [-] 4.37 4.32 4.31 5.18 0.0139 1.27 1.33 0.764 0.645 0.755 0.976 0.757
CMCC-ESM2_BARPA [-] 5.89 5.86 4.30 6.18 1.55 2.79 1.46 0.530 0.534 0.754 0.628 0.596
CMCC-ESM2_CCAM [-] 4.18 4.17 4.31 5.04 -0.139 1.62 1.64 0.692 0.645 0.679 0.925 0.717
CMCC-ESM2_CMIP6 [-] 4.45 4.40 4.31 5.45 0.0870 1.34 1.46 0.741 0.667 0.707 0.964 0.749
CNRM-ESM2-1_CCAM [-] 3.42 3.42 4.31 5.04 -0.888 1.77 1.81 0.613 0.622 0.649 0.852 0.671
CNRM-ESM2-1_CMIP6 [-] 4.13 4.09 4.31 4.78 -0.216 1.51 1.50 0.707 0.619 0.715 0.951 0.722
EC-Earth3_BARPA [-] 5.50 5.52 4.30 6.18 1.21 2.47 1.17 0.557 0.536 0.800 0.754 0.637
EC-Earth3_CCAM [-] 4.15 4.15 4.31 5.04 -0.158 1.45 1.55 0.759 0.632 0.691 0.955 0.734
EC-Earth3_CMIP6 [-] 4.23 4.20 4.30 5.19 -0.109 1.27 1.30 0.780 0.654 0.760 0.976 0.765
ERA5_BARPA [-] 4.75 4.76 4.30 6.18 0.451 1.18 0.991 0.726 0.722 0.832 0.946 0.790
ERA5_CCAM [-] 3.81 3.81 4.31 5.04 -0.502 1.14 1.16 0.719 0.743 0.769 0.941 0.783
MPI-ESM1-2-HR_BARPA [-] 5.08 5.09 4.30 6.18 0.784 2.23 1.41 0.598 0.553 0.730 0.792 0.645
MPI-ESM1-2-HR_CMIP6 [-] 4.29 4.22 4.30 5.74 -0.0774 1.72 1.52 0.668 0.598 0.692 0.930 0.697
NorESM2-MM_BARPA [-] 6.96 6.95 4.30 6.18 2.64 3.57 1.37 0.425 0.488 0.786 0.574 0.552
NorESM2-MM_CCAM [-] 3.61 3.61 4.31 5.04 -0.701 1.59 1.49 0.635 0.675 0.720 0.886 0.718
NorESM2-MM_CMIP6 [-] 4.66 4.64 4.31 4.96 0.332 1.28 1.31 0.744 0.672 0.753 0.972 0.763
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.61
ACCESS-CM2_BARPA [-] 8.69 8.73 6.60 6.97 2.13 4.44 2.09 0.548 0.453 0.625 0.854 0.587
ACCESS-CM2_CCAM [-] 6.32 6.33 6.60 6.97 -0.272 2.87 2.12 0.694 0.543 0.628 0.972 0.676
ACCESS-CM2_CMIP6 [-] 7.20 7.20 6.60 0.598 3.17 1.98 0.660 0.490 0.675 0.968 0.657
ACCESS-ESM1-5_BARPA [-] 6.06 6.09 6.60 6.97 -0.513 3.37 2.12 0.641 0.501 0.618 0.949 0.642
ACCESS-ESM1-5_CCAM [-] 6.50 6.52 6.60 6.97 -0.0854 2.81 2.25 0.692 0.551 0.610 0.965 0.674
ACCESS-ESM1-5_CMIP6 [-] 7.71 7.77 6.66 6.63 1.11 3.57 2.22 0.639 0.435 0.615 0.958 0.616
CESM2_BARPA [-] 10.6 10.6 6.60 6.97 3.99 6.57 1.75 0.401 0.389 0.706 0.445 0.466
CESM2_CCAM [-] 5.31 5.30 6.60 6.97 -1.31 3.78 2.06 0.514 0.574 0.647 0.864 0.634
CESM2_CMIP6 [-] 6.77 6.73 6.58 7.68 0.148 2.29 1.72 0.726 0.578 0.710 0.955 0.709
CMCC-ESM2_BARPA [-] 9.64 9.62 6.60 6.97 3.02 5.49 1.62 0.437 0.460 0.726 0.495 0.515
CMCC-ESM2_CCAM [-] 6.07 6.07 6.60 6.97 -0.529 2.74 1.87 0.634 0.617 0.662 0.958 0.698
CMCC-ESM2_CMIP6 [-] 6.80 6.76 6.58 7.74 0.175 2.03 1.67 0.721 0.652 0.692 0.966 0.736
CNRM-ESM2-1_CCAM [-] 5.09 5.10 6.60 6.97 -1.50 3.12 2.25 0.577 0.534 0.591 0.965 0.640
CNRM-ESM2-1_CMIP6 [-] 6.30 6.29 6.52 6.54 -0.232 2.73 1.78 0.648 0.541 0.680 0.942 0.671
EC-Earth3_BARPA [-] 8.25 8.27 6.60 6.97 1.67 4.26 1.38 0.526 0.478 0.765 0.726 0.594
EC-Earth3_CCAM [-] 6.11 6.12 6.60 6.97 -0.479 2.73 2.13 0.704 0.563 0.611 0.971 0.682
EC-Earth3_CMIP6 [-] 6.63 6.61 6.62 7.24 -0.00477 2.23 1.57 0.733 0.605 0.738 0.981 0.733
ERA5_BARPA [-] 7.02 7.03 6.60 6.97 0.428 2.12 1.34 0.688 0.661 0.766 0.950 0.745
ERA5_CCAM [-] 5.53 5.54 6.60 6.97 -1.07 2.28 1.49 0.630 0.677 0.745 0.966 0.739
MPI-ESM1-2-HR_BARPA [-] 7.86 7.88 6.60 6.97 1.28 4.21 1.90 0.570 0.439 0.683 0.734 0.573
MPI-ESM1-2-HR_CMIP6 [-] 6.86 6.81 6.59 8.07 0.227 3.17 2.20 0.613 0.515 0.594 0.947 0.637
NorESM2-MM_BARPA [-] 11.8 11.8 6.60 6.97 5.17 6.95 1.62 0.339 0.424 0.728 0.536 0.490
NorESM2-MM_CCAM [-] 5.28 5.29 6.60 6.97 -1.31 2.96 1.94 0.571 0.602 0.650 0.957 0.676
NorESM2-MM_CMIP6 [-] 7.12 7.14 6.58 6.62 0.560 2.19 1.76 0.703 0.617 0.682 0.980 0.720
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 [-] 1.64
ACCESS-CM2_BARPA [-] 2.06 2.06 1.64 0.419 0.661 1.05 0.744 0.702 0.892 0.974 0.803
ACCESS-CM2_CCAM [-] 2.16 2.16 1.64 0.522 0.777 0.619 0.689 0.664 0.951 0.956 0.785
ACCESS-CM2_CMIP6 [-] 2.22 2.22 1.62 0.595 0.824 0.931 0.643 0.650 0.900 0.919 0.753
ACCESS-ESM1-5_BARPA [-] 2.06 2.06 1.64 0.421 0.701 0.909 0.746 0.681 0.912 0.997 0.803
ACCESS-ESM1-5_CCAM [-] 2.51 2.51 1.64 0.876 1.18 0.650 0.541 0.572 0.945 0.917 0.710
ACCESS-ESM1-5_CMIP6 [-] 2.37 2.37 1.66 0.713 1.15 0.780 0.610 0.524 0.936 0.873 0.694
CESM2_BARPA [-] 1.86 1.86 1.64 0.226 0.496 0.637 0.843 0.741 0.946 0.987 0.852
CESM2_CCAM [-] 1.35 1.35 1.64 -0.283 0.544 1.41 0.812 0.727 0.836 0.993 0.819
CESM2_CMIP6 [-] 2.47 2.47 1.64 0.829 1.15 0.933 0.545 0.561 0.912 0.996 0.715
CMCC-ESM2_BARPA [-] 1.68 1.68 1.64 0.0455 0.449 0.849 0.917 0.738 0.917 0.998 0.862
CMCC-ESM2_CCAM [-] 2.41 2.41 1.64 0.773 1.03 0.732 0.577 0.613 0.930 0.955 0.738
CMCC-ESM2_CMIP6 [-] 2.25 2.25 1.64 0.608 0.893 1.02 0.647 0.624 0.895 0.943 0.747
CNRM-ESM2-1_CCAM [-] 1.88 1.87 1.64 0.239 0.577 0.962 0.841 0.694 0.904 0.984 0.823
CNRM-ESM2-1_CMIP6 [-] 1.58 1.58 1.64 -0.0595 0.599 1.76 0.814 0.694 0.789 0.651 0.728
EC-Earth3_BARPA [-] 1.24 1.24 1.64 -0.393 0.478 1.01 0.751 0.830 0.903 0.912 0.845
EC-Earth3_CCAM [-] 1.66 1.66 1.64 0.0265 0.624 0.752 0.922 0.645 0.934 0.984 0.826
EC-Earth3_CMIP6 [-] 1.13 1.13 1.64 -0.510 0.613 1.10 0.686 0.787 0.877 0.966 0.821
ERA5_BARPA [-] 1.85 1.85 1.64 0.212 0.448 0.850 0.849 0.768 0.923 0.997 0.861
ERA5_CCAM [-] 2.19 2.19 1.64 0.555 0.688 0.892 0.675 0.748 0.918 0.991 0.816
MPI-ESM1-2-HR_BARPA [-] 1.12 1.12 1.64 -0.516 0.615 1.56 0.687 0.788 0.800 0.844 0.782
MPI-ESM1-2-HR_CMIP6 [-] 0.762 0.762 1.66 -0.899 0.964 1.61 0.516 0.776 0.799 0.815 0.737
NorESM2-MM_BARPA [-] 2.13 2.13 1.64 0.494 0.757 1.38 0.707 0.670 0.835 0.958 0.768
NorESM2-MM_CCAM [-] 2.34 2.34 1.64 0.700 0.806 1.08 0.613 0.756 0.875 0.995 0.799
NorESM2-MM_CMIP6 [-] 2.72 2.72 1.64 1.07 1.18 1.23 0.465 0.701 0.865 0.915 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 [-] 1.86
ACCESS-CM2_BARPA [-] 2.33 2.32 1.86 0.461 0.737 0.646 0.783 0.757 0.932 0.880 0.822
ACCESS-CM2_CCAM [-] 2.02 2.02 1.86 0.159 0.556 0.807 0.863 0.794 0.916 0.993 0.872
ACCESS-CM2_CMIP6 [-] 1.93 1.93 2.04 -0.106 0.689 0.101 0.826 0.749 0.991 0.727 0.809
ACCESS-ESM1-5_BARPA [-] 2.48 2.47 1.86 0.610 0.902 0.674 0.730 0.719 0.926 0.764 0.772
ACCESS-ESM1-5_CCAM [-] 2.74 2.73 1.86 0.870 1.07 0.728 0.646 0.743 0.929 0.965 0.805
ACCESS-ESM1-5_CMIP6 [-] 2.29 2.29 1.82 0.466 0.859 0.762 0.783 0.687 0.952 0.916 0.805
CESM2_BARPA [-] 2.23 2.22 1.86 0.366 0.811 0.727 0.815 0.705 0.945 0.752 0.784
CESM2_CCAM [-] 1.99 1.98 1.86 0.119 0.641 0.602 0.899 0.736 0.949 0.814 0.827
CESM2_CMIP6 [-] 2.49 2.49 1.83 0.659 0.882 0.932 0.698 0.736 0.905 0.850 0.785
CMCC-ESM2_BARPA [-] 1.81 1.80 1.86 -0.0579 0.708 1.41 0.868 0.724 0.855 0.764 0.787
CMCC-ESM2_CCAM [-] 2.14 2.13 1.86 0.276 0.549 1.02 0.858 0.803 0.891 0.957 0.863
CMCC-ESM2_CMIP6 [-] 2.32 2.32 1.83 0.490 0.813 0.233 0.767 0.715 0.970 0.896 0.813
CNRM-ESM2-1_CCAM [-] 2.12 2.11 1.86 0.248 0.558 1.02 0.872 0.785 0.902 0.992 0.867
CNRM-ESM2-1_CMIP6 [-] 2.01 2.01 1.87 0.141 0.602 1.17 0.905 0.756 0.895 0.821 0.826
EC-Earth3_BARPA [-] 1.75 1.74 1.86 -0.117 0.649 0.588 0.868 0.754 0.958 0.737 0.814
EC-Earth3_CCAM [-] 1.93 1.92 1.86 0.0606 0.519 0.936 0.924 0.782 0.895 0.970 0.870
EC-Earth3_CMIP6 [-] 1.54 1.54 1.84 -0.297 0.552 0.260 0.851 0.803 0.975 0.929 0.872
ERA5_BARPA [-] 2.23 2.22 1.86 0.365 0.664 1.35 0.822 0.763 0.840 0.881 0.814
ERA5_CCAM [-] 2.40 2.39 1.86 0.535 0.684 0.895 0.761 0.813 0.907 0.986 0.856
MPI-ESM1-2-HR_BARPA [-] 1.32 1.32 1.86 -0.542 0.752 0.197 0.762 0.781 0.980 0.981 0.857
MPI-ESM1-2-HR_CMIP6 [-] 0.602 0.602 1.89 -1.29 1.45 0.687 0.508 0.717 0.955 0.647 0.709
NorESM2-MM_BARPA [-] 2.44 2.44 1.86 0.578 0.924 0.956 0.743 0.699 0.923 0.804 0.774
NorESM2-MM_CCAM [-] 2.42 2.42 1.86 0.562 0.763 0.500 0.761 0.781 0.966 0.783 0.815
NorESM2-MM_CMIP6 [-] 2.84 2.84 1.83 1.01 1.16 0.234 0.585 0.742 0.979 0.989 0.807
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 [-] 2.60
ACCESS-CM2_BARPA [-] 2.99 3.04 2.60 0.440 0.958 0.734 0.803 0.662 0.945 0.893 0.793
ACCESS-CM2_CCAM [-] 2.75 2.77 2.60 0.169 0.708 1.02 0.849 0.736 0.912 0.956 0.838
ACCESS-CM2_CMIP6 [-] 2.44 2.44 2.71 -0.271 0.665 1.51 0.839 0.744 0.846 0.472 0.729
ACCESS-ESM1-5_BARPA [-] 3.03 3.08 2.60 0.481 1.00 0.735 0.786 0.659 0.941 0.810 0.771
ACCESS-ESM1-5_CCAM [-] 3.38 3.40 2.60 0.800 1.13 1.33 0.677 0.684 0.859 0.940 0.769
ACCESS-ESM1-5_CMIP6 [-] 2.74 2.74 2.47 0.262 0.935 1.26 0.859 0.581 0.866 0.785 0.734
CESM2_BARPA [-] 3.11 3.15 2.60 0.549 1.16 0.768 0.762 0.612 0.933 0.783 0.740
CESM2_CCAM [-] 2.48 2.49 2.60 -0.107 0.691 1.13 0.858 0.740 0.896 0.917 0.830
CESM2_CMIP6 [-] 3.35 3.35 2.54 0.813 1.11 1.22 0.634 0.663 0.886 0.967 0.762
CMCC-ESM2_BARPA [-] 2.94 2.98 2.60 0.376 1.00 1.46 0.817 0.642 0.842 0.805 0.749
CMCC-ESM2_CCAM [-] 3.44 3.45 2.60 0.847 1.11 1.02 0.659 0.703 0.906 0.995 0.793
CMCC-ESM2_CMIP6 [-] 3.14 3.14 2.54 0.602 0.832 1.11 0.715 0.730 0.899 0.987 0.812
CNRM-ESM2-1_CCAM [-] 2.73 2.74 2.60 0.139 0.677 1.15 0.869 0.740 0.896 0.993 0.848
CNRM-ESM2-1_CMIP6 [-] 2.94 2.94 2.59 0.351 0.782 0.784 0.833 0.692 0.949 0.956 0.824
EC-Earth3_BARPA [-] 2.72 2.76 2.60 0.156 1.02 0.488 0.795 0.655 0.962 0.662 0.746
EC-Earth3_CCAM [-] 2.87 2.87 2.60 0.267 0.745 1.08 0.844 0.723 0.877 0.991 0.832
EC-Earth3_CMIP6 [-] 2.07 2.07 2.61 -0.537 0.689 0.665 0.756 0.811 0.951 0.946 0.855
ERA5_BARPA [-] 2.91 2.95 2.60 0.349 0.707 1.07 0.831 0.751 0.895 0.895 0.824
ERA5_CCAM [-] 3.15 3.16 2.60 0.555 0.694 0.613 0.757 0.824 0.937 0.994 0.867
MPI-ESM1-2-HR_BARPA [-] 2.07 2.10 2.60 -0.501 0.807 0.565 0.771 0.753 0.940 0.981 0.840
MPI-ESM1-2-HR_CMIP6 [-] 1.33 1.33 2.60 -1.27 1.37 0.499 0.506 0.761 0.953 0.988 0.794
NorESM2-MM_BARPA [-] 3.22 3.27 2.60 0.669 1.04 0.702 0.719 0.676 0.933 0.831 0.767
NorESM2-MM_CCAM [-] 2.65 2.67 2.60 0.0645 0.590 0.588 0.848 0.793 0.945 0.913 0.859
NorESM2-MM_CMIP6 [-] 3.15 3.15 2.54 0.614 0.822 1.47 0.715 0.744 0.799 0.981 0.796
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.81
ACCESS-CM2_BARPA [-] 1.87 1.89 1.81 0.0797 0.924 0.279 0.919 0.733 0.983 0.981 0.870
ACCESS-CM2_CCAM [-] 1.71 1.71 1.81 -0.0978 0.728 0.293 0.920 0.787 0.984 0.754 0.846
ACCESS-CM2_CMIP6 [-] 1.82 1.82 1.91 -0.0938 1.05 0.103 0.901 0.707 0.994 0.442 0.750
ACCESS-ESM1-5_BARPA [-] 2.11 2.12 1.81 0.314 0.708 0.598 0.883 0.813 0.962 0.993 0.893
ACCESS-ESM1-5_CCAM [-] 2.58 2.59 1.81 0.784 1.24 0.332 0.760 0.717 0.981 0.992 0.833
ACCESS-ESM1-5_CMIP6 [-] 2.38 2.38 1.86 0.519 1.08 0.195 0.837 0.719 0.991 0.978 0.849
CESM2_BARPA [-] 1.51 1.52 1.81 -0.287 0.634 0.301 0.898 0.823 0.981 0.938 0.893
CESM2_CCAM [-] 1.52 1.53 1.81 -0.276 0.941 0.239 0.900 0.732 0.987 0.982 0.866
CESM2_CMIP6 [-] 2.38 2.38 1.80 0.576 1.17 0.126 0.818 0.695 0.993 0.978 0.836
CMCC-ESM2_BARPA [-] 1.32 1.33 1.81 -0.484 0.916 0.631 0.840 0.760 0.960 0.940 0.852
CMCC-ESM2_CCAM [-] 1.99 2.00 1.81 0.189 0.620 0.239 0.920 0.819 0.987 0.997 0.908
CMCC-ESM2_CMIP6 [-] 2.81 2.81 1.80 1.01 1.70 0.126 0.702 0.616 0.993 0.994 0.784
CNRM-ESM2-1_CCAM [-] 1.89 1.90 1.81 0.0890 0.617 0.448 0.924 0.818 0.974 0.909 0.889
CNRM-ESM2-1_CMIP6 [-] 1.38 1.38 1.87 -0.488 1.20 0.418 0.810 0.701 0.978 0.899 0.818
EC-Earth3_BARPA [-] 1.63 1.65 1.81 -0.163 0.691 0.701 0.901 0.802 0.954 0.925 0.877
EC-Earth3_CCAM [-] 2.02 2.04 1.81 0.227 0.702 0.523 0.914 0.794 0.964 0.932 0.880
EC-Earth3_CMIP6 [-] 1.85 1.85 1.80 0.0518 0.922 0.162 0.928 0.725 0.991 0.969 0.868
ERA5_BARPA [-] 2.03 2.04 1.81 0.233 0.793 0.476 0.904 0.775 0.962 0.991 0.882
ERA5_CCAM [-] 2.25 2.27 1.81 0.456 0.684 0.416 0.851 0.836 0.973 0.994 0.898
MPI-ESM1-2-HR_BARPA [-] 1.34 1.37 1.81 -0.443 0.823 0.232 0.849 0.792 0.988 0.984 0.881
MPI-ESM1-2-HR_CMIP6 [-] 0.702 0.702 1.84 -1.13 1.63 0.184 0.654 0.664 0.990 0.936 0.782
NorESM2-MM_BARPA [-] 2.08 2.10 1.81 0.289 0.746 0.475 0.896 0.793 0.971 0.948 0.880
NorESM2-MM_CCAM [-] 2.79 2.80 1.81 0.985 1.34 0.392 0.706 0.726 0.979 0.863 0.800
NorESM2-MM_CMIP6 [-] 3.23 3.23 1.80 1.43 1.89 0.325 0.603 0.644 0.983 0.993 0.773
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 [-] 2.37
ACCESS-CM2_BARPA [-] 2.78 2.83 2.37 0.459 1.29 0.271 0.861 0.738 0.980 0.974 0.858
ACCESS-CM2_CCAM [-] 2.52 2.53 2.37 0.159 1.09 0.252 0.884 0.767 0.980 0.820 0.844
ACCESS-CM2_CMIP6 [-] 2.37 2.37 2.39 -0.0151 1.36 0.342 0.918 0.695 0.967 0.800 0.815
ACCESS-ESM1-5_BARPA [-] 2.63 2.66 2.37 0.291 0.910 0.380 0.886 0.808 0.974 0.949 0.885
ACCESS-ESM1-5_CCAM [-] 2.81 2.82 2.37 0.453 1.22 0.326 0.878 0.738 0.973 0.977 0.861
ACCESS-ESM1-5_CMIP6 [-] 2.65 2.65 2.32 0.327 1.14 0.231 0.902 0.736 0.981 0.993 0.870
CESM2_BARPA [-] 2.04 2.06 2.37 -0.307 0.909 0.438 0.906 0.794 0.970 0.902 0.873
CESM2_CCAM [-] 2.04 2.07 2.37 -0.299 1.38 0.243 0.894 0.693 0.980 0.938 0.840
CESM2_CMIP6 [-] 2.66 2.66 2.36 0.302 1.10 0.299 0.902 0.749 0.979 0.988 0.873
CMCC-ESM2_BARPA [-] 1.92 1.93 2.37 -0.440 1.22 0.482 0.870 0.738 0.970 0.878 0.839
CMCC-ESM2_CCAM [-] 2.91 2.93 2.37 0.564 1.14 0.153 0.849 0.783 0.986 0.976 0.875
CMCC-ESM2_CMIP6 [-] 3.85 3.85 2.36 1.49 2.22 0.160 0.684 0.660 0.986 0.922 0.782
CNRM-ESM2-1_CCAM [-] 2.55 2.57 2.37 0.199 0.954 0.273 0.900 0.790 0.979 0.898 0.872
CNRM-ESM2-1_CMIP6 [-] 1.34 1.34 2.32 -0.978 1.59 0.151 0.755 0.698 0.985 0.938 0.815
EC-Earth3_BARPA [-] 2.44 2.49 2.37 0.117 0.827 0.492 0.919 0.810 0.970 0.973 0.897
EC-Earth3_CCAM [-] 3.13 3.17 2.37 0.796 1.50 0.361 0.803 0.704 0.974 0.909 0.819
EC-Earth3_CMIP6 [-] 2.94 2.94 2.37 0.571 1.54 0.299 0.843 0.678 0.976 0.989 0.833
ERA5_BARPA [-] 2.64 2.67 2.37 0.302 0.927 0.467 0.900 0.797 0.967 0.974 0.887
ERA5_CCAM [-] 2.91 2.93 2.37 0.562 0.913 0.345 0.855 0.821 0.976 0.988 0.892
MPI-ESM1-2-HR_BARPA [-] 2.20 2.25 2.37 -0.123 0.929 0.629 0.918 0.785 0.961 0.992 0.888
MPI-ESM1-2-HR_CMIP6 [-] 1.29 1.29 2.35 -1.06 1.60 0.391 0.735 0.715 0.973 0.785 0.785
NorESM2-MM_BARPA [-] 2.70 2.74 2.37 0.365 1.19 0.566 0.881 0.747 0.965 0.979 0.864
NorESM2-MM_CCAM [-] 2.94 2.95 2.37 0.581 1.01 0.402 0.850 0.805 0.968 0.973 0.880
NorESM2-MM_CMIP6 [-] 3.29 3.29 2.36 0.936 1.29 0.406 0.773 0.782 0.971 0.996 0.861
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.38
ACCESS-CM2_BARPA [-] 1.65 1.64 1.38 0.260 0.470 2.05 0.771 0.685 0.727 0.903 0.754
ACCESS-CM2_CCAM [-] 1.69 1.67 1.38 0.297 0.535 1.95 0.741 0.657 0.760 0.985 0.760
ACCESS-CM2_CMIP6 [-] 1.76 1.76 1.39 0.366 0.663 2.03 0.661 0.612 0.752 0.961 0.720
ACCESS-ESM1-5_BARPA [-] 1.48 1.47 1.38 0.0887 0.413 1.36 0.876 0.683 0.845 0.950 0.807
ACCESS-ESM1-5_CCAM [-] 1.53 1.53 1.38 0.148 0.537 1.89 0.828 0.616 0.743 0.989 0.759
ACCESS-ESM1-5_CMIP6 [-] 1.60 1.60 1.44 0.153 0.789 2.42 0.670 0.516 0.598 0.736 0.607
CESM2_BARPA [-] 1.52 1.50 1.38 0.126 0.393 1.13 0.866 0.704 0.867 0.919 0.812
CESM2_CCAM [-] 1.04 1.03 1.38 -0.348 0.532 1.81 0.695 0.691 0.744 0.968 0.758
CESM2_CMIP6 [-] 1.77 1.77 1.41 0.352 0.667 1.91 0.693 0.602 0.685 0.942 0.705
CMCC-ESM2_BARPA [-] 1.40 1.40 1.38 0.0180 0.353 1.72 0.906 0.721 0.791 0.967 0.821
CMCC-ESM2_CCAM [-] 1.95 1.94 1.38 0.567 0.708 1.66 0.585 0.673 0.777 0.964 0.734
CMCC-ESM2_CMIP6 [-] 1.70 1.70 1.41 0.286 0.555 1.28 0.715 0.682 0.827 0.888 0.759
CNRM-ESM2-1_CCAM [-] 1.32 1.32 1.38 -0.0625 0.380 1.48 0.873 0.708 0.802 0.966 0.811
CNRM-ESM2-1_CMIP6 [-] 1.27 1.27 1.38 -0.112 0.437 3.04 0.831 0.665 0.600 0.994 0.751
EC-Earth3_BARPA [-] 1.10 1.10 1.38 -0.278 0.424 1.22 0.748 0.743 0.837 0.978 0.810
EC-Earth3_CCAM [-] 1.31 1.30 1.38 -0.0727 0.527 1.93 0.876 0.608 0.666 0.967 0.745
EC-Earth3_CMIP6 [-] 0.981 0.981 1.41 -0.428 0.584 2.17 0.645 0.685 0.654 0.797 0.693
ERA5_BARPA [-] 1.61 1.60 1.38 0.224 0.346 1.42 0.793 0.786 0.806 0.957 0.825
ERA5_CCAM [-] 1.66 1.65 1.38 0.277 0.413 1.37 0.750 0.772 0.797 0.994 0.817
MPI-ESM1-2-HR_BARPA [-] 1.25 1.24 1.38 -0.140 0.436 2.64 0.807 0.694 0.603 0.970 0.753
MPI-ESM1-2-HR_CMIP6 [-] 0.796 0.796 1.37 -0.572 0.669 3.84 0.553 0.702 0.394 0.880 0.646
NorESM2-MM_BARPA [-] 1.69 1.68 1.38 0.304 0.489 2.23 0.740 0.690 0.705 0.890 0.743
NorESM2-MM_CCAM [-] 1.85 1.83 1.38 0.456 0.590 1.55 0.646 0.713 0.780 0.993 0.769
NorESM2-MM_CMIP6 [-] 1.93 1.93 1.41 0.521 0.635 1.85 0.607 0.765 0.766 0.870 0.754
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 [-] 0.872
ACCESS-CM2_BARPA [-] 1.32 1.32 0.872 0.447 0.606 0.415 0.740 0.768 0.967 0.974 0.844
ACCESS-CM2_CCAM [-] 1.37 1.37 0.872 0.499 0.634 0.554 0.716 0.773 0.952 0.979 0.838
ACCESS-CM2_CMIP6 [-] 1.30 1.30 0.877 0.425 0.615 0.261 0.738 0.742 0.980 0.989 0.838
ACCESS-ESM1-5_BARPA [-] 1.24 1.24 0.872 0.364 0.568 0.716 0.777 0.747 0.952 0.905 0.825
ACCESS-ESM1-5_CCAM [-] 1.39 1.39 0.872 0.515 0.712 0.603 0.700 0.719 0.956 0.826 0.784
ACCESS-ESM1-5_CMIP6 [-] 1.36 1.36 0.869 0.490 0.743 0.651 0.706 0.679 0.953 0.959 0.795
CESM2_BARPA [-] 0.988 0.988 0.872 0.116 0.474 1.20 0.902 0.739 0.885 0.968 0.847
CESM2_CCAM [-] 0.638 0.639 0.872 -0.234 0.606 1.21 0.851 0.688 0.834 0.960 0.804
CESM2_CMIP6 [-] 1.33 1.33 0.874 0.457 0.735 0.514 0.726 0.678 0.967 0.864 0.783
CMCC-ESM2_BARPA [-] 0.894 0.894 0.872 0.0221 0.559 1.75 0.924 0.692 0.803 0.949 0.812
CMCC-ESM2_CCAM [-] 1.59 1.59 0.872 0.715 0.937 1.07 0.622 0.668 0.885 0.939 0.756
CMCC-ESM2_CMIP6 [-] 2.00 2.00 0.874 1.13 1.65 0.382 0.466 0.451 0.975 0.589 0.586
CNRM-ESM2-1_CCAM [-] 1.26 1.27 0.872 0.393 0.602 0.667 0.772 0.737 0.945 0.921 0.823
CNRM-ESM2-1_CMIP6 [-] 0.714 0.714 0.879 -0.166 0.475 0.495 0.882 0.743 0.944 0.722 0.807
EC-Earth3_BARPA [-] 0.732 0.734 0.872 -0.138 0.375 0.816 0.891 0.803 0.928 0.993 0.884
EC-Earth3_CCAM [-] 1.07 1.07 0.872 0.201 0.504 0.457 0.875 0.735 0.957 0.912 0.843
EC-Earth3_CMIP6 [-] 0.936 0.936 0.870 0.0657 0.574 0.352 0.888 0.692 0.969 0.891 0.827
ERA5_BARPA [-] 1.16 1.16 0.872 0.293 0.538 1.42 0.820 0.738 0.844 0.988 0.826
ERA5_CCAM [-] 1.25 1.25 0.872 0.381 0.526 0.668 0.767 0.783 0.929 0.877 0.828
MPI-ESM1-2-HR_BARPA [-] 0.761 0.762 0.872 -0.110 0.405 0.624 0.895 0.788 0.955 0.976 0.880
MPI-ESM1-2-HR_CMIP6 [-] 0.440 0.440 0.872 -0.432 0.603 0.575 0.730 0.760 0.958 0.904 0.822
NorESM2-MM_BARPA [-] 1.34 1.34 0.872 0.469 0.793 2.23 0.735 0.653 0.704 0.965 0.742
NorESM2-MM_CCAM [-] 1.70 1.70 0.872 0.827 0.962 0.491 0.572 0.716 0.961 0.987 0.790
NorESM2-MM_CMIP6 [-] 1.92 1.92 0.874 1.04 1.23 0.321 0.489 0.643 0.974 0.818 0.713
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 [-] 0.682
ACCESS-CM2_BARPA [-] 0.991 0.991 0.682 0.309 0.445 0.981 0.721 0.727 0.898 0.991 0.813
ACCESS-CM2_CCAM [-] 0.916 0.917 0.682 0.234 0.421 1.85 0.785 0.701 0.751 0.934 0.774
ACCESS-CM2_CMIP6 [-] 0.981 0.981 0.689 0.292 0.489 1.23 0.724 0.660 0.862 0.960 0.773
ACCESS-ESM1-5_BARPA [-] 0.832 0.832 0.682 0.150 0.311 0.616 0.851 0.754 0.941 0.984 0.856
ACCESS-ESM1-5_CCAM [-] 0.721 0.721 0.682 0.0388 0.342 1.88 0.879 0.717 0.725 0.865 0.781
ACCESS-ESM1-5_CMIP6 [-] 0.921 0.921 0.686 0.234 0.481 1.47 0.775 0.631 0.828 0.914 0.756
CESM2_BARPA [-] 0.738 0.739 0.682 0.0563 0.292 1.10 0.909 0.746 0.858 0.994 0.851
CESM2_CCAM [-] 0.514 0.514 0.682 -0.168 0.462 3.59 0.811 0.647 0.357 0.990 0.690
CESM2_CMIP6 [-] 0.865 0.865 0.688 0.177 0.361 0.815 0.806 0.738 0.918 0.686 0.777
CMCC-ESM2_BARPA [-] 0.750 0.751 0.682 0.0683 0.400 2.33 0.910 0.663 0.618 0.951 0.761
CMCC-ESM2_CCAM [-] 1.28 1.28 0.682 0.601 0.736 1.65 0.526 0.646 0.781 0.853 0.690
CMCC-ESM2_CMIP6 [-] 1.20 1.20 0.688 0.514 0.742 1.08 0.604 0.605 0.891 0.437 0.629
CNRM-ESM2-1_CCAM [-] 0.919 0.920 0.682 0.237 0.367 0.863 0.793 0.754 0.905 0.791 0.799
CNRM-ESM2-1_CMIP6 [-] 0.612 0.612 0.682 -0.0695 0.304 2.14 0.900 0.728 0.687 0.968 0.802
EC-Earth3_BARPA [-] 0.550 0.551 0.682 -0.131 0.279 0.820 0.843 0.790 0.909 0.991 0.864
EC-Earth3_CCAM [-] 0.676 0.677 0.682 -0.00568 0.327 0.907 0.901 0.725 0.905 0.939 0.839
EC-Earth3_CMIP6 [-] 0.565 0.565 0.685 -0.120 0.374 0.949 0.838 0.706 0.908 0.988 0.829
ERA5_BARPA [-] 0.946 0.947 0.682 0.264 0.364 1.26 0.752 0.772 0.855 0.989 0.828
ERA5_CCAM [-] 0.801 0.801 0.682 0.119 0.215 0.529 0.879 0.839 0.930 0.919 0.881
MPI-ESM1-2-HR_BARPA [-] 0.640 0.640 0.682 -0.0424 0.251 0.693 0.928 0.779 0.934 0.805 0.845
MPI-ESM1-2-HR_CMIP6 [-] 0.326 0.326 0.687 -0.361 0.436 1.76 0.662 0.773 0.721 0.814 0.748
NorESM2-MM_BARPA [-] 1.07 1.07 0.682 0.392 0.558 2.00 0.662 0.661 0.705 0.908 0.720
NorESM2-MM_CCAM [-] 1.27 1.27 0.682 0.590 0.711 1.56 0.537 0.666 0.803 0.869 0.708
NorESM2-MM_CMIP6 [-] 1.27 1.27 0.688 0.583 0.709 2.26 0.539 0.666 0.641 0.840 0.671
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 [-] 2.06
ACCESS-CM2_BARPA [-] 2.44 2.44 2.06 0.388 0.861 1.71 0.656 0.557 0.784 0.529 0.617
ACCESS-CM2_CCAM [-] 2.25 2.24 2.06 0.182 0.693 1.99 0.733 0.600 0.735 0.861 0.706
ACCESS-CM2_CMIP6 [-] 1.99 1.99 2.43 -0.445 0.596 1.52 0.629 0.668 0.834 0.750 0.710
ACCESS-ESM1-5_BARPA [-] 2.21 2.21 2.06 0.156 0.818 1.61 0.664 0.569 0.813 0.544 0.632
ACCESS-ESM1-5_CCAM [-] 2.04 2.03 2.06 -0.0254 0.619 1.87 0.763 0.623 0.762 0.943 0.743
ACCESS-ESM1-5_CMIP6 [-] 1.59 1.59 2.02 -0.436 0.582 1.03 0.628 0.663 0.930 1.00 0.777
CESM2_BARPA [-] 2.39 2.37 2.06 0.310 0.805 1.40 0.642 0.600 0.835 0.517 0.639
CESM2_CCAM [-] 2.09 2.08 2.06 0.0290 0.692 1.72 0.721 0.615 0.786 0.809 0.709
CESM2_CMIP6 [-] 2.20 2.20 2.07 0.129 0.490 2.03 0.800 0.661 0.741 0.00422 0.573
CMCC-ESM2_BARPA [-] 2.31 2.30 2.06 0.243 0.563 0.855 0.723 0.690 0.919 0.733 0.751
CMCC-ESM2_CCAM [-] 2.74 2.72 2.06 0.662 0.800 1.78 0.573 0.698 0.758 0.908 0.727
CMCC-ESM2_CMIP6 [-] 2.08 2.08 2.07 0.00716 0.347 2.54 0.817 0.753 0.631 0.103 0.611
CNRM-ESM2-1_CCAM [-] 2.01 2.01 2.06 -0.0495 0.533 2.02 0.782 0.675 0.731 0.981 0.769
CNRM-ESM2-1_CMIP6 [-] 2.31 2.31 1.98 0.325 0.657 1.03 0.695 0.616 0.931 0.896 0.751
EC-Earth3_BARPA [-] 2.15 2.15 2.06 0.0920 0.539 1.55 0.787 0.661 0.808 0.831 0.750
EC-Earth3_CCAM [-] 2.30 2.30 2.06 0.248 0.541 1.65 0.742 0.704 0.789 0.978 0.783
EC-Earth3_CMIP6 [-] 2.02 2.02 2.09 -0.0668 0.578 1.52 0.668 0.710 0.827 0.697 0.722
ERA5_BARPA [-] 2.48 2.46 2.06 0.404 0.637 1.73 0.661 0.696 0.780 0.704 0.708
ERA5_CCAM [-] 2.22 2.21 2.06 0.151 0.429 1.04 0.771 0.785 0.881 0.983 0.841
MPI-ESM1-2-HR_BARPA [-] 2.20 2.20 2.06 0.147 0.761 1.80 0.726 0.572 0.760 0.638 0.654
MPI-ESM1-2-HR_CMIP6 [-] 1.54 1.54 2.01 -0.463 0.668 2.73 0.658 0.689 0.569 0.420 0.605
NorESM2-MM_BARPA [-] 2.71 2.69 2.06 0.635 0.885 1.12 0.553 0.626 0.895 0.542 0.648
NorESM2-MM_CCAM [-] 2.18 2.18 2.06 0.121 0.629 1.33 0.725 0.645 0.854 0.780 0.730
NorESM2-MM_CMIP6 [-] 2.26 2.26 2.07 0.195 0.368 2.04 0.836 0.750 0.747 0.295 0.675
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 [-] 4.05
ACCESS-CM2_BARPA [-] 5.57 5.72 4.05 1.67 2.11 0.303 0.425 0.534 0.979 0.656 0.626
ACCESS-CM2_CCAM [-] 4.28 4.29 4.05 0.238 1.27 0.590 0.771 0.560 0.947 0.959 0.760
ACCESS-CM2_CMIP6 [-] 3.43 3.43 4.35 -0.923 1.32 0.00 0.618 0.611 1.00 1.00 0.768
ACCESS-ESM1-5_BARPA [-] 5.56 5.71 4.05 1.66 2.41 0.525 0.433 0.419 0.952 0.597 0.564
ACCESS-ESM1-5_CCAM [-] 4.50 4.51 4.05 0.459 1.51 0.665 0.694 0.506 0.952 0.855 0.702
ACCESS-ESM1-5_CMIP6 [-] 2.15 2.15 3.37 -1.22 1.30 0.503 0.436 0.736 0.962 0.148 0.604
CESM2_BARPA [-] 5.35 5.47 4.05 1.42 2.14 0.885 0.482 0.446 0.908 0.720 0.600
CESM2_CCAM [-] 4.87 4.89 4.05 0.838 1.96 0.838 0.599 0.423 0.926 0.797 0.634
CESM2_CMIP6 [-] 3.24 3.24 3.67 -0.430 0.971 0.668 0.766 0.584 0.906 0.874 0.743
CMCC-ESM2_BARPA [-] 4.74 4.87 4.05 0.813 1.31 0.434 0.648 0.611 0.970 0.846 0.737
CMCC-ESM2_CCAM [-] 4.24 4.24 4.05 0.192 0.992 1.12 0.797 0.644 0.897 0.995 0.795
CMCC-ESM2_CMIP6 [-] 2.54 2.54 3.67 -1.13 1.22 0.668 0.498 0.758 0.906 0.353 0.655
CNRM-ESM2-1_CCAM [-] 4.12 4.13 4.05 0.0804 0.829 1.09 0.788 0.718 0.893 0.921 0.807
CNRM-ESM2-1_CMIP6 [-] 3.65 3.65 3.50 0.150 0.513 1.03 0.893 0.745 0.931 0.676 0.798
EC-Earth3_BARPA [-] 4.64 4.80 4.05 0.753 1.19 0.416 0.656 0.654 0.970 0.761 0.739
EC-Earth3_CCAM [-] 4.25 4.25 4.05 0.197 0.798 0.335 0.790 0.728 0.977 0.969 0.838
EC-Earth3_CMIP6 [-] 3.52 3.52 3.89 -0.369 0.632 0.504 0.814 0.779 0.965 0.995 0.866
ERA5_BARPA [-] 4.68 4.81 4.05 0.758 0.932 0.585 0.670 0.799 0.964 0.911 0.829
ERA5_CCAM [-] 3.67 3.67 4.05 -0.378 0.690 0.658 0.771 0.814 0.937 0.986 0.864
MPI-ESM1-2-HR_BARPA [-] 5.75 5.93 4.05 1.87 2.41 0.749 0.400 0.480 0.952 0.554 0.573
MPI-ESM1-2-HR_CMIP6 [-] 2.99 2.99 4.18 -1.19 1.32 0.621 0.530 0.754 0.960 0.744 0.749
NorESM2-MM_BARPA [-] 5.16 5.28 4.05 1.23 1.58 0.578 0.530 0.608 0.954 0.842 0.708
NorESM2-MM_CCAM [-] 4.26 4.27 4.05 0.220 1.24 0.704 0.743 0.583 0.929 0.960 0.760
NorESM2-MM_CMIP6 [-] 3.20 3.20 3.67 -0.474 0.743 0.668 0.744 0.741 0.906 0.217 0.670
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 [-] 2.39
ACCESS-CM2_BARPA [-] 2.53 2.60 2.39 0.215 0.703 1.65 0.830 0.649 0.792 0.772 0.738
ACCESS-CM2_CCAM [-] 2.25 2.30 2.39 -0.0892 0.724 1.78 0.823 0.640 0.778 0.934 0.763
ACCESS-CM2_CMIP6 [-] 2.22 2.22 2.35 -0.134 0.574 2.31 0.902 0.663 0.681 0.890 0.760
ACCESS-ESM1-5_BARPA [-] 2.17 2.24 2.39 -0.152 0.690 2.13 0.832 0.654 0.688 0.856 0.737
ACCESS-ESM1-5_CCAM [-] 2.20 2.24 2.39 -0.149 0.760 1.77 0.793 0.634 0.787 0.948 0.759
ACCESS-ESM1-5_CMIP6 [-] 1.97 1.97 2.34 -0.367 0.865 1.33 0.767 0.575 0.873 0.869 0.732
CESM2_BARPA [-] 2.49 2.55 2.39 0.162 0.661 0.927 0.849 0.666 0.884 0.792 0.771
CESM2_CCAM [-] 1.63 1.67 2.39 -0.717 0.951 2.45 0.600 0.677 0.605 0.982 0.708
CESM2_CMIP6 [-] 2.45 2.45 2.41 0.0380 0.641 1.01 0.827 0.661 0.934 0.299 0.676
CMCC-ESM2_BARPA [-] 2.51 2.54 2.39 0.149 0.642 1.23 0.842 0.690 0.855 0.826 0.780
CMCC-ESM2_CCAM [-] 2.84 2.87 2.39 0.484 0.792 1.45 0.725 0.687 0.795 0.896 0.758
CMCC-ESM2_CMIP6 [-] 2.68 2.68 2.41 0.267 0.734 1.35 0.717 0.712 0.872 0.0879 0.620
CNRM-ESM2-1_CCAM [-] 2.05 2.08 2.39 -0.306 0.765 1.76 0.777 0.638 0.783 0.995 0.766
CNRM-ESM2-1_CMIP6 [-] 2.57 2.57 2.46 0.112 0.933 2.37 0.648 0.552 0.653 0.230 0.527
EC-Earth3_BARPA [-] 2.30 2.30 2.39 -0.0868 0.643 1.67 0.846 0.684 0.766 0.883 0.773
EC-Earth3_CCAM [-] 2.40 2.41 2.39 0.0182 0.828 2.50 0.797 0.612 0.608 0.940 0.714
EC-Earth3_CMIP6 [-] 1.80 1.80 2.34 -0.541 0.791 2.19 0.682 0.686 0.664 0.996 0.743
ERA5_BARPA [-] 2.67 2.71 2.39 0.321 0.553 0.935 0.798 0.752 0.842 0.866 0.802
ERA5_CCAM [-] 2.58 2.61 2.39 0.224 0.459 0.640 0.818 0.815 0.919 0.973 0.868
MPI-ESM1-2-HR_BARPA [-] 2.07 2.13 2.39 -0.254 0.687 2.12 0.781 0.688 0.660 0.793 0.722
MPI-ESM1-2-HR_CMIP6 [-] 1.40 1.40 2.38 -0.974 1.13 2.53 0.487 0.673 0.570 0.836 0.648
NorESM2-MM_BARPA [-] 2.82 2.86 2.39 0.475 0.765 0.681 0.728 0.681 0.907 0.726 0.744
NorESM2-MM_CCAM [-] 2.13 2.19 2.39 -0.199 0.599 1.38 0.795 0.726 0.796 0.905 0.789
NorESM2-MM_CMIP6 [-] 2.44 2.44 2.41 0.0343 0.388 0.849 0.880 0.786 0.906 0.454 0.762
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 [-] 1.91
ACCESS-CM2_BARPA [-] 2.03 2.00 1.91 0.0946 0.483 1.00 0.851 0.655 0.860 0.960 0.796
ACCESS-CM2_CCAM [-] 1.94 1.93 1.91 0.0259 0.538 1.00 0.837 0.620 0.863 0.740 0.736
ACCESS-CM2_CMIP6 [-] 2.02 2.02 2.12 -0.102 0.644 1.36 0.822 0.555 0.719 0.320 0.594
ACCESS-ESM1-5_BARPA [-] 1.80 1.78 1.91 -0.129 0.395 0.574 0.846 0.722 0.933 0.998 0.844
ACCESS-ESM1-5_CCAM [-] 1.77 1.76 1.91 -0.153 0.536 1.01 0.847 0.623 0.863 0.799 0.751
ACCESS-ESM1-5_CMIP6 [-] 1.64 1.64 1.70 -0.0618 0.509 1.53 0.935 0.578 0.737 0.995 0.765
CESM2_BARPA [-] 1.97 1.93 1.91 0.0236 0.404 0.806 0.867 0.706 0.902 0.988 0.834
CESM2_CCAM [-] 1.70 1.69 1.91 -0.216 0.626 1.02 0.795 0.599 0.870 0.946 0.762
CESM2_CMIP6 [-] 1.80 1.80 1.83 -0.0311 0.362 0.818 0.830 0.748 0.923 0.276 0.705
CMCC-ESM2_BARPA [-] 1.84 1.80 1.91 -0.106 0.373 0.726 0.855 0.742 0.922 0.991 0.850
CMCC-ESM2_CCAM [-] 2.19 2.18 1.91 0.272 0.431 0.798 0.754 0.761 0.930 0.842 0.810
CMCC-ESM2_CMIP6 [-] 1.75 1.75 1.83 -0.0830 0.333 0.202 0.802 0.796 0.987 0.114 0.699
CNRM-ESM2-1_CCAM [-] 1.72 1.70 1.91 -0.208 0.438 1.08 0.816 0.701 0.897 0.825 0.788
CNRM-ESM2-1_CMIP6 [-] 1.73 1.73 2.14 -0.410 0.579 1.03 0.669 0.669 0.930 1.00 0.788
EC-Earth3_BARPA [-] 1.58 1.56 1.91 -0.352 0.437 0.538 0.714 0.800 0.942 0.997 0.851
EC-Earth3_CCAM [-] 1.80 1.79 1.91 -0.117 0.443 0.830 0.854 0.685 0.901 0.779 0.781
EC-Earth3_CMIP6 [-] 1.46 1.46 1.91 -0.449 0.611 1.19 0.646 0.683 0.833 0.685 0.706
ERA5_BARPA [-] 2.03 2.00 1.91 0.0900 0.308 0.973 0.848 0.793 0.908 0.985 0.866
ERA5_CCAM [-] 1.99 1.98 1.91 0.0676 0.308 0.620 0.843 0.796 0.931 0.809 0.835
MPI-ESM1-2-HR_BARPA [-] 1.89 1.86 1.91 -0.0481 0.452 1.90 0.875 0.670 0.768 0.984 0.793
MPI-ESM1-2-HR_CMIP6 [-] 1.21 1.21 1.93 -0.715 0.880 2.25 0.484 0.611 0.682 0.416 0.561
NorESM2-MM_BARPA [-] 2.09 2.06 1.91 0.152 0.428 0.807 0.826 0.704 0.934 0.973 0.828
NorESM2-MM_CCAM [-] 2.08 2.08 1.91 0.169 0.489 0.818 0.771 0.686 0.926 0.817 0.777
NorESM2-MM_CMIP6 [-] 2.05 2.05 1.83 0.218 0.439 0.613 0.792 0.724 0.939 0.153 0.666
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 [-] 0.930
ACCESS-CM2_BARPA [-] 1.18 1.21 0.930 0.284 0.391 1.57 0.683 0.695 0.805 0.862 0.748
ACCESS-CM2_CCAM [-] 1.07 1.06 0.930 0.127 0.302 1.75 0.835 0.697 0.796 0.996 0.804
ACCESS-CM2_CMIP6 [-] 1.04 1.04 0.948 0.0903 0.343 1.02 0.863 0.618 0.914 0.963 0.795
ACCESS-ESM1-5_BARPA [-] 1.00 1.02 0.930 0.0952 0.294 1.96 0.864 0.690 0.762 0.952 0.792
ACCESS-ESM1-5_CCAM [-] 0.941 0.931 0.930 0.00125 0.315 1.70 0.911 0.653 0.777 0.984 0.796
ACCESS-ESM1-5_CMIP6 [-] 1.08 1.08 0.983 0.0956 0.509 2.36 0.897 0.502 0.548 0.688 0.628
CESM2_BARPA [-] 1.02 1.04 0.930 0.114 0.285 1.44 0.849 0.705 0.822 0.905 0.798
CESM2_CCAM [-] 0.773 0.757 0.930 -0.173 0.331 1.56 0.783 0.693 0.808 0.974 0.790
CESM2_CMIP6 [-] 1.13 1.13 0.934 0.193 0.380 3.04 0.772 0.634 0.511 0.896 0.690
CMCC-ESM2_BARPA [-] 1.01 1.03 0.930 0.0987 0.352 2.43 0.859 0.636 0.645 0.976 0.751
CMCC-ESM2_CCAM [-] 1.39 1.38 0.930 0.452 0.545 2.51 0.551 0.662 0.619 0.989 0.697
CMCC-ESM2_CMIP6 [-] 1.07 1.07 0.934 0.138 0.265 1.90 0.835 0.734 0.699 0.693 0.739
CNRM-ESM2-1_CCAM [-] 1.02 1.01 0.930 0.0813 0.220 1.76 0.879 0.768 0.783 0.996 0.839
CNRM-ESM2-1_CMIP6 [-] 0.757 0.757 0.837 -0.0808 0.264 1.63 0.862 0.706 0.789 0.997 0.812
EC-Earth3_BARPA [-] 0.749 0.778 0.930 -0.151 0.297 1.73 0.786 0.732 0.798 0.925 0.795
EC-Earth3_CCAM [-] 0.916 0.903 0.930 -0.0262 0.337 2.16 0.908 0.636 0.696 0.994 0.774
EC-Earth3_CMIP6 [-] 0.734 0.734 0.954 -0.220 0.389 2.65 0.736 0.649 0.588 0.974 0.719
ERA5_BARPA [-] 1.14 1.16 0.930 0.233 0.297 1.72 0.732 0.787 0.766 0.969 0.808
ERA5_CCAM [-] 1.12 1.10 0.930 0.175 0.244 1.76 0.788 0.807 0.755 0.969 0.825
MPI-ESM1-2-HR_BARPA [-] 0.959 0.979 0.930 0.0495 0.265 1.45 0.895 0.708 0.818 0.914 0.809
MPI-ESM1-2-HR_CMIP6 [-] 0.435 0.435 0.931 -0.496 0.551 1.71 0.482 0.703 0.775 0.597 0.652
NorESM2-MM_BARPA [-] 1.24 1.26 0.930 0.328 0.450 2.07 0.641 0.660 0.707 0.880 0.710
NorESM2-MM_CCAM [-] 1.44 1.43 0.930 0.504 0.594 2.00 0.509 0.646 0.732 0.988 0.704
NorESM2-MM_CMIP6 [-] 1.40 1.40 0.934 0.462 0.497 2.04 0.531 0.780 0.740 0.542 0.674
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 [-] 1.02
ACCESS-CM2_BARPA [-] 1.19 1.22 1.02 0.204 0.423 1.77 0.793 0.666 0.745 0.992 0.772
ACCESS-CM2_CCAM [-] 1.12 1.13 1.02 0.110 0.367 1.00 0.864 0.675 0.875 0.996 0.817
ACCESS-CM2_CMIP6 [-] 1.02 1.02 1.00 0.0207 0.426 1.33 0.855 0.605 0.815 0.784 0.733
ACCESS-ESM1-5_BARPA [-] 0.947 0.966 1.02 -0.0497 0.307 1.59 0.892 0.724 0.776 0.946 0.812
ACCESS-ESM1-5_CCAM [-] 0.870 0.873 1.02 -0.143 0.317 0.868 0.848 0.729 0.899 0.986 0.838
ACCESS-ESM1-5_CMIP6 [-] 0.854 0.854 1.04 -0.188 0.542 3.78 0.791 0.562 0.412 0.552 0.576
CESM2_BARPA [-] 1.03 1.07 1.02 0.0498 0.330 0.799 0.902 0.706 0.885 0.935 0.827
CESM2_CCAM [-] 1.16 1.17 1.02 0.159 0.681 0.998 0.752 0.499 0.855 0.650 0.651
CESM2_CMIP6 [-] 0.869 0.869 1.03 -0.165 0.352 0.273 0.821 0.695 0.969 0.948 0.826
CMCC-ESM2_BARPA [-] 0.988 1.01 1.02 -0.00155 0.283 1.44 0.921 0.737 0.792 0.993 0.836
CMCC-ESM2_CCAM [-] 1.46 1.46 1.02 0.443 0.594 2.10 0.606 0.648 0.717 0.992 0.722
CMCC-ESM2_CMIP6 [-] 1.13 1.13 1.03 0.0933 0.337 1.57 0.847 0.719 0.782 0.720 0.758
CNRM-ESM2-1_CCAM [-] 1.26 1.26 1.02 0.246 0.440 1.85 0.759 0.676 0.761 0.986 0.772
CNRM-ESM2-1_CMIP6 [-] 1.21 1.21 1.04 0.170 0.551 0.658 0.742 0.583 0.955 0.854 0.743
EC-Earth3_BARPA [-] 1.03 1.07 1.02 0.0586 0.369 0.833 0.822 0.711 0.896 0.851 0.798
EC-Earth3_CCAM [-] 1.25 1.26 1.02 0.249 0.538 0.937 0.740 0.597 0.884 0.809 0.725
EC-Earth3_CMIP6 [-] 0.956 0.956 1.02 -0.0624 0.403 1.84 0.849 0.654 0.740 0.982 0.776
ERA5_BARPA [-] 1.22 1.25 1.02 0.231 0.303 1.12 0.769 0.820 0.840 0.993 0.849
ERA5_CCAM [-] 1.10 1.11 1.02 0.0908 0.241 0.981 0.885 0.781 0.882 0.997 0.865
MPI-ESM1-2-HR_BARPA [-] 0.979 1.00 1.02 -0.0151 0.292 0.610 0.903 0.729 0.921 0.983 0.853
MPI-ESM1-2-HR_CMIP6 [-] 0.516 0.516 0.999 -0.484 0.535 0.847 0.562 0.772 0.891 0.566 0.713
NorESM2-MM_BARPA [-] 1.31 1.35 1.02 0.332 0.516 1.46 0.702 0.656 0.814 0.938 0.753
NorESM2-MM_CCAM [-] 1.16 1.16 1.02 0.144 0.416 1.55 0.814 0.666 0.814 0.776 0.747
NorESM2-MM_CMIP6 [-] 1.10 1.10 1.03 0.0632 0.385 0.980 0.882 0.653 0.884 0.771 0.768
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 [-] 3.45
ACCESS-CM2_BARPA [-] 3.45 3.48 3.45 0.0313 2.24 0.238 0.837 0.638 0.983 0.494 0.718
ACCESS-CM2_CCAM [-] 2.69 2.70 3.45 -0.744 1.99 0.267 0.842 0.662 0.982 0.899 0.809
ACCESS-CM2_CMIP6 [-] 2.30 2.30 3.38 -1.08 2.22 0.198 0.770 0.640 0.986 0.992 0.805
ACCESS-ESM1-5_BARPA [-] 3.69 3.70 3.45 0.249 1.62 0.142 0.849 0.732 0.990 0.511 0.763
ACCESS-ESM1-5_CCAM [-] 4.21 4.22 3.45 0.768 2.07 0.138 0.839 0.648 0.988 0.963 0.817
ACCESS-ESM1-5_CMIP6 [-] 3.79 3.79 3.68 0.120 2.01 0.00 0.965 0.648 1.00 0.887 0.830
CESM2_BARPA [-] 2.84 2.86 3.45 -0.587 1.27 0.0365 0.840 0.799 0.998 0.908 0.869
CESM2_CCAM [-] 3.59 3.58 3.45 0.134 1.62 0.460 0.911 0.708 0.968 0.992 0.857
CESM2_CMIP6 [-] 3.28 3.28 3.35 -0.0680 1.50 0.222 0.913 0.715 0.981 0.832 0.831
CMCC-ESM2_BARPA [-] 2.69 2.70 3.45 -0.752 1.32 0.0671 0.821 0.803 0.996 0.906 0.866
CMCC-ESM2_CCAM [-] 3.69 3.69 3.45 0.239 1.13 0.0530 0.895 0.800 0.996 0.985 0.895
CMCC-ESM2_CMIP6 [-] 3.27 3.27 3.35 -0.0796 0.836 0.00 0.911 0.845 1.00 0.489 0.818
CNRM-ESM2-1_CCAM [-] 2.80 2.78 3.45 -0.667 1.48 0.0734 0.847 0.751 0.995 0.987 0.866
CNRM-ESM2-1_CMIP6 [-] 2.01 2.01 3.51 -1.50 2.39 0.00 0.721 0.670 1.00 0.924 0.797
EC-Earth3_BARPA [-] 3.82 3.87 3.45 0.422 1.78 0.695 0.845 0.708 0.957 0.733 0.790
EC-Earth3_CCAM [-] 4.13 4.13 3.45 0.682 1.96 0.711 0.852 0.664 0.943 0.981 0.821
EC-Earth3_CMIP6 [-] 3.50 3.50 3.39 0.109 1.72 0.132 0.882 0.693 0.991 0.978 0.847
ERA5_BARPA [-] 3.76 3.76 3.45 0.314 1.32 0.0758 0.866 0.776 0.990 0.747 0.831
ERA5_CCAM [-] 3.94 3.93 3.45 0.486 0.976 0.0956 0.878 0.842 0.995 0.995 0.910
MPI-ESM1-2-HR_BARPA [-] 3.18 3.26 3.45 -0.185 1.84 0.0161 0.834 0.704 0.999 0.546 0.757
MPI-ESM1-2-HR_CMIP6 [-] 1.47 1.47 3.49 -2.03 3.01 0.0633 0.622 0.622 0.996 0.665 0.706
NorESM2-MM_BARPA [-] 3.98 4.02 3.45 0.573 1.36 0.0744 0.846 0.782 0.995 0.773 0.836
NorESM2-MM_CCAM [-] 4.63 4.62 3.45 1.17 1.63 0.230 0.776 0.780 0.983 0.995 0.863
NorESM2-MM_CMIP6 [-] 4.12 4.12 3.35 0.770 1.34 0.105 0.818 0.802 0.995 0.825 0.848

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
BIAS
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
SEASONAL CYCLE SCORE
Data not available

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
Data not available

All Models

Benchmark
Data not available
Data not available
ACCESS-CM2_BARPA
Data not available
Data not available
ACCESS-CM2_CCAM
Data not available
Data not available
ACCESS-CM2_CMIP6
Data not available
Data not available
ACCESS-ESM1-5_BARPA
Data not available
Data not available
ACCESS-ESM1-5_CCAM
Data not available
Data not available
ACCESS-ESM1-5_CMIP6
Data not available
Data not available
CESM2_BARPA
Data not available
Data not available
CESM2_CCAM
Data not available
Data not available
CESM2_CMIP6
Data not available
Data not available
CMCC-ESM2_BARPA
Data not available
Data not available
CMCC-ESM2_CCAM
Data not available
Data not available
CMCC-ESM2_CMIP6
Data not available
Data not available
CNRM-ESM2-1_CCAM
Data not available
Data not available
CNRM-ESM2-1_CMIP6
Data not available
Data not available
EC-Earth3_BARPA
Data not available
Data not available
EC-Earth3_CCAM
Data not available
Data not available
EC-Earth3_CMIP6
Data not available
Data not available
ERA5_BARPA
Data not available
Data not available
ERA5_CCAM
Data not available
Data not available
MPI-ESM1-2-HR_BARPA
Data not available
Data not available
MPI-ESM1-2-HR_CMIP6
Data not available
Data not available
NorESM2-MM_BARPA
Data not available
Data not available
NorESM2-MM_CCAM
Data not available
Data not available
NorESM2-MM_CMIP6
Data not available
Data not available

Data Information

  Title:
ERA5 single-levels monthly-averaged mean_total_precipitation_rate 19590101-19590131

  History:
Wed Dec 14 22:09:13 2022: cdo -b F64 cat pr/pr_era5_moda_sfc_19590101-19590131.nc pr/pr_era5_moda_sfc_19590201-19590228.nc pr/pr_era5_moda_sfc_19590301-19590331.nc pr/pr_era5_moda_sfc_19590401-19590430.nc pr/pr_era5_moda_sfc_19590501-19590531.nc pr/pr_era5_moda_sfc_19590601-19590630.nc pr/pr_era5_moda_sfc_19590701-19590731.nc pr/pr_era5_moda_sfc_19590801-19590831.nc pr/pr_era5_moda_sfc_19590901-19590930.nc pr/pr_era5_moda_sfc_19591001-19591031.nc pr/pr_era5_moda_sfc_19591101-19591130.nc pr/pr_era5_moda_sfc_19591201-19591231.nc pr/pr_era5_moda_sfc_19600101-19600131.nc pr/pr_era5_moda_sfc_19600201-19600229.nc pr/pr_era5_moda_sfc_19600301-19600331.nc pr/pr_era5_moda_sfc_19600401-19600430.nc pr/pr_era5_moda_sfc_19600501-19600531.nc pr/pr_era5_moda_sfc_19600601-19600630.nc pr/pr_era5_moda_sfc_19600701-19600731.nc pr/pr_era5_moda_sfc_19600801-19600831.nc pr/pr_era5_moda_sfc_19600901-19600930.nc pr/pr_era5_moda_sfc_19601001-19601031.nc pr/pr_era5_moda_sfc_19601101-19601130.nc pr/pr_era5_moda_sfc_19601201-19601231.nc pr/pr_era5_moda_sfc_19610101-19610131.nc pr/pr_era5_moda_sfc_19610201-19610228.nc pr/pr_era5_moda_sfc_19610301-19610331.nc pr/pr_era5_moda_sfc_19610401-19610430.nc pr/pr_era5_moda_sfc_19610501-19610531.nc pr/pr_era5_moda_sfc_19610601-19610630.nc pr/pr_era5_moda_sfc_19610701-19610731.nc pr/pr_era5_moda_sfc_19610801-19610831.nc pr/pr_era5_moda_sfc_19610901-19610930.nc pr/pr_era5_moda_sfc_19611001-19611031.nc pr/pr_era5_moda_sfc_19611101-19611130.nc pr/pr_era5_moda_sfc_19611201-19611231.nc pr/pr_era5_moda_sfc_19620101-19620131.nc pr/pr_era5_moda_sfc_19620201-19620228.nc pr/pr_era5_moda_sfc_19620301-19620331.nc pr/pr_era5_moda_sfc_19620401-19620430.nc pr/pr_era5_moda_sfc_19620501-19620531.nc pr/pr_era5_moda_sfc_19620601-19620630.nc pr/pr_era5_moda_sfc_19620701-19620731.nc pr/pr_era5_moda_sfc_19620801-19620831.nc pr/pr_era5_moda_sfc_19620901-19620930.nc pr/pr_era5_moda_sfc_19621001-19621031.nc pr/pr_era5_moda_sfc_19621101-19621130.nc pr/pr_era5_moda_sfc_19621201-19621231.nc pr/pr_era5_moda_sfc_19630101-19630131.nc pr/pr_era5_moda_sfc_19630201-19630228.nc pr/pr_era5_moda_sfc_19630301-19630331.nc pr/pr_era5_moda_sfc_19630401-19630430.nc pr/pr_era5_moda_sfc_19630501-19630531.nc pr/pr_era5_moda_sfc_19630601-19630630.nc pr/pr_era5_moda_sfc_19630701-19630731.nc pr/pr_era5_moda_sfc_19630801-19630831.nc pr/pr_era5_moda_sfc_19630901-19630930.nc pr/pr_era5_moda_sfc_19631001-19631031.nc pr/pr_era5_moda_sfc_19631101-19631130.nc pr/pr_era5_moda_sfc_19631201-19631231.nc pr/pr_era5_moda_sfc_19640101-19640131.nc pr/pr_era5_moda_sfc_19640201-19640229.nc pr/pr_era5_moda_sfc_19640301-19640331.nc pr/pr_era5_moda_sfc_19640401-19640430.nc pr/pr_era5_moda_sfc_19640501-19640531.nc pr/pr_era5_moda_sfc_19640601-19640630.nc pr/pr_era5_moda_sfc_19640701-19640731.nc pr/pr_era5_moda_sfc_19640801-19640831.nc pr/pr_era5_moda_sfc_19640901-19640930.nc pr/pr_era5_moda_sfc_19641001-19641031.nc pr/pr_era5_moda_sfc_19641101-19641130.nc pr/pr_era5_moda_sfc_19641201-19641231.nc pr/pr_era5_moda_sfc_19650101-19650131.nc pr/pr_era5_moda_sfc_19650201-19650228.nc pr/pr_era5_moda_sfc_19650301-19650331.nc pr/pr_era5_moda_sfc_19650401-19650430.nc pr/pr_era5_moda_sfc_19650501-19650531.nc pr/pr_era5_moda_sfc_19650601-19650630.nc pr/pr_era5_moda_sfc_19650701-19650731.nc pr/pr_era5_moda_sfc_19650801-19650831.nc pr/pr_era5_moda_sfc_19650901-19650930.nc pr/pr_era5_moda_sfc_19651001-19651031.nc pr/pr_era5_moda_sfc_19651101-19651130.nc pr/pr_era5_moda_sfc_19651201-19651231.nc pr/pr_era5_moda_sfc_19660101-19660131.nc pr/pr_era5_moda_sfc_19660201-19660228.nc pr/pr_era5_moda_sfc_19660301-19660331.nc pr/pr_era5_moda_sfc_19660401-19660430.nc pr/pr_era5_moda_sfc_19660501-19660531.nc pr/pr_era5_moda_sfc_19660601-19660630.nc pr/pr_era5_moda_sfc_19660701-19660731.nc pr/pr_era5_moda_sfc_19660801-19660831.nc pr/pr_era5_moda_sfc_19660901-19660930.nc pr/pr_era5_moda_sfc_19661001-19661031.nc pr/pr_era5_moda_sfc_19661101-19661130.nc pr/pr_era5_moda_sfc_19661201-19661231.nc pr/pr_era5_moda_sfc_19670101-19670131.nc pr/pr_era5_moda_sfc_19670201-19670228.nc pr/pr_era5_moda_sfc_19670301-19670331.nc pr/pr_era5_moda_sfc_19670401-19670430.nc pr/pr_era5_moda_sfc_19670501-19670531.nc pr/pr_era5_moda_sfc_19670601-19670630.nc pr/pr_era5_moda_sfc_19670701-19670731.nc pr/pr_era5_moda_sfc_19670801-19670831.nc pr/pr_era5_moda_sfc_19670901-19670930.nc pr/pr_era5_moda_sfc_19671001-19671031.nc pr/pr_era5_moda_sfc_19671101-19671130.nc pr/pr_era5_moda_sfc_19671201-19671231.nc pr/pr_era5_moda_sfc_19680101-19680131.nc pr/pr_era5_moda_sfc_19680201-19680229.nc pr/pr_era5_moda_sfc_19680301-19680331.nc pr/pr_era5_moda_sfc_19680401-19680430.nc pr/pr_era5_moda_sfc_19680501-19680531.nc pr/pr_era5_moda_sfc_19680601-19680630.nc pr/pr_era5_moda_sfc_19680701-19680731.nc pr/pr_era5_moda_sfc_19680801-19680831.nc pr/pr_era5_moda_sfc_19680901-19680930.nc pr/pr_era5_moda_sfc_19681001-19681031.nc pr/pr_era5_moda_sfc_19681101-19681130.nc pr/pr_era5_moda_sfc_19681201-19681231.nc pr/pr_era5_moda_sfc_19690101-19690131.nc pr/pr_era5_moda_sfc_19690201-19690228.nc pr/pr_era5_moda_sfc_19690301-19690331.nc pr/pr_era5_moda_sfc_19690401-19690430.nc pr/pr_era5_moda_sfc_19690501-19690531.nc pr/pr_era5_moda_sfc_19690601-19690630.nc pr/pr_era5_moda_sfc_19690701-19690731.nc pr/pr_era5_moda_sfc_19690801-19690831.nc pr/pr_era5_moda_sfc_19690901-19690930.nc pr/pr_era5_moda_sfc_19691001-19691031.nc pr/pr_era5_moda_sfc_19691101-19691130.nc pr/pr_era5_moda_sfc_19691201-19691231.nc pr/pr_era5_moda_sfc_19700101-19700131.nc pr/pr_era5_moda_sfc_19700201-19700228.nc pr/pr_era5_moda_sfc_19700301-19700331.nc pr/pr_era5_moda_sfc_19700401-19700430.nc pr/pr_era5_moda_sfc_19700501-19700531.nc pr/pr_era5_moda_sfc_19700601-19700630.nc pr/pr_era5_moda_sfc_19700701-19700731.nc pr/pr_era5_moda_sfc_19700801-19700831.nc pr/pr_era5_moda_sfc_19700901-19700930.nc pr/pr_era5_moda_sfc_19701001-19701031.nc pr/pr_era5_moda_sfc_19701101-19701130.nc pr/pr_era5_moda_sfc_19701201-19701231.nc pr/pr_era5_moda_sfc_19710101-19710131.nc pr/pr_era5_moda_sfc_19710201-19710228.nc pr/pr_era5_moda_sfc_19710301-19710331.nc pr/pr_era5_moda_sfc_19710401-19710430.nc pr/pr_era5_moda_sfc_19710501-19710531.nc pr/pr_era5_moda_sfc_19710601-19710630.nc pr/pr_era5_moda_sfc_19710701-19710731.nc pr/pr_era5_moda_sfc_19710801-19710831.nc pr/pr_era5_moda_sfc_19710901-19710930.nc pr/pr_era5_moda_sfc_19711001-19711031.nc pr/pr_era5_moda_sfc_19711101-19711130.nc pr/pr_era5_moda_sfc_19711201-19711231.nc pr/pr_era5_moda_sfc_19720101-19720131.nc pr/pr_era5_moda_sfc_19720201-19720229.nc pr/pr_era5_moda_sfc_19720301-19720331.nc pr/pr_era5_moda_sfc_19720401-19720430.nc pr/pr_era5_moda_sfc_19720501-19720531.nc pr/pr_era5_moda_sfc_19720601-19720630.nc pr/pr_era5_moda_sfc_19720701-19720731.nc pr/pr_era5_moda_sfc_19720801-19720831.nc pr/pr_era5_moda_sfc_19720901-19720930.nc pr/pr_era5_moda_sfc_19721001-19721031.nc pr/pr_era5_moda_sfc_19721101-19721130.nc pr/pr_era5_moda_sfc_19721201-19721231.nc pr/pr_era5_moda_sfc_19730101-19730131.nc pr/pr_era5_moda_sfc_19730201-19730228.nc pr/pr_era5_moda_sfc_19730301-19730331.nc pr/pr_era5_moda_sfc_19730401-19730430.nc pr/pr_era5_moda_sfc_19730501-19730531.nc pr/pr_era5_moda_sfc_19730601-19730630.nc pr/pr_era5_moda_sfc_19730701-19730731.nc pr/pr_era5_moda_sfc_19730801-19730831.nc pr/pr_era5_moda_sfc_19730901-19730930.nc pr/pr_era5_moda_sfc_19731001-19731031.nc pr/pr_era5_moda_sfc_19731101-19731130.nc pr/pr_era5_moda_sfc_19731201-19731231.nc pr/pr_era5_moda_sfc_19740101-19740131.nc pr/pr_era5_moda_sfc_19740201-19740228.nc pr/pr_era5_moda_sfc_19740301-19740331.nc pr/pr_era5_moda_sfc_19740401-19740430.nc pr/pr_era5_moda_sfc_19740501-19740531.nc pr/pr_era5_moda_sfc_19740601-19740630.nc pr/pr_era5_moda_sfc_19740701-19740731.nc pr/pr_era5_moda_sfc_19740801-19740831.nc pr/pr_era5_moda_sfc_19740901-19740930.nc pr/pr_era5_moda_sfc_19741001-19741031.nc pr/pr_era5_moda_sfc_19741101-19741130.nc 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pr/pr_era5_moda_sfc_20041201-20041231.nc pr/pr_era5_moda_sfc_20050101-20050131.nc pr/pr_era5_moda_sfc_20050201-20050228.nc pr/pr_era5_moda_sfc_20050301-20050331.nc pr/pr_era5_moda_sfc_20050401-20050430.nc pr/pr_era5_moda_sfc_20050501-20050531.nc pr/pr_era5_moda_sfc_20050601-20050630.nc pr/pr_era5_moda_sfc_20050701-20050731.nc pr/pr_era5_moda_sfc_20050801-20050831.nc pr/pr_era5_moda_sfc_20050901-20050930.nc pr/pr_era5_moda_sfc_20051001-20051031.nc pr/pr_era5_moda_sfc_20051101-20051130.nc pr/pr_era5_moda_sfc_20051201-20051231.nc pr/pr_era5_moda_sfc_20060101-20060131.nc pr/pr_era5_moda_sfc_20060201-20060228.nc pr/pr_era5_moda_sfc_20060301-20060331.nc pr/pr_era5_moda_sfc_20060401-20060430.nc pr/pr_era5_moda_sfc_20060501-20060531.nc pr/pr_era5_moda_sfc_20060601-20060630.nc pr/pr_era5_moda_sfc_20060701-20060731.nc pr/pr_era5_moda_sfc_20060801-20060831.nc pr/pr_era5_moda_sfc_20060901-20060930.nc pr/pr_era5_moda_sfc_20061001-20061031.nc pr/pr_era5_moda_sfc_20061101-20061130.nc pr/pr_era5_moda_sfc_20061201-20061231.nc pr/pr_era5_moda_sfc_20070101-20070131.nc pr/pr_era5_moda_sfc_20070201-20070228.nc pr/pr_era5_moda_sfc_20070301-20070331.nc pr/pr_era5_moda_sfc_20070401-20070430.nc pr/pr_era5_moda_sfc_20070501-20070531.nc pr/pr_era5_moda_sfc_20070601-20070630.nc pr/pr_era5_moda_sfc_20070701-20070731.nc pr/pr_era5_moda_sfc_20070801-20070831.nc pr/pr_era5_moda_sfc_20070901-20070930.nc pr/pr_era5_moda_sfc_20071001-20071031.nc pr/pr_era5_moda_sfc_20071101-20071130.nc pr/pr_era5_moda_sfc_20071201-20071231.nc pr/pr_era5_moda_sfc_20080101-20080131.nc pr/pr_era5_moda_sfc_20080201-20080229.nc pr/pr_era5_moda_sfc_20080301-20080331.nc pr/pr_era5_moda_sfc_20080401-20080430.nc pr/pr_era5_moda_sfc_20080501-20080531.nc pr/pr_era5_moda_sfc_20080601-20080630.nc pr/pr_era5_moda_sfc_20080701-20080731.nc pr/pr_era5_moda_sfc_20080801-20080831.nc pr/pr_era5_moda_sfc_20080901-20080930.nc pr/pr_era5_moda_sfc_20081001-20081031.nc pr/pr_era5_moda_sfc_20081101-20081130.nc pr/pr_era5_moda_sfc_20081201-20081231.nc pr/pr_era5_moda_sfc_20090101-20090131.nc pr/pr_era5_moda_sfc_20090201-20090228.nc pr/pr_era5_moda_sfc_20090301-20090331.nc pr/pr_era5_moda_sfc_20090401-20090430.nc pr/pr_era5_moda_sfc_20090501-20090531.nc pr/pr_era5_moda_sfc_20090601-20090630.nc pr/pr_era5_moda_sfc_20090701-20090731.nc pr/pr_era5_moda_sfc_20090801-20090831.nc pr/pr_era5_moda_sfc_20090901-20090930.nc pr/pr_era5_moda_sfc_20091001-20091031.nc pr/pr_era5_moda_sfc_20091101-20091130.nc pr/pr_era5_moda_sfc_20091201-20091231.nc pr/pr_era5_moda_sfc_20100101-20100131.nc pr/pr_era5_moda_sfc_20100201-20100228.nc pr/pr_era5_moda_sfc_20100301-20100331.nc pr/pr_era5_moda_sfc_20100401-20100430.nc pr/pr_era5_moda_sfc_20100501-20100531.nc pr/pr_era5_moda_sfc_20100601-20100630.nc pr/pr_era5_moda_sfc_20100701-20100731.nc pr/pr_era5_moda_sfc_20100801-20100831.nc pr/pr_era5_moda_sfc_20100901-20100930.nc pr/pr_era5_moda_sfc_20101001-20101031.nc pr/pr_era5_moda_sfc_20101101-20101130.nc pr/pr_era5_moda_sfc_20101201-20101231.nc pr/pr_era5_moda_sfc_20110101-20110131.nc pr/pr_era5_moda_sfc_20110201-20110228.nc pr/pr_era5_moda_sfc_20110301-20110331.nc pr/pr_era5_moda_sfc_20110401-20110430.nc pr/pr_era5_moda_sfc_20110501-20110531.nc pr/pr_era5_moda_sfc_20110601-20110630.nc pr/pr_era5_moda_sfc_20110701-20110731.nc pr/pr_era5_moda_sfc_20110801-20110831.nc pr/pr_era5_moda_sfc_20110901-20110930.nc pr/pr_era5_moda_sfc_20111001-20111031.nc pr/pr_era5_moda_sfc_20111101-20111130.nc pr/pr_era5_moda_sfc_20111201-20111231.nc pr/pr_era5_moda_sfc_20120101-20120131.nc pr/pr_era5_moda_sfc_20120201-20120229.nc pr/pr_era5_moda_sfc_20120301-20120331.nc pr/pr_era5_moda_sfc_20120401-20120430.nc pr/pr_era5_moda_sfc_20120501-20120531.nc pr/pr_era5_moda_sfc_20120601-20120630.nc pr/pr_era5_moda_sfc_20120701-20120731.nc pr/pr_era5_moda_sfc_20120801-20120831.nc pr/pr_era5_moda_sfc_20120901-20120930.nc pr/pr_era5_moda_sfc_20121001-20121031.nc pr/pr_era5_moda_sfc_20121101-20121130.nc pr/pr_era5_moda_sfc_20121201-20121231.nc pr/pr_era5_moda_sfc_20130101-20130131.nc pr/pr_era5_moda_sfc_20130201-20130228.nc pr/pr_era5_moda_sfc_20130301-20130331.nc pr/pr_era5_moda_sfc_20130401-20130430.nc pr/pr_era5_moda_sfc_20130501-20130531.nc pr/pr_era5_moda_sfc_20130601-20130630.nc pr/pr_era5_moda_sfc_20130701-20130731.nc pr/pr_era5_moda_sfc_20130801-20130831.nc pr/pr_era5_moda_sfc_20130901-20130930.nc pr/pr_era5_moda_sfc_20131001-20131031.nc pr/pr_era5_moda_sfc_20131101-20131130.nc pr/pr_era5_moda_sfc_20131201-20131231.nc pr/pr_era5_moda_sfc_20140101-20140131.nc pr/pr_era5_moda_sfc_20140201-20140228.nc pr/pr_era5_moda_sfc_20140301-20140331.nc pr/pr_era5_moda_sfc_20140401-20140430.nc pr/pr_era5_moda_sfc_20140501-20140531.nc pr/pr_era5_moda_sfc_20140601-20140630.nc pr/pr_era5_moda_sfc_20140701-20140731.nc pr/pr_era5_moda_sfc_20140801-20140831.nc pr/pr_era5_moda_sfc_20140901-20140930.nc pr/pr_era5_moda_sfc_20141001-20141031.nc pr/pr_era5_moda_sfc_20141101-20141130.nc pr/pr_era5_moda_sfc_20141201-20141231.nc pr/pr_era5_moda_sfc_20150101-20150131.nc pr/pr_era5_moda_sfc_20150201-20150228.nc pr/pr_era5_moda_sfc_20150301-20150331.nc pr/pr_era5_moda_sfc_20150401-20150430.nc pr/pr_era5_moda_sfc_20150501-20150531.nc pr/pr_era5_moda_sfc_20150601-20150630.nc pr/pr_era5_moda_sfc_20150701-20150731.nc pr/pr_era5_moda_sfc_20150801-20150831.nc pr/pr_era5_moda_sfc_20150901-20150930.nc pr/pr_era5_moda_sfc_20151001-20151031.nc pr/pr_era5_moda_sfc_20151101-20151130.nc pr/pr_era5_moda_sfc_20151201-20151231.nc pr/pr_era5_moda_sfc_20160101-20160131.nc pr/pr_era5_moda_sfc_20160201-20160229.nc pr/pr_era5_moda_sfc_20160301-20160331.nc pr/pr_era5_moda_sfc_20160401-20160430.nc pr/pr_era5_moda_sfc_20160501-20160531.nc pr/pr_era5_moda_sfc_20160601-20160630.nc pr/pr_era5_moda_sfc_20160701-20160731.nc pr/pr_era5_moda_sfc_20160801-20160831.nc pr/pr_era5_moda_sfc_20160901-20160930.nc pr/pr_era5_moda_sfc_20161001-20161031.nc pr/pr_era5_moda_sfc_20161101-20161130.nc pr/pr_era5_moda_sfc_20161201-20161231.nc pr/pr_era5_moda_sfc_20170101-20170131.nc pr/pr_era5_moda_sfc_20170201-20170228.nc pr/pr_era5_moda_sfc_20170301-20170331.nc pr/pr_era5_moda_sfc_20170401-20170430.nc pr/pr_era5_moda_sfc_20170501-20170531.nc pr/pr_era5_moda_sfc_20170601-20170630.nc pr/pr_era5_moda_sfc_20170701-20170731.nc pr/pr_era5_moda_sfc_20170801-20170831.nc pr/pr_era5_moda_sfc_20170901-20170930.nc pr/pr_era5_moda_sfc_20171001-20171031.nc pr/pr_era5_moda_sfc_20171101-20171130.nc pr/pr_era5_moda_sfc_20171201-20171231.nc pr/pr_era5_moda_sfc_20180101-20180131.nc pr/pr_era5_moda_sfc_20180201-20180228.nc pr/pr_era5_moda_sfc_20180301-20180331.nc pr/pr_era5_moda_sfc_20180401-20180430.nc pr/pr_era5_moda_sfc_20180501-20180531.nc pr/pr_era5_moda_sfc_20180601-20180630.nc pr/pr_era5_moda_sfc_20180701-20180731.nc pr/pr_era5_moda_sfc_20180801-20180831.nc pr/pr_era5_moda_sfc_20180901-20180930.nc pr/pr_era5_moda_sfc_20181001-20181031.nc pr/pr_era5_moda_sfc_20181101-20181130.nc pr/pr_era5_moda_sfc_20181201-20181231.nc pr/pr_era5_moda_sfc_20190101-20190131.nc pr/pr_era5_moda_sfc_20190201-20190228.nc pr/pr_era5_moda_sfc_20190301-20190331.nc pr/pr_era5_moda_sfc_20190401-20190430.nc pr/pr_era5_moda_sfc_20190501-20190531.nc pr/pr_era5_moda_sfc_20190601-20190630.nc pr/pr_era5_moda_sfc_20190701-20190731.nc pr/pr_era5_moda_sfc_20190801-20190831.nc pr/pr_era5_moda_sfc_20190901-20190930.nc pr/pr_era5_moda_sfc_20191001-20191031.nc pr/pr_era5_moda_sfc_20191101-20191130.nc pr/pr_era5_moda_sfc_20191201-20191231.nc pr/pr_era5_moda_sfc_20200101-20200131.nc pr/pr_era5_moda_sfc_20200201-20200229.nc pr/pr_era5_moda_sfc_20200301-20200331.nc pr/pr_era5_moda_sfc_20200401-20200430.nc pr/pr_era5_moda_sfc_20200501-20200531.nc pr/pr_era5_moda_sfc_20200601-20200630.nc pr/pr_era5_moda_sfc_20200701-20200731.nc pr/pr_era5_moda_sfc_20200801-20200831.nc pr/pr_era5_moda_sfc_20200901-20200930.nc pr/pr_era5_moda_sfc_20201001-20201031.nc pr/pr_era5_moda_sfc_20201101-20201130.nc pr/pr_era5_moda_sfc_20201201-20201231.nc pr/pr_era5_moda_sfc_20210101-20210131.nc pr/pr_era5_moda_sfc_20210201-20210228.nc pr/pr_era5_moda_sfc_20210301-20210331.nc pr/pr_era5_moda_sfc_20210401-20210430.nc pr/pr_era5_moda_sfc_20210501-20210531.nc pr/pr_era5_moda_sfc_20210601-20210630.nc pr/pr_era5_moda_sfc_20210701-20210731.nc pr/pr_era5_moda_sfc_20210801-20210831.nc pr/pr_era5_moda_sfc_20210901-20210930.nc pr/pr_era5_moda_sfc_20211001-20211031.nc pr/pr_era5_moda_sfc_20211101-20211130.nc pr/pr_era5_moda_sfc_20211201-20211231.nc pr/pr_era5_moda_sfc_20220101-20220131.nc pr/pr_era5_moda_sfc_20220201-20220228.nc pr/pr_era5_moda_sfc_20220301-20220331.nc pr/pr_era5_moda_sfc_20220401-20220430.nc pr/pr_era5_moda_sfc_20220501-20220531.nc pr/pr_era5_moda_sfc_20220601-20220630.nc pr/pr_era5_moda_sfc_20220701-20220731.nc pr/pr_era5_moda_sfc_20220801-20220831.nc pr/pr_era5_moda_sfc_19590101-20220831.nc Wed Dec 14 15:24:59 2022: cdo -b F64 -chname,mtpr,pr /g/data/rt52/era5/single-levels/monthly-averaged/mtpr/1959/mtpr_era5_moda_sfc_19590101-19590131.nc ./pr/pr_era5_moda_sfc_19590101-19590131.nc 2022-07-14 20:36:06 UTC+1000 by era5_replication_tools-1.10.1: mv /g/data/rt52/admin/incoming/era5/single-levels/monthly-averaged/mtpr/1959/mtpr_era5_moda_sfc_19590101-19590131.tmp /g/data/rt52/era5/single-levels/monthly-averaged/mtpr/1959/mtpr_era5_moda_sfc_19590101-19590131.nc 2022-07-14 20:01:05 UTC+1000 by era5_replication_tools-1.10.1: nccopy -m1G -h1G -k4 -d5 -s -Vlongitude,latitude,time,mtpr /g/data/id28/admin/incoming/era5/single-levels/monthly-averaged/100u/1959/multiple_era5_moda_sfc_19590101-19590131.nc /g/data/rt52/admin/incoming/era5/single-levels/monthly-averaged/mtpr/1959/mtpr_era5_moda_sfc_19590101-19590131.tmp 2022-07-14 17:41:11 UTC+1000 by era5_replication_tools-1.10.1: curl --connect-timeout 20 --show-error --silent --max-time 36000 -o /g/data/id28/admin/incoming/era5/single-levels/monthly-averaged/100u/1959/multiple_era5_moda_sfc_19590101-19590131.nc https://download-0001-clone.copernicus-climate.eu/cache-compute-0001/cache/data5/adaptor.mars.internal-1657784459.1469312-9443-9-70f61759-469c-4e66-99cd-4a028191f8f2.nc 2022-07-14 07:41:02 GMT by grib_to_netcdf-2.25.1: /opt/ecmwf/mars-client/bin/grib_to_netcdf.bin -S param -o /cache/data5/adaptor.mars.internal-1657784459.1469312-9443-9-70f61759-469c-4e66-99cd-4a028191f8f2.nc /cache/tmp/70f61759-469c-4e66-99cd-4a028191f8f2-adaptor.mars.internal-1657784446.7034202-9443-13-tmp.grib

  Conventions:
CF-1.6

  Cdi:
Climate Data Interface version 2.0.5 (https://mpimet.mpg.de/cdi)

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

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

  Cdo:
Climate Data Operators version 2.0.5 (https://mpimet.mpg.de/cdo)